Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDBibTeX records: Ali Shahin Shamsabadi
@article{DBLP:journals/popets/ShamsabadiSBVVMTP23,
author = {Ali Shahin Shamsabadi and
Brij Mohan Lal Srivastava and
Aur{\'{e}}lien Bellet and
Nathalie Vauquier and
Emmanuel Vincent and
Mohamed Maouche and
Marc Tommasi and
Nicolas Papernot},
title = {Differentially Private Speaker Anonymization},
journal = {Proc. Priv. Enhancing Technol.},
volume = {2023},
number = {1},
pages = {98--114},
year = {2023},
url = {https://doi.org/10.56553/popets-2023-0007},
doi = {10.56553/POPETS-2023-0007},
timestamp = {Mon, 06 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/popets/ShamsabadiSBVVMTP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/popets/DziedzicCDSSKJPW23,
author = {Adam Dziedzic and
Christopher A. Choquette{-}Choo and
Natalie Dullerud and
Vinith M. Suriyakumar and
Ali Shahin Shamsabadi and
Muhammad Ahmad Kaleem and
Somesh Jha and
Nicolas Papernot and
Xiao Wang},
title = {Private Multi-Winner Voting for Machine Learning},
journal = {Proc. Priv. Enhancing Technol.},
volume = {2023},
number = {1},
pages = {527--555},
year = {2023},
url = {https://doi.org/10.56553/popets-2023-0031},
doi = {10.56553/POPETS-2023-0031},
timestamp = {Mon, 06 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/popets/DziedzicCDSSKJPW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/popets/ShamsabadiP23,
author = {Ali Shahin Shamsabadi and
Nicolas Papernot},
title = {Losing Less: {A} Loss for Differentially Private Deep Learning},
journal = {Proc. Priv. Enhancing Technol.},
volume = {2023},
number = {3},
pages = {307--320},
year = {2023},
url = {https://doi.org/10.56553/popets-2023-0083},
doi = {10.56553/POPETS-2023-0083},
timestamp = {Sat, 24 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/popets/ShamsabadiP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurosp/BoenischDSSSP23,
author = {Franziska Boenisch and
Adam Dziedzic and
Roei Schuster and
Ali Shahin Shamsabadi and
Ilia Shumailov and
Nicolas Papernot},
title = {When the Curious Abandon Honesty: Federated Learning Is Not Private},
booktitle = {8th {IEEE} European Symposium on Security and Privacy, EuroS{\&}P
2023, Delft, Netherlands, July 3-7, 2023},
pages = {175--199},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/EuroSP57164.2023.00020},
doi = {10.1109/EUROSP57164.2023.00020},
timestamp = {Mon, 07 Aug 2023 15:56:23 +0200},
biburl = {https://dblp.org/rec/conf/eurosp/BoenischDSSSP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurosp/BoenischDSSSP23a,
author = {Franziska Boenisch and
Adam Dziedzic and
Roei Schuster and
Ali Shahin Shamsabadi and
Ilia Shumailov and
Nicolas Papernot},
title = {Reconstructing Individual Data Points in Federated Learning Hardened
with Differential Privacy and Secure Aggregation},
booktitle = {8th {IEEE} European Symposium on Security and Privacy, EuroS{\&}P
2023, Delft, Netherlands, July 3-7, 2023},
pages = {241--257},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/EuroSP57164.2023.00023},
doi = {10.1109/EUROSP57164.2023.00023},
timestamp = {Mon, 07 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eurosp/BoenischDSSSP23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ShamsabadiWFDGP23,
author = {Ali Shahin Shamsabadi and
Sierra Calanda Wyllie and
Nicholas Franzese and
Natalie Dullerud and
S{\'{e}}bastien Gambs and
Nicolas Papernot and
Xiao Wang and
Adrian Weller},
title = {Confidential-PROFITT: Confidential PROof of FaIr Training of Trees},
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=iIfDQVyuFD},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ShamsabadiWFDGP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ShamsabadiHBW23,
author = {Ali Shahin Shamsabadi and
Jamie Hayes and
Borja Balle and
Adrian Weller},
editor = {Robin J. Evans and
Ilya Shpitser},
title = {Mnemonist: Locating Model Parameters that Memorize Training Examples},
booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August
2023, Pittsburgh, PA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {216},
pages = {1879--1888},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v216/shahin-shamsabadi23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/uai/ShamsabadiHBW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uss/AhmedWSYSPF23,
author = {Shimaa Ahmed and
Yash Wani and
Ali Shahin Shamsabadi and
Mohammad Yaghini and
Ilia Shumailov and
Nicolas Papernot and
Kassem Fawaz},
editor = {Joseph A. Calandrino and
Carmela Troncoso},
title = {Tubes Among Us: Analog Attack on Automatic Speaker Identification},
booktitle = {32nd {USENIX} Security Symposium, {USENIX} Security 2023, Anaheim,
CA, USA, August 9-11, 2023},
pages = {265--282},
publisher = {{USENIX} Association},
year = {2023},
url = {https://www.usenix.org/conference/usenixsecurity23/presentation/ahmed-shimaa},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uss/AhmedWSYSPF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uss/SajadmaneshSBG23,
author = {Sina Sajadmanesh and
Ali Shahin Shamsabadi and
Aur{\'{e}}lien Bellet and
Daniel Gatica{-}Perez},
editor = {Joseph A. Calandrino and
Carmela Troncoso},
title = {{GAP:} Differentially Private Graph Neural Networks with Aggregation
Perturbation},
booktitle = {32nd {USENIX} Security Symposium, {USENIX} Security 2023, Anaheim,
CA, USA, August 9-11, 2023},
pages = {3223--3240},
publisher = {{USENIX} Association},
year = {2023},
url = {https://www.usenix.org/conference/usenixsecurity23/presentation/sajadmanesh},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uss/SajadmaneshSBG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-04017,
author = {Franziska Boenisch and
Adam Dziedzic and
Roei Schuster and
Ali Shahin Shamsabadi and
Ilia Shumailov and
Nicolas Papernot},
title = {Is Federated Learning a Practical {PET} Yet?},
journal = {CoRR},
volume = {abs/2301.04017},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.04017},
doi = {10.48550/ARXIV.2301.04017},
eprinttype = {arXiv},
eprint = {2301.04017},
timestamp = {Thu, 19 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-04017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-01424,
author = {Victoria Smith and
Ali Shahin Shamsabadi and
Carolyn Ashurst and
Adrian Weller},
title = {Identifying and Mitigating Privacy Risks Stemming from Language Models:
{A} Survey},
journal = {CoRR},
volume = {abs/2310.01424},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.01424},
doi = {10.48550/ARXIV.2310.01424},
eprinttype = {arXiv},
eprint = {2310.01424},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-01424.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/JiaCGSP22,
author = {Hengrui Jia and
Hongyu Chen and
Jonas Guan and
Ali Shahin Shamsabadi and
Nicolas Papernot},
title = {A Zest of {LIME:} Towards Architecture-Independent Model Distances},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=OUz\_9TiTv9j},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/JiaCGSP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ShamsabadiYDWAA22,
author = {Ali Shahin Shamsabadi and
Mohammad Yaghini and
Natalie Dullerud and
Sierra Calanda Wyllie and
Ulrich A{\"{\i}}vodji and
Aisha Alaagib and
S{\'{e}}bastien Gambs and
Nicolas Papernot},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Washing The Unwashable : On The (Im)possibility of Fairwashing Detection},
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/5b84864ff8474fd742c66f219b2eaac1-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ShamsabadiYDWAA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-02751,
author = {Shimaa Ahmed and
Yash Wani and
Ali Shahin Shamsabadi and
Mohammad Yaghini and
Ilia Shumailov and
Nicolas Papernot and
Kassem Fawaz},
title = {Pipe Overflow: Smashing Voice Authentication for Fun and Profit},
journal = {CoRR},
volume = {abs/2202.02751},
year = {2022},
url = {https://arxiv.org/abs/2202.02751},
eprinttype = {arXiv},
eprint = {2202.02751},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-02751.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-11823,
author = {Ali Shahin Shamsabadi and
Brij Mohan Lal Srivastava and
Aur{\'{e}}lien Bellet and
Nathalie Vauquier and
Emmanuel Vincent and
Mohamed Maouche and
Marc Tommasi and
Nicolas Papernot},
title = {Differentially Private Speaker Anonymization},
journal = {CoRR},
volume = {abs/2202.11823},
year = {2022},
url = {https://arxiv.org/abs/2202.11823},
eprinttype = {arXiv},
eprint = {2202.11823},
timestamp = {Wed, 02 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-11823.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-00949,
author = {Sina Sajadmanesh and
Ali Shahin Shamsabadi and
Aur{\'{e}}lien Bellet and
Daniel Gatica{-}Perez},
title = {{GAP:} Differentially Private Graph Neural Networks with Aggregation
Perturbation},
journal = {CoRR},
volume = {abs/2203.00949},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.00949},
doi = {10.48550/ARXIV.2203.00949},
eprinttype = {arXiv},
eprint = {2203.00949},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-00949.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-00772,
author = {Chau Yi Li and
Ricardo S{\'{a}}nchez{-}Matilla and
Ali Shahin Shamsabadi and
Riccardo Mazzon and
Andrea Cavallaro},
title = {On the reversibility of adversarial attacks},
journal = {CoRR},
volume = {abs/2206.00772},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.00772},
doi = {10.48550/ARXIV.2206.00772},
eprinttype = {arXiv},
eprint = {2206.00772},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-00772.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-15410,
author = {Adam Dziedzic and
Christopher A. Choquette{-}Choo and
Natalie Dullerud and
Vinith Menon Suriyakumar and
Ali Shahin Shamsabadi and
Muhammad Ahmad Kaleem and
Somesh Jha and
Nicolas Papernot and
Xiao Wang},
title = {Private Multi-Winner Voting for Machine Learning},
journal = {CoRR},
volume = {abs/2211.15410},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.15410},
doi = {10.48550/ARXIV.2211.15410},
eprinttype = {arXiv},
eprint = {2211.15410},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-15410.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/ShamsabadiOC21,
author = {Ali Shahin Shamsabadi and
Changjae Oh and
Andrea Cavallaro},
title = {Semantically Adversarial Learnable Filters},
journal = {{IEEE} Trans. Image Process.},
volume = {30},
pages = {8075--8087},
year = {2021},
url = {https://doi.org/10.1109/TIP.2021.3112290},
doi = {10.1109/TIP.2021.3112290},
timestamp = {Tue, 05 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/ShamsabadiOC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ShamsabadiTARCT21,
author = {Ali Shahin Shamsabadi and
Francisco Sep{\'{u}}lveda Teixeira and
Alberto Abad and
Bhiksha Raj and
Andrea Cavallaro and
Isabel Trancoso},
title = {FoolHD: Fooling Speaker Identification by Highly Imperceptible Adversarial
Disturbances},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021},
pages = {6159--6163},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICASSP39728.2021.9413760},
doi = {10.1109/ICASSP39728.2021.9413760},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/ShamsabadiTARCT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/LiSSMC21,
author = {Chau Yi Li and
Ricardo S{\'{a}}nchez{-}Matilla and
Ali Shahin Shamsabadi and
Riccardo Mazzon and
Andrea Cavallaro},
title = {On the Reversibility of Adversarial Attacks},
booktitle = {2021 {IEEE} International Conference on Image Processing, {ICIP} 2021,
Anchorage, AK, USA, September 19-22, 2021},
pages = {3073--3077},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICIP42928.2021.9506451},
doi = {10.1109/ICIP42928.2021.9506451},
timestamp = {Thu, 03 Feb 2022 08:15:41 +0100},
biburl = {https://dblp.org/rec/conf/icip/LiSSMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-02918,
author = {Franziska Boenisch and
Adam Dziedzic and
Roei Schuster and
Ali Shahin Shamsabadi and
Ilia Shumailov and
Nicolas Papernot},
title = {When the Curious Abandon Honesty: Federated Learning Is Not Private},
journal = {CoRR},
volume = {abs/2112.02918},
year = {2021},
url = {https://arxiv.org/abs/2112.02918},
eprinttype = {arXiv},
eprint = {2112.02918},
timestamp = {Wed, 08 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-02918.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/OsiaSSTKRLH20,
author = {Seyed Ali Osia and
Ali Shahin Shamsabadi and
Sina Sajadmanesh and
Ali Taheri and
Kleomenis Katevas and
Hamid R. Rabiee and
Nicholas D. Lane and
Hamed Haddadi},
title = {A Hybrid Deep Learning Architecture for Privacy-Preserving Mobile
Analytics},
journal = {{IEEE} Internet Things J.},
volume = {7},
number = {5},
pages = {4505--4518},
year = {2020},
url = {https://doi.org/10.1109/JIOT.2020.2967734},
doi = {10.1109/JIOT.2020.2967734},
timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/OsiaSSTKRLH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/ShamsabadiGHC20,
author = {Ali Shahin Shamsabadi and
Adri{\`{a}} Gasc{\'{o}}n and
Hamed Haddadi and
Andrea Cavallaro},
title = {PrivEdge: From Local to Distributed Private Training and Prediction},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {15},
pages = {3819--3831},
year = {2020},
url = {https://doi.org/10.1109/TIFS.2020.2988132},
doi = {10.1109/TIFS.2020.2988132},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tifs/ShamsabadiGHC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/OsiaTSKHR20,
author = {Seyed Ali Osia and
Ali Taheri and
Ali Shahin Shamsabadi and
Kleomenis Katevas and
Hamed Haddadi and
Hamid R. Rabiee},
title = {Deep Private-Feature Extraction},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {32},
number = {1},
pages = {54--66},
year = {2020},
url = {https://doi.org/10.1109/TKDE.2018.2878698},
doi = {10.1109/TKDE.2018.2878698},
timestamp = {Thu, 19 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/OsiaTSKHR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/Sanchez-Matilla20,
author = {Ricardo Sanchez{-}Matilla and
Chau Yi Li and
Ali Shahin Shamsabadi and
Riccardo Mazzon and
Andrea Cavallaro},
title = {Exploiting Vulnerabilities of Deep Neural Networks for Privacy Protection},
journal = {{IEEE} Trans. Multim.},
volume = {22},
number = {7},
pages = {1862--1873},
year = {2020},
url = {https://doi.org/10.1109/TMM.2020.2987694},
doi = {10.1109/TMM.2020.2987694},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmm/Sanchez-Matilla20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ShamsabadiSC20,
author = {Ali Shahin Shamsabadi and
Ricardo S{\'{a}}nchez{-}Matilla and
Andrea Cavallaro},
title = {ColorFool: Semantic Adversarial Colorization},
booktitle = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
pages = {1148--1157},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2020},
url = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Shamsabadi\_ColorFool\_Semantic\_Adversarial\_Colorization\_CVPR\_2020\_paper.html},
doi = {10.1109/CVPR42600.2020.00123},
timestamp = {Tue, 31 Aug 2021 14:00:04 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/ShamsabadiSC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ShamsabadiOC20,
author = {Ali Shahin Shamsabadi and
Changjae Oh and
Andrea Cavallaro},
title = {Edgefool: an Adversarial Image Enhancement Filter},
booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
pages = {1898--1902},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICASSP40776.2020.9054368},
doi = {10.1109/ICASSP40776.2020.9054368},
timestamp = {Thu, 23 Jul 2020 16:19:28 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ShamsabadiOC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mm/CavallaroMS20,
author = {Andrea Cavallaro and
Mohammad Malekzadeh and
Ali Shahin Shamsabadi},
editor = {Chang Wen Chen and
Rita Cucchiara and
Xian{-}Sheng Hua and
Guo{-}Jun Qi and
Elisa Ricci and
Zhengyou Zhang and
Roger Zimmermann},
title = {Deep Learning for Privacy in Multimedia},
booktitle = {{MM} '20: The 28th {ACM} International Conference on Multimedia, Virtual
Event / Seattle, WA, USA, October 12-16, 2020},
pages = {4777--4778},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394171.3418551},
doi = {10.1145/3394171.3418551},
timestamp = {Thu, 15 Oct 2020 12:15:03 +0200},
biburl = {https://dblp.org/rec/conf/mm/CavallaroMS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobisys/MoSKDLCH20,
author = {Fan Mo and
Ali Shahin Shamsabadi and
Kleomenis Katevas and
Soteris Demetriou and
Ilias Leontiadis and
Andrea Cavallaro and
Hamed Haddadi},
editor = {Eyal de Lara and
Iqbal Mohomed and
Jason Nieh and
Elizabeth M. Belding},
title = {DarkneTZ: towards model privacy at the edge using trusted execution
environments},
booktitle = {MobiSys '20: The 18th Annual International Conference on Mobile Systems,
Applications, and Services, Toronto, Ontario, Canada, June 15-19,
2020},
pages = {161--174},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3386901.3388946},
doi = {10.1145/3386901.3388946},
timestamp = {Tue, 09 Jun 2020 18:55:05 +0200},
biburl = {https://dblp.org/rec/conf/mobisys/MoSKDLCH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-05574,
author = {Ali Shahin Shamsabadi and
Adri{\`{a}} Gasc{\'{o}}n and
Hamed Haddadi and
Andrea Cavallaro},
title = {PrivEdge: From Local to Distributed Private Training and Prediction},
journal = {CoRR},
volume = {abs/2004.05574},
year = {2020},
url = {https://arxiv.org/abs/2004.05574},
eprinttype = {arXiv},
eprint = {2004.05574},
timestamp = {Tue, 14 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-05574.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-05703,
author = {Fan Mo and
Ali Shahin Shamsabadi and
Kleomenis Katevas and
Soteris Demetriou and
Ilias Leontiadis and
Andrea Cavallaro and
Hamed Haddadi},
title = {DarkneTZ: Towards Model Privacy at the Edge using Trusted Execution
Environments},
journal = {CoRR},
volume = {abs/2004.05703},
year = {2020},
url = {https://arxiv.org/abs/2004.05703},
eprinttype = {arXiv},
eprint = {2004.05703},
timestamp = {Tue, 14 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-05703.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-09766,
author = {Ricardo Sanchez{-}Matilla and
Chau Yi Li and
Ali Shahin Shamsabadi and
Riccardo Mazzon and
Andrea Cavallaro},
title = {Exploiting vulnerabilities of deep neural networks for privacy protection},
journal = {CoRR},
volume = {abs/2007.09766},
year = {2020},
url = {https://arxiv.org/abs/2007.09766},
eprinttype = {arXiv},
eprint = {2007.09766},
timestamp = {Tue, 28 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-09766.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-06069,
author = {Ali Shahin Shamsabadi and
Changjae Oh and
Andrea Cavallaro},
title = {Semantically Adversarial Learnable Filters},
journal = {CoRR},
volume = {abs/2008.06069},
year = {2020},
url = {https://arxiv.org/abs/2008.06069},
eprinttype = {arXiv},
eprint = {2008.06069},
timestamp = {Fri, 21 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-06069.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-08483,
author = {Ali Shahin Shamsabadi and
Francisco Sep{\'{u}}lveda Teixeira and
Alberto Abad and
Bhiksha Raj and
Andrea Cavallaro and
Isabel Trancoso},
title = {FoolHD: Fooling speaker identification by Highly imperceptible adversarial
Disturbances},
journal = {CoRR},
volume = {abs/2011.08483},
year = {2020},
url = {https://arxiv.org/abs/2011.08483},
eprinttype = {arXiv},
eprint = {2011.08483},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-08483.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/0002SKG19,
author = {Nitin Agrawal and
Ali Shahin Shamsabadi and
Matt J. Kusner and
Adri{\`{a}} Gasc{\'{o}}n},
editor = {Lorenzo Cavallaro and
Johannes Kinder and
XiaoFeng Wang and
Jonathan Katz},
title = {{QUOTIENT:} Two-Party Secure Neural Network Training and Prediction},
booktitle = {Proceedings of the 2019 {ACM} {SIGSAC} Conference on Computer and
Communications Security, {CCS} 2019, London, UK, November 11-15, 2019},
pages = {1231--1247},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3319535.3339819},
doi = {10.1145/3319535.3339819},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/0002SKG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/MoSKCH19,
author = {Fan Mo and
Ali Shahin Shamsabadi and
Kleomenis Katevas and
Andrea Cavallaro and
Hamed Haddadi},
editor = {Lorenzo Cavallaro and
Johannes Kinder and
XiaoFeng Wang and
Jonathan Katz},
title = {Poster: Towards Characterizing and Limiting Information Exposure in
{DNN} Layers},
booktitle = {Proceedings of the 2019 {ACM} {SIGSAC} Conference on Computer and
Communications Security, {CCS} 2019, London, UK, November 11-15, 2019},
pages = {2653--2655},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3319535.3363279},
doi = {10.1145/3319535.3363279},
timestamp = {Tue, 10 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/MoSKCH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LiSSMC19,
author = {Chau Yi Li and
Ali Shahin Shamsabadi and
Ricardo Sanchez{-}Matilla and
Riccardo Mazzon and
Andrea Cavallaro},
title = {Scene Privacy Protection},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {2502--2506},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8682225},
doi = {10.1109/ICASSP.2019.8682225},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/LiSSMC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-03372,
author = {Nitin Agrawal and
Ali Shahin Shamsabadi and
Matt J. Kusner and
Adri{\`{a}} Gasc{\'{o}}n},
title = {{QUOTIENT:} Two-Party Secure Neural Network Training and Prediction},
journal = {CoRR},
volume = {abs/1907.03372},
year = {2019},
url = {http://arxiv.org/abs/1907.03372},
eprinttype = {arXiv},
eprint = {1907.03372},
timestamp = {Tue, 01 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-03372.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-06034,
author = {Fan Mo and
Ali Shahin Shamsabadi and
Kleomenis Katevas and
Andrea Cavallaro and
Hamed Haddadi},
title = {Towards Characterizing and Limiting Information Exposure in {DNN}
Layers},
journal = {CoRR},
volume = {abs/1907.06034},
year = {2019},
url = {http://arxiv.org/abs/1907.06034},
eprinttype = {arXiv},
eprint = {1907.06034},
timestamp = {Wed, 17 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-06034.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-12227,
author = {Ali Shahin Shamsabadi and
Changjae Oh and
Andrea Cavallaro},
title = {EdgeFool: An Adversarial Image Enhancement Filter},
journal = {CoRR},
volume = {abs/1910.12227},
year = {2019},
url = {http://arxiv.org/abs/1910.12227},
eprinttype = {arXiv},
eprint = {1910.12227},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-12227.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-10891,
author = {Ali Shahin Shamsabadi and
Ricardo Sanchez{-}Matilla and
Andrea Cavallaro},
title = {ColorFool: Semantic Adversarial Colorization},
journal = {CoRR},
volume = {abs/1911.10891},
year = {2019},
url = {http://arxiv.org/abs/1911.10891},
eprinttype = {arXiv},
eprint = {1911.10891},
timestamp = {Tue, 03 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-10891.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/OsiaSTRH18,
author = {Seyed Ali Ossia and
Ali Shahin Shamsabadi and
Ali Taheri and
Hamid R. Rabiee and
Hamed Haddadi},
title = {Private and Scalable Personal Data Analytics Using Hybrid Edge-to-Cloud
Deep Learning},
journal = {Computer},
volume = {51},
number = {5},
pages = {42--49},
year = {2018},
url = {https://doi.org/10.1109/MC.2018.2381113},
doi = {10.1109/MC.2018.2381113},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computer/OsiaSTRH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/ShamsabadiHC18,
author = {Ali Shahin Shamsabadi and
Hamed Haddadi and
Andrea Cavallaro},
title = {Distributed One-Class Learning},
booktitle = {2018 {IEEE} International Conference on Image Processing, {ICIP} 2018,
Athens, Greece, October 7-10, 2018},
pages = {4123--4127},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICIP.2018.8451093},
doi = {10.1109/ICIP.2018.8451093},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/ShamsabadiHC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sensys/YadavMLM0CGMASH18,
author = {Poonam Yadav and
John Moore and
Qi Li and
Richard Mortier and
Anthony Brown and
Andy Crabtree and
Chris Greenhalgh and
Derek McAuley and
Yousef Amar and
Ali Shahin Shamsabadi and
Hamed Haddadi},
editor = {Gowri Sankar Ramachandran and
Bhaskar Krishnamachari and
Sid Chi{-}Kin Chau and
Yang Yang and
Tung Fung},
title = {Providing Occupancy as a Service with Databox},
booktitle = {Proceedings of the 1st {ACM} International Workshop on Smart Cities
and Fog Computing, CitiFog@SenSys 2018, Shenzhen, China, November
4, 2018},
pages = {29--34},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3277893.3277894},
doi = {10.1145/3277893.3277894},
timestamp = {Wed, 22 May 2019 16:09:13 +0200},
biburl = {https://dblp.org/rec/conf/sensys/YadavMLM0CGMASH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-03151,
author = {Seyed Ali Ossia and
Ali Taheri and
Ali Shahin Shamsabadi and
Kleomenis Katevas and
Hamed Haddadi and
Hamid R. Rabiee},
title = {Deep Private-Feature Extraction},
journal = {CoRR},
volume = {abs/1802.03151},
year = {2018},
url = {http://arxiv.org/abs/1802.03151},
eprinttype = {arXiv},
eprint = {1802.03151},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-03151.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-03583,
author = {Ali Shahin Shamsabadi and
Hamed Haddadi and
Andrea Cavallaro},
title = {Distributed One-class Learning},
journal = {CoRR},
volume = {abs/1802.03583},
year = {2018},
url = {http://arxiv.org/abs/1802.03583},
eprinttype = {arXiv},
eprint = {1802.03583},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-03583.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/ShamsabadiBSRJ17,
author = {Ali Shahin Shamsabadi and
Massoud Babaie{-}Zadeh and
Seyyede Zohreh Seyyedsalehi and
Hamid R. Rabiee and
Christian Jutten},
title = {A new algorithm for training sparse autoencoders},
booktitle = {25th European Signal Processing Conference, {EUSIPCO} 2017, Kos, Greece,
August 28 - September 2, 2017},
pages = {2141--2145},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.23919/EUSIPCO.2017.8081588},
doi = {10.23919/EUSIPCO.2017.8081588},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/ShamsabadiBSRJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OssiaSTRLH17,
author = {Seyed Ali Ossia and
Ali Shahin Shamsabadi and
Ali Taheri and
Hamid R. Rabiee and
Nicholas D. Lane and
Hamed Haddadi},
title = {A Hybrid Deep Learning Architecture for Privacy-Preserving Mobile
Analytics},
journal = {CoRR},
volume = {abs/1703.02952},
year = {2017},
url = {http://arxiv.org/abs/1703.02952},
eprinttype = {arXiv},
eprint = {1703.02952},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OssiaSTRLH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-01727,
author = {Seyed Ali Ossia and
Ali Shahin Shamsabadi and
Ali Taheri and
Kleomenis Katevas and
Hamid R. Rabiee and
Nicholas D. Lane and
Hamed Haddadi},
title = {Privacy-Preserving Deep Inference for Rich User Data on The Cloud},
journal = {CoRR},
volume = {abs/1710.01727},
year = {2017},
url = {http://arxiv.org/abs/1710.01727},
eprinttype = {arXiv},
eprint = {1710.01727},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-01727.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
a service of 
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
last updated on 2024-04-25 05:47 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
