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ORCIDBibTeX records: Shiqing Ma
@inproceedings{DBLP:conf/aaai/AnC0X0S0MCHZ24,
author = {Shengwei An and
Sheng{-}Yen Chou and
Kaiyuan Zhang and
Qiuling Xu and
Guanhong Tao and
Guangyu Shen and
Siyuan Cheng and
Shiqing Ma and
Pin{-}Yu Chen and
Tsung{-}Yi Ho and
Xiangyu Zhang},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution
Shift},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {10847--10855},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i10.28958},
doi = {10.1609/AAAI.V38I10.28958},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AnC0X0S0MCHZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-00379,
author = {Xiaoyu Zhang and
Juan Zhai and
Shiqing Ma and
Chao Shen},
title = {{DREAM:} Debugging and Repairing AutoML Pipelines},
journal = {CoRR},
volume = {abs/2401.00379},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.00379},
doi = {10.48550/ARXIV.2401.00379},
eprinttype = {arXiv},
eprint = {2401.00379},
timestamp = {Mon, 15 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-00379.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-05467,
author = {Guangyu Shen and
Siyuan Cheng and
Kaiyuan Zhang and
Guanhong Tao and
Shengwei An and
Lu Yan and
Zhuo Zhang and
Shiqing Ma and
Xiangyu Zhang},
title = {Rapid Optimization for Jailbreaking LLMs via Subconscious Exploitation
and Echopraxia},
journal = {CoRR},
volume = {abs/2402.05467},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.05467},
doi = {10.48550/ARXIV.2402.05467},
eprinttype = {arXiv},
eprint = {2402.05467},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-05467.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-02437,
author = {Hyejun Jeong and
Shiqing Ma and
Amir Houmansadr},
title = {SoK: Challenges and Opportunities in Federated Unlearning},
journal = {CoRR},
volume = {abs/2403.02437},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.02437},
doi = {10.48550/ARXIV.2403.02437},
eprinttype = {arXiv},
eprint = {2403.02437},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-02437.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-17188,
author = {Siyuan Cheng and
Guanhong Tao and
Yingqi Liu and
Guangyu Shen and
Shengwei An and
Shiwei Feng and
Xiangzhe Xu and
Kaiyuan Zhang and
Shiqing Ma and
Xiangyu Zhang},
title = {{LOTUS:} Evasive and Resilient Backdoor Attacks through Sub-Partitioning},
journal = {CoRR},
volume = {abs/2403.17188},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.17188},
doi = {10.48550/ARXIV.2403.17188},
eprinttype = {arXiv},
eprint = {2403.17188},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-17188.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tosem/TianZWCSMJ23,
author = {Yongqiang Tian and
Wuqi Zhang and
Ming Wen and
Shing{-}Chi Cheung and
Chengnian Sun and
Shiqing Ma and
Yu Jiang},
title = {Finding Deviated Behaviors of the Compressed {DNN} Models for Image
Classifications},
journal = {{ACM} Trans. Softw. Eng. Methodol.},
volume = {32},
number = {5},
pages = {128:1--128:32},
year = {2023},
url = {https://doi.org/10.1145/3583564},
doi = {10.1145/3583564},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tosem/TianZWCSMJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tse/AlhanahnahMGCYJZ23,
author = {Mohannad Alhanahnah and
Shiqing Ma and
Ashish Gehani and
Gabriela F. Ciocarlie and
Vinod Yegneswaran and
Somesh Jha and
Xiangyu Zhang},
title = {autoMPI: Automated Multiple Perspective Attack Investigation With
Semantics Aware Execution Partitioning},
journal = {{IEEE} Trans. Software Eng.},
volume = {49},
number = {4},
pages = {2761--2775},
year = {2023},
url = {https://doi.org/10.1109/TSE.2022.3231242},
doi = {10.1109/TSE.2022.3231242},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tse/AlhanahnahMGCYJZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/MeiLWZM23,
author = {Kai Mei and
Zheng Li and
Zhenting Wang and
Yang Zhang and
Shiqing Ma},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {{NOTABLE:} Transferable Backdoor Attacks Against Prompt-based {NLP}
Models},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {15551--15565},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.867},
doi = {10.18653/V1/2023.ACL-LONG.867},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/MeiLWZM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/0002T0SXL0M023,
author = {Shiwei Feng and
Guanhong Tao and
Siyuan Cheng and
Guangyu Shen and
Xiangzhe Xu and
Yingqi Liu and
Kaiyuan Zhang and
Shiqing Ma and
Xiangyu Zhang},
title = {Detecting Backdoors in Pre-trained Encoders},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {16352--16362},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.01569},
doi = {10.1109/CVPR52729.2023.01569},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/0002T0SXL0M023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsn/DingCHTMZ23,
author = {Aolin Ding and
Matthew Chan and
Amin Hass and
Nils Ole Tippenhauer and
Shiqing Ma and
Saman A. Zonouz},
title = {Get Your Cyber-Physical Tests Done! Data-Driven Vulnerability Assessment
of Robotic Aerial Vehicles},
booktitle = {53rd Annual {IEEE/IFIP} International Conference on Dependable Systems
and Network, {DSN} 2023, Porto, Portugal, June 27-30, 2023},
pages = {67--80},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/DSN58367.2023.00020},
doi = {10.1109/DSN58367.2023.00020},
timestamp = {Tue, 15 Aug 2023 11:43:57 +0200},
biburl = {https://dblp.org/rec/conf/dsn/DingCHTMZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0002TX0AL0SCM023,
author = {Kaiyuan Zhang and
Guanhong Tao and
Qiuling Xu and
Siyuan Cheng and
Shengwei An and
Yingqi Liu and
Shiwei Feng and
Guangyu Shen and
Pin{-}Yu Chen and
Shiqing Ma and
Xiangyu Zhang},
title = {{FLIP:} {A} Provable Defense Framework for Backdoor Mitigation in
Federated Learning},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=Xo2E217\_M4n},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/0002TX0AL0SCM023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WangMZM23,
author = {Zhenting Wang and
Kai Mei and
Juan Zhai and
Shiqing Ma},
title = {{UNICORN:} {A} Unified Backdoor Trigger Inversion Framework},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=Mj7K4lglGyj},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WangMZM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/issta/GaoZM00W23,
author = {Xuanqi Gao and
Juan Zhai and
Shiqing Ma and
Chao Shen and
Yufei Chen and
Shiwei Wang},
editor = {Ren{\'{e}} Just and
Gordon Fraser},
title = {{CILIATE:} Towards Fairer Class-Based Incremental Learning by Dataset
and Training Refinement},
booktitle = {Proceedings of the 32nd {ACM} {SIGSOFT} International Symposium on
Software Testing and Analysis, {ISSTA} 2023, Seattle, WA, USA, July
17-21, 2023},
pages = {475--487},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3597926.3598071},
doi = {10.1145/3597926.3598071},
timestamp = {Mon, 17 Jul 2023 11:49:17 +0200},
biburl = {https://dblp.org/rec/conf/issta/GaoZM00W23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ndss/0005TLAX0S0XM023,
author = {Siyuan Cheng and
Guanhong Tao and
Yingqi Liu and
Shengwei An and
Xiangzhe Xu and
Shiwei Feng and
Guangyu Shen and
Kaiyuan Zhang and
Qiuling Xu and
Shiqing Ma and
Xiangyu Zhang},
title = {{BEAGLE:} Forensics of Deep Learning Backdoor Attack for Better Defense},
booktitle = {30th Annual Network and Distributed System Security Symposium, {NDSS}
2023, San Diego, California, USA, February 27 - March 3, 2023},
publisher = {The Internet Society},
year = {2023},
url = {https://www.ndss-symposium.org/ndss-paper/beagle-forensics-of-deep-learning-backdoor-attack-for-better-defense/},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ndss/0005TLAX0S0XM023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Shen000LAM023,
author = {Guangyu Shen and
Siyuan Cheng and
Guanhong Tao and
Kaiyuan Zhang and
Yingqi Liu and
Shengwei An and
Shiqing Ma and
Xiangyu Zhang},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Django: Detecting Trojans in Object Detection Models via Gaussian
Focus Calibration},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/a102d6cb996be3482c059c1e18bbe523-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Shen000LAM023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Wang0ZLM23,
author = {Zhenting Wang and
Chen Chen and
Yi Zeng and
Lingjuan Lyu and
Shiqing Ma},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Where Did {I} Come From? Origin Attribution of AI-Generated Images},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/ebb4c188fafe7da089b41a9f615ad84d-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Wang0ZLM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sp/AnYXMTCZLSKZ23,
author = {Shengwei An and
Yuan Yao and
Qiuling Xu and
Shiqing Ma and
Guanhong Tao and
Siyuan Cheng and
Kaiyuan Zhang and
Yingqi Liu and
Guangyu Shen and
Ian Kelk and
Xiangyu Zhang},
title = {ImU: Physical Impersonating Attack for Face Recognition System with
Natural Style Changes},
booktitle = {44th {IEEE} Symposium on Security and Privacy, {SP} 2023, San Francisco,
CA, USA, May 21-25, 2023},
pages = {899--916},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/SP46215.2023.10179360},
doi = {10.1109/SP46215.2023.10179360},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sp/AnYXMTCZLSKZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uss/WuM0L00R23,
author = {Xinghui Wu and
Shiqing Ma and
Chao Shen and
Chenhao Lin and
Qian Wang and
Qi Li and
Yuan Rao},
editor = {Joseph A. Calandrino and
Carmela Troncoso},
title = {{KENKU:} Towards Efficient and Stealthy Black-box Adversarial Attacks
against {ASR} Systems},
booktitle = {32nd {USENIX} Security Symposium, {USENIX} Security 2023, Anaheim,
CA, USA, August 9-11, 2023},
pages = {247--264},
publisher = {{USENIX} Association},
year = {2023},
url = {https://www.usenix.org/conference/usenixsecurity23/presentation/wu-xinghui},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uss/WuM0L00R23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uss/DingZNM23,
author = {Hailun Ding and
Juan Zhai and
Yuhong Nan and
Shiqing Ma},
editor = {Joseph A. Calandrino and
Carmela Troncoso},
title = {{AIRTAG:} Towards Automated Attack Investigation by Unsupervised Learning
with Log Texts},
booktitle = {32nd {USENIX} Security Symposium, {USENIX} Security 2023, Anaheim,
CA, USA, August 9-11, 2023},
pages = {373--390},
publisher = {{USENIX} Association},
year = {2023},
url = {https://www.usenix.org/conference/usenixsecurity23/presentation/ding-hailun-airtag},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uss/DingZNM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uss/DingZ0M23,
author = {Hailun Ding and
Juan Zhai and
Dong Deng and
Shiqing Ma},
editor = {Joseph A. Calandrino and
Carmela Troncoso},
title = {The Case for Learned Provenance Graph Storage Systems},
booktitle = {32nd {USENIX} Security Symposium, {USENIX} Security 2023, Anaheim,
CA, USA, August 9-11, 2023},
pages = {3277--3294},
publisher = {{USENIX} Association},
year = {2023},
url = {https://www.usenix.org/conference/usenixsecurity23/presentation/ding-hailun-provenance},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uss/DingZ0M23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-06241,
author = {Siyuan Cheng and
Guanhong Tao and
Yingqi Liu and
Shengwei An and
Xiangzhe Xu and
Shiwei Feng and
Guangyu Shen and
Kaiyuan Zhang and
Qiuling Xu and
Shiqing Ma and
Xiangyu Zhang},
title = {{BEAGLE:} Forensics of Deep Learning Backdoor Attack for Better Defense},
journal = {CoRR},
volume = {abs/2301.06241},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.06241},
doi = {10.48550/ARXIV.2301.06241},
eprinttype = {arXiv},
eprint = {2301.06241},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-06241.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-12318,
author = {Rui Zhu and
Di Tang and
Siyuan Tang and
Guanhong Tao and
Shiqing Ma and
XiaoFeng Wang and
Haixu Tang},
title = {Gradient Shaping: Enhancing Backdoor Attack Against Reverse Engineering},
journal = {CoRR},
volume = {abs/2301.12318},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.12318},
doi = {10.48550/ARXIV.2301.12318},
eprinttype = {arXiv},
eprint = {2301.12318},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-12318.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-15180,
author = {Shiwei Feng and
Guanhong Tao and
Siyuan Cheng and
Guangyu Shen and
Xiangzhe Xu and
Yingqi Liu and
Kaiyuan Zhang and
Shiqing Ma and
Xiangyu Zhang},
title = {Detecting Backdoors in Pre-trained Encoders},
journal = {CoRR},
volume = {abs/2303.15180},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.15180},
doi = {10.48550/ARXIV.2303.15180},
eprinttype = {arXiv},
eprint = {2303.15180},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-15180.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-02786,
author = {Zhenting Wang and
Kai Mei and
Juan Zhai and
Shiqing Ma},
title = {{UNICORN:} {A} Unified Backdoor Trigger Inversion Framework},
journal = {CoRR},
volume = {abs/2304.02786},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.02786},
doi = {10.48550/ARXIV.2304.02786},
eprinttype = {arXiv},
eprint = {2304.02786},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-02786.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-04222,
author = {Xuanqi Gao and
Juan Zhai and
Shiqing Ma and
Chao Shen and
Yufei Chen and
Shiwei Wang},
title = {{CILIATE:} Towards Fairer Class-based Incremental Learning by Dataset
and Training Refinement},
journal = {CoRR},
volume = {abs/2304.04222},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.04222},
doi = {10.48550/ARXIV.2304.04222},
eprinttype = {arXiv},
eprint = {2304.04222},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-04222.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-17826,
author = {Kai Mei and
Zheng Li and
Zhenting Wang and
Yang Zhang and
Shiqing Ma},
title = {{NOTABLE:} Transferable Backdoor Attacks Against Prompt-based {NLP}
Models},
journal = {CoRR},
volume = {abs/2305.17826},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.17826},
doi = {10.48550/ARXIV.2305.17826},
eprinttype = {arXiv},
eprint = {2305.17826},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-17826.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18439,
author = {Zhenting Wang and
Chen Chen and
Yi Zeng and
Lingjuan Lyu and
Shiqing Ma},
title = {Alteration-free and Model-agnostic Origin Attribution of Generated
Images},
journal = {CoRR},
volume = {abs/2305.18439},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18439},
doi = {10.48550/ARXIV.2305.18439},
eprinttype = {arXiv},
eprint = {2305.18439},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18439.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-03108,
author = {Zhenting Wang and
Chen Chen and
Yuchen Liu and
Lingjuan Lyu and
Dimitris N. Metaxas and
Shiqing Ma},
title = {How to Detect Unauthorized Data Usages in Text-to-image Diffusion
Models},
journal = {CoRR},
volume = {abs/2307.03108},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.03108},
doi = {10.48550/ARXIV.2307.03108},
eprinttype = {arXiv},
eprint = {2307.03108},
timestamp = {Mon, 26 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-03108.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-00050,
author = {Shengwei An and
Sheng{-}Yen Chou and
Kaiyuan Zhang and
Qiuling Xu and
Guanhong Tao and
Guangyu Shen and
Siyuan Cheng and
Shiqing Ma and
Pin{-}Yu Chen and
Tsung{-}Yi Ho and
Xiangyu Zhang},
title = {Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution
Shift},
journal = {CoRR},
volume = {abs/2312.00050},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.00050},
doi = {10.48550/ARXIV.2312.00050},
eprinttype = {arXiv},
eprint = {2312.00050},
timestamp = {Fri, 08 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-00050.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/DoanXMAR22,
author = {Bao Gia Doan and
Minhui Xue and
Shiqing Ma and
Ehsan Abbasnejad and
Damith C. Ranasinghe},
title = {TnT Attacks! Universal Naturalistic Adversarial Patches Against Deep
Neural Network Systems},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {17},
pages = {3816--3830},
year = {2022},
url = {https://doi.org/10.1109/TIFS.2022.3198857},
doi = {10.1109/TIFS.2022.3198857},
timestamp = {Sun, 13 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tifs/DoanXMAR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/TaoSLAXML022,
author = {Guanhong Tao and
Guangyu Shen and
Yingqi Liu and
Shengwei An and
Qiuling Xu and
Shiqing Ma and
Pan Li and
Xiangyu Zhang},
title = {Better Trigger Inversion Optimization in Backdoor Scanning},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {13358--13368},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.01301},
doi = {10.1109/CVPR52688.2022.01301},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/TaoSLAXML022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiuSTWM022,
author = {Yingqi Liu and
Guangyu Shen and
Guanhong Tao and
Zhenting Wang and
Shiqing Ma and
Xiangyu Zhang},
title = {Complex Backdoor Detection by Symmetric Feature Differencing},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {14983--14993},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.01458},
doi = {10.1109/CVPR52688.2022.01458},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/LiuSTWM022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WangZM22,
author = {Zhenting Wang and
Juan Zhai and
Shiqing Ma},
title = {BppAttack: Stealthy and Efficient Trojan Attacks against Deep Neural
Networks via Image Quantization and Contrastive Adversarial Learning},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {15054--15063},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.01465},
doi = {10.1109/CVPR52688.2022.01465},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/WangZM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurosp/SalemWBMZ22,
author = {Ahmed Salem and
Rui Wen and
Michael Backes and
Shiqing Ma and
Yang Zhang},
title = {Dynamic Backdoor Attacks Against Machine Learning Models},
booktitle = {7th {IEEE} European Symposium on Security and Privacy, EuroS{\&}P
2022, Genoa, Italy, June 6-10, 2022},
pages = {703--718},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/EuroSP53844.2022.00049},
doi = {10.1109/EUROSP53844.2022.00049},
timestamp = {Tue, 24 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eurosp/SalemWBMZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShenLTX0AM022,
author = {Guangyu Shen and
Yingqi Liu and
Guanhong Tao and
Qiuling Xu and
Zhuo Zhang and
Shengwei An and
Shiqing Ma and
Xiangyu Zhang},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Constrained Optimization with Dynamic Bound-scaling for Effective
{NLP} Backdoor Defense},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {19879--19892},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/shen22e.html},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShenLTX0AM022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/GaoZMSCW22,
author = {Xuanqi Gao and
Juan Zhai and
Shiqing Ma and
Chao Shen and
Yufei Chen and
Qian Wang},
title = {Fairneuron: Improving Deep Neural Network Fairness with Adversary
Games on Selective Neurons},
booktitle = {44th {IEEE/ACM} 44th International Conference on Software Engineering,
{ICSE} 2022, Pittsburgh, PA, USA, May 25-27, 2022},
pages = {921--933},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3510003.3510087},
doi = {10.1145/3510003.3510087},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icse/GaoZMSCW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/ZhangM22,
author = {Brian Zhang and
Shiqing Ma},
editor = {Marek Z. Reformat and
Du Zhang and
Nikolaos G. Bourbakis},
title = {Achieving Both Model Accuracy and Robustness by Adversarial Training
with Batch Norm Shaping},
booktitle = {34th {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2022, Macao, China, October 31 - November 2, 2022},
pages = {591--598},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICTAI56018.2022.00093},
doi = {10.1109/ICTAI56018.2022.00093},
timestamp = {Tue, 25 Apr 2023 16:51:01 +0200},
biburl = {https://dblp.org/rec/conf/ictai/ZhangM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangDZM22,
author = {Zhenting Wang and
Hailun Ding and
Juan Zhai and
Shiqing Ma},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Training with More Confidence: Mitigating Injected and Natural Backdoors
During Training},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/ec0c9ca85b4ea49c7ebfb503cf55f2ae-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WangDZM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangMDZM22,
author = {Zhenting Wang and
Kai Mei and
Hailun Ding and
Juan Zhai and
Shiqing Ma},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Rethinking the Reverse-engineering of Trojan Triggers},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/3f9bf45ea04c98ad7cb857f951f499e2-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WangMDZM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sp/LiuSTAM022,
author = {Yingqi Liu and
Guangyu Shen and
Guanhong Tao and
Shengwei An and
Shiqing Ma and
Xiangyu Zhang},
title = {Piccolo: Exposing Complex Backdoors in {NLP} Transformer Models},
booktitle = {43rd {IEEE} Symposium on Security and Privacy, {SP} 2022, San Francisco,
CA, USA, May 22-26, 2022},
pages = {2025--2042},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/SP46214.2022.9833579},
doi = {10.1109/SP46214.2022.9833579},
timestamp = {Thu, 21 Sep 2023 15:57:27 +0200},
biburl = {https://dblp.org/rec/conf/sp/LiuSTAM022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/LiMXZ22,
author = {Shaofeng Li and
Shiqing Ma and
Minhui Xue and
Benjamin Zi Hao Zhao},
title = {Deep Learning Backdoors},
booktitle = {Security and Artificial Intelligence},
pages = {313--334},
year = {2022},
url = {https://doi.org/10.1007/978-3-030-98795-4\_13},
doi = {10.1007/978-3-030-98795-4\_13},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/lncs/LiMXZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-05749,
author = {Guangyu Shen and
Yingqi Liu and
Guanhong Tao and
Qiuling Xu and
Zhuo Zhang and
Shengwei An and
Shiqing Ma and
Xiangyu Zhang},
title = {Constrained Optimization with Dynamic Bound-scaling for Effective
NLPBackdoor Defense},
journal = {CoRR},
volume = {abs/2202.05749},
year = {2022},
url = {https://arxiv.org/abs/2202.05749},
eprinttype = {arXiv},
eprint = {2202.05749},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-05749.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-06382,
author = {Zhenting Wang and
Hailun Ding and
Juan Zhai and
Shiqing Ma},
title = {Neural Network Trojans Analysis and Mitigation from the Input Domain},
journal = {CoRR},
volume = {abs/2202.06382},
year = {2022},
url = {https://arxiv.org/abs/2202.06382},
eprinttype = {arXiv},
eprint = {2202.06382},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-06382.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-02567,
author = {Xuanqi Gao and
Juan Zhai and
Shiqing Ma and
Chao Shen and
Yufei Chen and
Qian Wang},
title = {FairNeuron: Improving Deep Neural Network Fairness with Adversary
Games on Selective Neurons},
journal = {CoRR},
volume = {abs/2204.02567},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.02567},
doi = {10.48550/ARXIV.2204.02567},
eprinttype = {arXiv},
eprint = {2204.02567},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-02567.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-13383,
author = {Zhenting Wang and
Juan Zhai and
Shiqing Ma},
title = {BppAttack: Stealthy and Efficient Trojan Attacks against Deep Neural
Networks via Image Quantization and Contrastive Adversarial Learning},
journal = {CoRR},
volume = {abs/2205.13383},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.13383},
doi = {10.48550/ARXIV.2205.13383},
eprinttype = {arXiv},
eprint = {2205.13383},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-13383.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-11082,
author = {Xiaoyi Chen and
Baisong Xin and
Shengfang Zhai and
Shiqing Ma and
Qingni Shen and
Zhonghai Wu},
title = {Apple of Sodom: Hidden Backdoors in Superior Sentence Embeddings via
Contrastive Learning},
journal = {CoRR},
volume = {abs/2210.11082},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.11082},
doi = {10.48550/ARXIV.2210.11082},
eprinttype = {arXiv},
eprint = {2210.11082},
timestamp = {Tue, 25 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-11082.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12873,
author = {Kaiyuan Zhang and
Guanhong Tao and
Qiuling Xu and
Siyuan Cheng and
Shengwei An and
Yingqi Liu and
Shiwei Feng and
Guangyu Shen and
Pin{-}Yu Chen and
Shiqing Ma and
Xiangyu Zhang},
title = {{FLIP:} {A} Provable Defense Framework for Backdoor Mitigation in
Federated Learning},
journal = {CoRR},
volume = {abs/2210.12873},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12873},
doi = {10.48550/ARXIV.2210.12873},
eprinttype = {arXiv},
eprint = {2210.12873},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12873.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-15127,
author = {Zhenting Wang and
Kai Mei and
Hailun Ding and
Juan Zhai and
Shiqing Ma},
title = {Rethinking the Reverse-engineering of Trojan Triggers},
journal = {CoRR},
volume = {abs/2210.15127},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.15127},
doi = {10.48550/ARXIV.2210.15127},
eprinttype = {arXiv},
eprint = {2210.15127},
timestamp = {Wed, 02 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-15127.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-15929,
author = {Guanhong Tao and
Zhenting Wang and
Siyuan Cheng and
Shiqing Ma and
Shengwei An and
Yingqi Liu and
Guangyu Shen and
Zhuo Zhang and
Yunshu Mao and
Xiangyu Zhang},
title = {Backdoor Vulnerabilities in Normally Trained Deep Learning Models},
journal = {CoRR},
volume = {abs/2211.15929},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.15929},
doi = {10.48550/ARXIV.2211.15929},
eprinttype = {arXiv},
eprint = {2211.15929},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-15929.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ese/TianMWLCZ21,
author = {Yongqiang Tian and
Shiqing Ma and
Ming Wen and
Yepang Liu and
Shing{-}Chi Cheung and
Xiangyu Zhang},
title = {To what extent do DNN-based image classification models make unreliable
inferences?},
journal = {Empir. Softw. Eng.},
volume = {26},
number = {4},
pages = {84},
year = {2021},
url = {https://doi.org/10.1007/s10664-021-09985-1},
doi = {10.1007/S10664-021-09985-1},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ese/TianMWLCZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0005LMZ21,
author = {Siyuan Cheng and
Yingqi Liu and
Shiqing Ma and
Xiangyu Zhang},
title = {Deep Feature Space Trojan Attack of Neural Networks by Controlled
Detoxification},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {1148--1156},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i2.16201},
doi = {10.1609/AAAI.V35I2.16201},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0005LMZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acsac/Chen0C0MSW021,
author = {Xiaoyi Chen and
Ahmed Salem and
Dingfan Chen and
Michael Backes and
Shiqing Ma and
Qingni Shen and
Zhonghai Wu and
Yang Zhang},
title = {BadNL: Backdoor Attacks against {NLP} Models with Semantic-preserving
Improvements},
booktitle = {{ACSAC} '21: Annual Computer Security Applications Conference, Virtual
Event, USA, December 6 - 10, 2021},
pages = {554--569},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3485832.3485837},
doi = {10.1145/3485832.3485837},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acsac/Chen0C0MSW021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShenLTAX0M021,
author = {Guangyu Shen and
Yingqi Liu and
Guanhong Tao and
Shengwei An and
Qiuling Xu and
Siyuan Cheng and
Shiqing Ma and
Xiangyu Zhang},
editor = {Marina Meila and
Tong Zhang},
title = {Backdoor Scanning for Deep Neural Networks through K-Arm Optimization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9525--9536},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/shen21c.html},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ShenLTAX0M021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/ZhangZMS21,
author = {Xiaoyu Zhang and
Juan Zhai and
Shiqing Ma and
Chao Shen},
title = {{AUTOTRAINER:} An Automatic {DNN} Training Problem Detection and Repair
System},
booktitle = {43rd {IEEE/ACM} International Conference on Software Engineering,
{ICSE} 2021, Madrid, Spain, 22-30 May 2021},
pages = {359--371},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICSE43902.2021.00043},
doi = {10.1109/ICSE43902.2021.00043},
timestamp = {Sat, 06 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icse/ZhangZMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ndss/YuMZT0XULCYG21,
author = {Le Yu and
Shiqing Ma and
Zhuo Zhang and
Guanhong Tao and
Xiangyu Zhang and
Dongyan Xu and
Vincent E. Urias and
Han Wei Lin and
Gabriela F. Ciocarlie and
Vinod Yegneswaran and
Ashish Gehani},
title = {ALchemist: Fusing Application and Audit Logs for Precise Attack Provenance
without Instrumentation},
booktitle = {28th Annual Network and Distributed System Security Symposium, {NDSS}
2021, virtually, February 21-25, 2021},
publisher = {The Internet Society},
year = {2021},
url = {https://www.ndss-symposium.org/ndss-paper/alchemist-fusing-application-and-audit-logs-for-precise-attack-provenance-without-instrumentation/},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ndss/YuMZT0XULCYG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/securecomm/KavousiYMC21,
author = {Mohammad Kavousi and
Runqing Yang and
Shiqing Ma and
Yan Chen},
editor = {Joaqu{\'{\i}}n Garc{\'{\i}}a{-}Alfaro and
Shujun Li and
Radha Poovendran and
Herv{\'{e}} Debar and
Moti Yung},
title = {SemFlow: Accurate Semantic Identification from Low-Level System Data},
booktitle = {Security and Privacy in Communication Networks - 17th {EAI} International
Conference, SecureComm 2021, Virtual Event, September 6-9, 2021, Proceedings,
Part {I}},
series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering},
volume = {398},
pages = {513--535},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-90019-9\_26},
doi = {10.1007/978-3-030-90019-9\_26},
timestamp = {Thu, 04 Nov 2021 12:25:36 +0100},
biburl = {https://dblp.org/rec/conf/securecomm/KavousiYMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uss/AlsaheelNMYWC0X21,
author = {Abdulellah Alsaheel and
Yuhong Nan and
Shiqing Ma and
Le Yu and
Gregory Walkup and
Z. Berkay Celik and
Xiangyu Zhang and
Dongyan Xu},
editor = {Michael D. Bailey and
Rachel Greenstadt},
title = {{ATLAS:} {A} Sequence-based Learning Approach for Attack Investigation},
booktitle = {30th {USENIX} Security Symposium, {USENIX} Security 2021, August 11-13,
2021},
pages = {3005--3022},
publisher = {{USENIX} Association},
year = {2021},
url = {https://www.usenix.org/conference/usenixsecurity21/presentation/alsaheel},
timestamp = {Mon, 20 Nov 2023 08:57:49 +0100},
biburl = {https://dblp.org/rec/conf/uss/AlsaheelNMYWC0X21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uss/DingYZM21,
author = {Hailun Ding and
Shenao Yan and
Juan Zhai and
Shiqing Ma},
editor = {Michael D. Bailey and
Rachel Greenstadt},
title = {{ELISE:} {A} Storage Efficient Logging System Powered by Redundancy
Reduction and Representation Learning},
booktitle = {30th {USENIX} Security Symposium, {USENIX} Security 2021, August 11-13,
2021},
pages = {3023--3040},
publisher = {{USENIX} Association},
year = {2021},
url = {https://www.usenix.org/conference/usenixsecurity21/presentation/ding},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uss/DingYZM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-05123,
author = {Guangyu Shen and
Yingqi Liu and
Guanhong Tao and
Shengwei An and
Qiuling Xu and
Siyuan Cheng and
Shiqing Ma and
Xiangyu Zhang},
title = {Backdoor Scanning for Deep Neural Networks through K-Arm Optimization},
journal = {CoRR},
volume = {abs/2102.05123},
year = {2021},
url = {https://arxiv.org/abs/2102.05123},
eprinttype = {arXiv},
eprint = {2102.05123},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-05123.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-08820,
author = {Yingqi Liu and
Guangyu Shen and
Guanhong Tao and
Zhenting Wang and
Shiqing Ma and
Xiangyu Zhang},
title = {{EX-RAY:} Distinguishing Injected Backdoor from Natural Features in
Neural Networks by Examining Differential Feature Symmetry},
journal = {CoRR},
volume = {abs/2103.08820},
year = {2021},
url = {https://arxiv.org/abs/2103.08820},
eprinttype = {arXiv},
eprint = {2103.08820},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-08820.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-09999,
author = {Bao Gia Doan and
Minhui Xue and
Shiqing Ma and
Ehsan Abbasnejad and
Damith C. Ranasinghe},
title = {TnT Attacks! Universal Naturalistic Adversarial Patches Against Deep
Neural Network Systems},
journal = {CoRR},
volume = {abs/2111.09999},
year = {2021},
url = {https://arxiv.org/abs/2111.09999},
eprinttype = {arXiv},
eprint = {2111.09999},
timestamp = {Mon, 22 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-09999.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-02819,
author = {Yongqiang Tian and
Wuqi Zhang and
Ming Wen and
Shing{-}Chi Cheung and
Chengnian Sun and
Shiqing Ma and
Yu Jiang},
title = {Fast Test Input Generation for Finding Deviated Behaviors in Compressed
Deep Neural Network},
journal = {CoRR},
volume = {abs/2112.02819},
year = {2021},
url = {https://arxiv.org/abs/2112.02819},
eprinttype = {arXiv},
eprint = {2112.02819},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-02819.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/TaoMLXZ20,
author = {Guanhong Tao and
Shiqing Ma and
Yingqi Liu and
Qiuling Xu and
Xiangyu Zhang},
editor = {Gregg Rothermel and
Doo{-}Hwan Bae},
title = {{TRADER:} trace divergence analysis and embedding regulation for debugging
recurrent neural networks},
booktitle = {{ICSE} '20: 42nd International Conference on Software Engineering,
Seoul, South Korea, 27 June - 19 July, 2020},
pages = {986--998},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3377811.3380423},
doi = {10.1145/3377811.3380423},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icse/TaoMLXZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/ZhaiXSTPMXZTZ20,
author = {Juan Zhai and
Xiangzhe Xu and
Yu Shi and
Guanhong Tao and
Minxue Pan and
Shiqing Ma and
Lei Xu and
Weifeng Zhang and
Lin Tan and
Xiangyu Zhang},
editor = {Gregg Rothermel and
Doo{-}Hwan Bae},
title = {{CPC:} automatically classifying and propagating natural language
comments via program analysis},
booktitle = {{ICSE} '20: 42nd International Conference on Software Engineering,
Seoul, South Korea, 27 June - 19 July, 2020},
pages = {1359--1371},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3377811.3380427},
doi = {10.1145/3377811.3380427},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icse/ZhaiXSTPMXZTZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/issta/ZhangSZM20,
author = {Yang Zhang and
Shuai Shao and
Juan Zhai and
Shiqing Ma},
editor = {Sarfraz Khurshid and
Corina S. Pasareanu},
title = {FineLock: automatically refactoring coarse-grained locks into fine-grained
locks},
booktitle = {{ISSTA} '20: 29th {ACM} {SIGSOFT} International Symposium on Software
Testing and Analysis, Virtual Event, USA, July 18-22, 2020},
pages = {565--568},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3395363.3404368},
doi = {10.1145/3395363.3404368},
timestamp = {Wed, 15 Jul 2020 15:59:31 +0200},
biburl = {https://dblp.org/rec/conf/issta/ZhangSZM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ndss/YangMXZ020,
author = {Runqing Yang and
Shiqing Ma and
Haitao Xu and
Xiangyu Zhang and
Yan Chen},
title = {UIScope: Accurate, Instrumentation-free, and Visible Attack Investigation
for {GUI} Applications},
booktitle = {27th Annual Network and Distributed System Security Symposium, {NDSS}
2020, San Diego, California, USA, February 23-26, 2020},
publisher = {The Internet Society},
year = {2020},
url = {https://www.ndss-symposium.org/ndss-paper/uiscope-accurate-instrumentation-free-and-visible-attack-investigation-for-gui-applications/},
timestamp = {Thu, 05 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ndss/YangMXZ020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigsoft/ZhaiSPZLFM0020,
author = {Juan Zhai and
Yu Shi and
Minxue Pan and
Guian Zhou and
Yongxiang Liu and
Chunrong Fang and
Shiqing Ma and
Lin Tan and
Xiangyu Zhang},
editor = {Prem Devanbu and
Myra B. Cohen and
Thomas Zimmermann},
title = {{C2S:} translating natural language comments to formal program specifications},
booktitle = {{ESEC/FSE} '20: 28th {ACM} Joint European Software Engineering Conference
and Symposium on the Foundations of Software Engineering, Virtual
Event, USA, November 8-13, 2020},
pages = {25--37},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3368089.3409716},
doi = {10.1145/3368089.3409716},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigsoft/ZhaiSPZLFM0020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigsoft/YanTLZMX020,
author = {Shenao Yan and
Guanhong Tao and
Xuwei Liu and
Juan Zhai and
Shiqing Ma and
Lei Xu and
Xiangyu Zhang},
editor = {Prem Devanbu and
Myra B. Cohen and
Thomas Zimmermann},
title = {Correlations between deep neural network model coverage criteria and
model quality},
booktitle = {{ESEC/FSE} '20: 28th {ACM} Joint European Software Engineering Conference
and Symposium on the Foundations of Software Engineering, Virtual
Event, USA, November 8-13, 2020},
pages = {775--787},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3368089.3409671},
doi = {10.1145/3368089.3409671},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigsoft/YanTLZMX020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-03675,
author = {Ahmed Salem and
Rui Wen and
Michael Backes and
Shiqing Ma and
Yang Zhang},
title = {Dynamic Backdoor Attacks Against Machine Learning Models},
journal = {CoRR},
volume = {abs/2003.03675},
year = {2020},
url = {https://arxiv.org/abs/2003.03675},
eprinttype = {arXiv},
eprint = {2003.03675},
timestamp = {Tue, 24 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-03675.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-01043,
author = {Xiaoyi Chen and
Ahmed Salem and
Michael Backes and
Shiqing Ma and
Yang Zhang},
title = {BadNL: Backdoor Attacks Against {NLP} Models},
journal = {CoRR},
volume = {abs/2006.01043},
year = {2020},
url = {https://arxiv.org/abs/2006.01043},
eprinttype = {arXiv},
eprint = {2006.01043},
timestamp = {Wed, 19 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-01043.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-08273,
author = {Shaofeng Li and
Shiqing Ma and
Minhui Xue and
Benjamin Zi Hao Zhao},
title = {Deep Learning Backdoors},
journal = {CoRR},
volume = {abs/2007.08273},
year = {2020},
url = {https://arxiv.org/abs/2007.08273},
eprinttype = {arXiv},
eprint = {2007.08273},
timestamp = {Wed, 22 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-08273.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-11212,
author = {Siyuan Cheng and
Yingqi Liu and
Shiqing Ma and
Xiangyu Zhang},
title = {Deep Feature Space Trojan Attack of Neural Networks by Controlled
Detoxification},
journal = {CoRR},
volume = {abs/2012.11212},
year = {2020},
url = {https://arxiv.org/abs/2012.11212},
eprinttype = {arXiv},
eprint = {2012.11212},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-11212.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/LiuLTMAZ19,
author = {Yingqi Liu and
Wen{-}Chuan Lee and
Guanhong Tao and
Shiqing Ma and
Yousra Aafer and
Xiangyu Zhang},
editor = {Lorenzo Cavallaro and
Johannes Kinder and
XiaoFeng Wang and
Jonathan Katz},
title = {{ABS:} Scanning Neural Networks for Back-doors by Artificial Brain
Stimulation},
booktitle = {Proceedings of the 2019 {ACM} {SIGSAC} Conference on Computer and
Communications Security, {CCS} 2019, London, UK, November 11-15, 2019},
pages = {1265--1282},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3319535.3363216},
doi = {10.1145/3319535.3363216},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/LiuLTMAZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cgo/LeeLLMCZ019,
author = {Wen{-}Chuan Lee and
Yingqi Liu and
Peng Liu and
Shiqing Ma and
Hongjun Choi and
Xiangyu Zhang and
Rajiv Gupta},
editor = {Mahmut Taylan Kandemir and
Alexandra Jimborean and
Tipp Moseley},
title = {White-Box Program Tuning},
booktitle = {{IEEE/ACM} International Symposium on Code Generation and Optimization,
{CGO} 2019, Washington, DC, USA, February 16-20, 2019},
pages = {122--135},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CGO.2019.8661177},
doi = {10.1109/CGO.2019.8661177},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cgo/LeeLLMCZ019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/YouLMPZ019,
author = {Wei You and
Xuwei Liu and
Shiqing Ma and
David Mitchel Perry and
Xiangyu Zhang and
Bin Liang},
editor = {Joanne M. Atlee and
Tevfik Bultan and
Jon Whittle},
title = {{SLF:} fuzzing without valid seed inputs},
booktitle = {Proceedings of the 41st International Conference on Software Engineering,
{ICSE} 2019, Montreal, QC, Canada, May 25-31, 2019},
pages = {712--723},
publisher = {{IEEE} / {ACM}},
year = {2019},
url = {https://doi.org/10.1109/ICSE.2019.00080},
doi = {10.1109/ICSE.2019.00080},
timestamp = {Tue, 24 May 2022 15:28:49 +0200},
biburl = {https://dblp.org/rec/conf/icse/YouLMPZ019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ndss/MaLTL019,
author = {Shiqing Ma and
Yingqi Liu and
Guanhong Tao and
Wen{-}Chuan Lee and
Xiangyu Zhang},
title = {{NIC:} Detecting Adversarial Samples with Neural Network Invariant
Checking},
booktitle = {26th Annual Network and Distributed System Security Symposium, {NDSS}
2019, San Diego, California, USA, February 24-27, 2019},
publisher = {The Internet Society},
year = {2019},
url = {https://www.ndss-symposium.org/ndss-paper/nic-detecting-adversarial-samples-with-neural-network-invariant-checking/},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ndss/MaLTL019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pldi/LeeLLMZ19,
author = {Wen{-}Chuan Lee and
Peng Liu and
Yingqi Liu and
Shiqing Ma and
Xiangyu Zhang},
editor = {Kathryn S. McKinley and
Kathleen Fisher},
title = {Programming support for autonomizing software},
booktitle = {Proceedings of the 40th {ACM} {SIGPLAN} Conference on Programming
Language Design and Implementation, {PLDI} 2019, Phoenix, AZ, USA,
June 22-26, 2019},
pages = {702--716},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3314221.3314593},
doi = {10.1145/3314221.3314593},
timestamp = {Wed, 22 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pldi/LeeLLMZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sp/YouWMHZ0019,
author = {Wei You and
Xueqiang Wang and
Shiqing Ma and
Jianjun Huang and
Xiangyu Zhang and
XiaoFeng Wang and
Bin Liang},
title = {ProFuzzer: On-the-fly Input Type Probing for Better Zero-Day Vulnerability
Discovery},
booktitle = {2019 {IEEE} Symposium on Security and Privacy, {SP} 2019, San Francisco,
CA, USA, May 19-23, 2019},
pages = {769--786},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/SP.2019.00057},
doi = {10.1109/SP.2019.00057},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sp/YouWMHZ0019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-03824,
author = {Yongqiang Tian and
Shiqing Ma and
Ming Wen and
Yepang Liu and
Shing{-}Chi Cheung and
Xiangyu Zhang},
title = {Testing Deep Learning Models for Image Analysis Using Object-Relevant
Metamorphic Relations},
journal = {CoRR},
volume = {abs/1909.03824},
year = {2019},
url = {http://arxiv.org/abs/1909.03824},
eprinttype = {arXiv},
eprint = {1909.03824},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-03824.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acsac/WangKMZX18,
author = {Fei Wang and
Yonghwi Kwon and
Shiqing Ma and
Xiangyu Zhang and
Dongyan Xu},
title = {Lprov: Practical Library-aware Provenance Tracing},
booktitle = {Proceedings of the 34th Annual Computer Security Applications Conference,
{ACSAC} 2018, San Juan, PR, USA, December 03-07, 2018},
pages = {605--617},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3274694.3274751},
doi = {10.1145/3274694.3274751},
timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acsac/WangKMZX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/XuMZZX18,
author = {Zhaogui Xu and
Shiqing Ma and
Xiangyu Zhang and
Shuofei Zhu and
Baowen Xu},
editor = {Michel Chaudron and
Ivica Crnkovic and
Marsha Chechik and
Mark Harman},
title = {Debugging with intelligence via probabilistic inference},
booktitle = {Proceedings of the 40th International Conference on Software Engineering,
{ICSE} 2018, Gothenburg, Sweden, May 27 - June 03, 2018},
pages = {1171--1181},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3180155.3180237},
doi = {10.1145/3180155.3180237},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icse/XuMZZX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kbse/TangZPAM0Z18,
author = {Zhenhao Tang and
Juan Zhai and
Minxue Pan and
Yousra Aafer and
Shiqing Ma and
Xiangyu Zhang and
Jianhua Zhao},
editor = {Marianne Huchard and
Christian K{\"{a}}stner and
Gordon Fraser},
title = {Dual-force: understanding WebView malware via cross-language forced
execution},
booktitle = {Proceedings of the 33rd {ACM/IEEE} International Conference on Automated
Software Engineering, {ASE} 2018, Montpellier, France, September 3-7,
2018},
pages = {714--725},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3238147.3238221},
doi = {10.1145/3238147.3238221},
timestamp = {Thu, 23 Jun 2022 19:54:17 +0200},
biburl = {https://dblp.org/rec/conf/kbse/TangZPAM0Z18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ndss/Kwon0WLLM0XJCGY18,
author = {Yonghwi Kwon and
Fei Wang and
Weihang Wang and
Kyu Hyung Lee and
Wen{-}Chuan Lee and
Shiqing Ma and
Xiangyu Zhang and
Dongyan Xu and
Somesh Jha and
Gabriela F. Ciocarlie and
Ashish Gehani and
Vinod Yegneswaran},
title = {{MCI} : Modeling-based Causality Inference in Audit Logging for Attack
Investigation},
booktitle = {25th Annual Network and Distributed System Security Symposium, {NDSS}
2018, San Diego, California, USA, February 18-21, 2018},
publisher = {The Internet Society},
year = {2018},
url = {https://www.ndss-symposium.org/wp-content/uploads/2018/02/ndss2018\_07B-2\_Kwon\_paper.pdf},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ndss/Kwon0WLLM0XJCGY18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ndss/LiuMALZW018,
author = {Yingqi Liu and
Shiqing Ma and
Yousra Aafer and
Wen{-}Chuan Lee and
Juan Zhai and
Weihang Wang and
Xiangyu Zhang},
title = {Trojaning Attack on Neural Networks},
booktitle = {25th Annual Network and Distributed System Security Symposium, {NDSS}
2018, San Diego, California, USA, February 18-21, 2018},
publisher = {The Internet Society},
year = {2018},
url = {https://www.ndss-symposium.org/wp-content/uploads/2018/02/ndss2018\_03A-5\_Liu\_paper.pdf},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ndss/LiuMALZW018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TaoMLZ18,
author = {Guanhong Tao and
Shiqing Ma and
Yingqi Liu and
Xiangyu Zhang},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Attacks Meet Interpretability: Attribute-steered Detection of Adversarial
Samples},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {7728--7739},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/b994697479c5716eda77e8e9713e5f0f-Abstract.html},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/TaoMLZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigsoft/MaLLZG18,
author = {Shiqing Ma and
Yingqi Liu and
Wen{-}Chuan Lee and
Xiangyu Zhang and
Ananth Grama},
editor = {Gary T. Leavens and
Alessandro Garcia and
Corina S. Pasareanu},
title = {{MODE:} automated neural network model debugging via state differential
analysis and input selection},
booktitle = {Proceedings of the 2018 {ACM} Joint Meeting on European Software Engineering
Conference and Symposium on the Foundations of Software Engineering,
{ESEC/SIGSOFT} {FSE} 2018, Lake Buena Vista, FL, USA, November 04-09,
2018},
pages = {175--186},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3236024.3236082},
doi = {10.1145/3236024.3236082},
timestamp = {Tue, 01 Feb 2022 10:45:16 +0100},
biburl = {https://dblp.org/rec/conf/sigsoft/MaLLZG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/usenix/MaZKL0CGYXJ18,
author = {Shiqing Ma and
Juan Zhai and
Yonghwi Kwon and
Kyu Hyung Lee and
Xiangyu Zhang and
Gabriela F. Ciocarlie and
Ashish Gehani and
Vinod Yegneswaran and
Dongyan Xu and
Somesh Jha},
editor = {Haryadi S. Gunawi and
Benjamin C. Reed},
title = {Kernel-Supported Cost-Effective Audit Logging for Causality Tracking},
booktitle = {2018 {USENIX} Annual Technical Conference, {USENIX} {ATC} 2018, Boston,
MA, USA, July 11-13, 2018},
pages = {241--254},
publisher = {{USENIX} Association},
year = {2018},
url = {https://www.usenix.org/conference/atc18/presentation/ma-shiqing},
timestamp = {Sat, 25 Feb 2023 23:39:37 +0100},
biburl = {https://dblp.org/rec/conf/usenix/MaZKL0CGYXJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-11580,
author = {Guanhong Tao and
Shiqing Ma and
Yingqi Liu and
Xiangyu Zhang},
title = {Attacks Meet Interpretability: Attribute-steered Detection of Adversarial
Samples},
journal = {CoRR},
volume = {abs/1810.11580},
year = {2018},
url = {http://arxiv.org/abs/1810.11580},
eprinttype = {arXiv},
eprint = {1810.11580},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-11580.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/securecomm/WangMZRYH17,
author = {Chonghua Wang and
Shiqing Ma and
Xiangyu Zhang and
Junghwan Rhee and
Xiaochun Yun and
Zhiyu Hao},
editor = {Xiaodong Lin and
Ali A. Ghorbani and
Kui Ren and
Sencun Zhu and
Aiqing Zhang},
title = {A Hypervisor Level Provenance System to Reconstruct Attack Story Caused
by Kernel Malware},
booktitle = {Security and Privacy in Communication Networks - 13th International
Conference, SecureComm 2017, Niagara Falls, ON, Canada, October 22-25,
2017, Proceedings},
series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering},
volume = {238},
pages = {778--792},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-78813-5\_42},
doi = {10.1007/978-3-319-78813-5\_42},
timestamp = {Wed, 22 Dec 2021 13:40:59 +0100},
biburl = {https://dblp.org/rec/conf/securecomm/WangMZRYH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigsoft/MaAXLZLZ17,
author = {Shiqing Ma and
Yousra Aafer and
Zhaogui Xu and
Wen{-}Chuan Lee and
Juan Zhai and
Yingqi Liu and
Xiangyu Zhang},
editor = {Eric Bodden and
Wilhelm Sch{\"{a}}fer and
Arie van Deursen and
Andrea Zisman},
title = {{LAMP:} data provenance for graph based machine learning algorithms
through derivative computation},
booktitle = {Proceedings of the 2017 11th Joint Meeting on Foundations of Software
Engineering, {ESEC/FSE} 2017, Paderborn, Germany, September 4-8, 2017},
pages = {786--797},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3106237.3106291},
doi = {10.1145/3106237.3106291},
timestamp = {Tue, 01 Feb 2022 10:45:16 +0100},
biburl = {https://dblp.org/rec/conf/sigsoft/MaAXLZLZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uss/MaZ0LZX17,
author = {Shiqing Ma and
Juan Zhai and
Fei Wang and
Kyu Hyung Lee and
Xiangyu Zhang and
Dongyan Xu},
editor = {Engin Kirda and
Thomas Ristenpart},
title = {{MPI:} Multiple Perspective Attack Investigation with Semantic Aware
Execution Partitioning},
booktitle = {26th {USENIX} Security Symposium, {USENIX} Security 2017, Vancouver,
BC, Canada, August 16-18, 2017},
pages = {1111--1128},
publisher = {{USENIX} Association},
year = {2017},
url = {https://www.usenix.org/conference/usenixsecurity17/technical-sessions/presentation/ma},
timestamp = {Mon, 01 Feb 2021 08:42:59 +0100},
biburl = {https://dblp.org/rec/conf/uss/MaZ0LZX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acsac/PeiGSM0ZSZX16,
author = {Kexin Pei and
Zhongshu Gu and
Brendan Saltaformaggio and
Shiqing Ma and
Fei Wang and
Zhiwei Zhang and
Luo Si and
Xiangyu Zhang and
Dongyan Xu},
editor = {Stephen Schwab and
William K. Robertson and
Davide Balzarotti},
title = {{HERCULE:} attack story reconstruction via community discovery on
correlated log graph},
booktitle = {Proceedings of the 32nd Annual Conference on Computer Security Applications,
{ACSAC} 2016, Los Angeles, CA, USA, December 5-9, 2016},
pages = {583--595},
publisher = {{ACM}},
year = {2016},
url = {http://dl.acm.org/citation.cfm?id=2991122},
timestamp = {Tue, 06 Nov 2018 16:59:24 +0100},
biburl = {https://dblp.org/rec/conf/acsac/PeiGSM0ZSZX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/ZhaiHMZTZQ16,
author = {Juan Zhai and
Jianjun Huang and
Shiqing Ma and
Xiangyu Zhang and
Lin Tan and
Jianhua Zhao and
Feng Qin},
editor = {Laura K. Dillon and
Willem Visser and
Laurie A. Williams},
title = {Automatic model generation from documentation for Java {API} functions},
booktitle = {Proceedings of the 38th International Conference on Software Engineering,
{ICSE} 2016, Austin, TX, USA, May 14-22, 2016},
pages = {380--391},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2884781.2884881},
doi = {10.1145/2884781.2884881},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icse/ZhaiHMZTZQ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ndss/MaZX16,
author = {Shiqing Ma and
Xiangyu Zhang and
Dongyan Xu},
title = {ProTracer: Towards Practical Provenance Tracing by Alternating Between
Logging and Tainting},
booktitle = {23rd Annual Network and Distributed System Security Symposium, {NDSS}
2016, San Diego, California, USA, February 21-24, 2016},
publisher = {The Internet Society},
year = {2016},
url = {http://wp.internetsociety.org/ndss/wp-content/uploads/sites/25/2017/09/protracer-towards-practical-provenance-tracing-alternating-logging-tainting.pdf},
timestamp = {Thu, 17 Jun 2021 16:04:48 +0200},
biburl = {https://dblp.org/rec/conf/ndss/MaZX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acsac/MaLKRZX15,
author = {Shiqing Ma and
Kyu Hyung Lee and
Chung Hwan Kim and
Junghwan Rhee and
Xiangyu Zhang and
Dongyan Xu},
title = {Accurate, Low Cost and Instrumentation-Free Security Audit Logging
for Windows},
booktitle = {Proceedings of the 31st Annual Computer Security Applications Conference,
Los Angeles, CA, USA, December 7-11, 2015},
pages = {401--410},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2818000.2818039},
doi = {10.1145/2818000.2818039},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acsac/MaLKRZX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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