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@inproceedings{DBLP:conf/ccs/BaracaldoCLS17,
  author       = {Nathalie Baracaldo and
                  Bryant Chen and
                  Heiko Ludwig and
                  Jaehoon Amir Safavi},
  editor       = {Bhavani Thuraisingham and
                  Battista Biggio and
                  David Mandell Freeman and
                  Brad Miller and
                  Arunesh Sinha},
  title        = {Mitigating Poisoning Attacks on Machine Learning Models: {A} Data
                  Provenance Based Approach},
  booktitle    = {Proceedings of the 10th {ACM} Workshop on Artificial Intelligence
                  and Security, AISec@CCS 2017, Dallas, TX, USA, November 3, 2017},
  pages        = {103--110},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3128572.3140450},
  doi          = {10.1145/3128572.3140450},
  timestamp    = {Wed, 29 Jun 2022 15:37:41 +0200},
  biburl       = {https://dblp.org/rec/conf/ccs/BaracaldoCLS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ccs/BittnerSW17,
  author       = {Daniel M. Bittner and
                  Anand D. Sarwate and
                  Rebecca N. Wright},
  editor       = {Bhavani Thuraisingham and
                  Battista Biggio and
                  David Mandell Freeman and
                  Brad Miller and
                  Arunesh Sinha},
  title        = {Differentially Private Noisy Search with Applications to Anomaly Detection
                  (Abstract)},
  booktitle    = {Proceedings of the 10th {ACM} Workshop on Artificial Intelligence
                  and Security, AISec@CCS 2017, Dallas, TX, USA, November 3, 2017},
  pages        = {53},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3128572.3140456},
  doi          = {10.1145/3128572.3140456},
  timestamp    = {Mon, 15 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ccs/BittnerSW17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ccs/Caliskan17,
  author       = {Aylin Caliskan},
  editor       = {Bhavani Thuraisingham and
                  Battista Biggio and
                  David Mandell Freeman and
                  Brad Miller and
                  Arunesh Sinha},
  title        = {Beyond Big Data: What Can We Learn from {AI} Models?: Invited Keynote},
  booktitle    = {Proceedings of the 10th {ACM} Workshop on Artificial Intelligence
                  and Security, AISec@CCS 2017, Dallas, TX, USA, November 3, 2017},
  pages        = {1},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3128572.3140452},
  doi          = {10.1145/3128572.3140452},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ccs/Caliskan17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ccs/Carlini017,
  author       = {Nicholas Carlini and
                  David A. Wagner},
  editor       = {Bhavani Thuraisingham and
                  Battista Biggio and
                  David Mandell Freeman and
                  Brad Miller and
                  Arunesh Sinha},
  title        = {Adversarial Examples Are Not Easily Detected: Bypassing Ten Detection
                  Methods},
  booktitle    = {Proceedings of the 10th {ACM} Workshop on Artificial Intelligence
                  and Security, AISec@CCS 2017, Dallas, TX, USA, November 3, 2017},
  pages        = {3--14},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3128572.3140444},
  doi          = {10.1145/3128572.3140444},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ccs/Carlini017.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ccs/ChenZSYH17,
  author       = {Pin{-}Yu Chen and
                  Huan Zhang and
                  Yash Sharma and
                  Jinfeng Yi and
                  Cho{-}Jui Hsieh},
  editor       = {Bhavani Thuraisingham and
                  Battista Biggio and
                  David Mandell Freeman and
                  Brad Miller and
                  Arunesh Sinha},
  title        = {{ZOO:} Zeroth Order Optimization Based Black-box Attacks to Deep Neural
                  Networks without Training Substitute Models},
  booktitle    = {Proceedings of the 10th {ACM} Workshop on Artificial Intelligence
                  and Security, AISec@CCS 2017, Dallas, TX, USA, November 3, 2017},
  pages        = {15--26},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3128572.3140448},
  doi          = {10.1145/3128572.3140448},
  timestamp    = {Mon, 02 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ccs/ChenZSYH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ccs/HalawaRBCL17,
  author       = {Hassan Halawa and
                  Matei Ripeanu and
                  Konstantin Beznosov and
                  Baris Coskun and
                  Meizhu Liu},
  editor       = {Bhavani Thuraisingham and
                  Battista Biggio and
                  David Mandell Freeman and
                  Brad Miller and
                  Arunesh Sinha},
  title        = {An Early Warning System for Suspicious Accounts},
  booktitle    = {Proceedings of the 10th {ACM} Workshop on Artificial Intelligence
                  and Security, AISec@CCS 2017, Dallas, TX, USA, November 3, 2017},
  pages        = {51--52},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3128572.3140455},
  doi          = {10.1145/3128572.3140455},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ccs/HalawaRBCL17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ccs/HanHSCLQP17,
  author       = {Shuchu Han and
                  Yifan Hu and
                  Steven Skiena and
                  Baris Coskun and
                  Meizhu Liu and
                  Hong Qin and
                  Jaime Perez},
  editor       = {Bhavani Thuraisingham and
                  Battista Biggio and
                  David Mandell Freeman and
                  Brad Miller and
                  Arunesh Sinha},
  title        = {Generating Look-alike Names For Security Challenges},
  booktitle    = {Proceedings of the 10th {ACM} Workshop on Artificial Intelligence
                  and Security, AISec@CCS 2017, Dallas, TX, USA, November 3, 2017},
  pages        = {57--67},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3128572.3140441},
  doi          = {10.1145/3128572.3140441},
  timestamp    = {Fri, 02 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ccs/HanHSCLQP17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ccs/KumarWS17,
  author       = {Ram Shankar Siva Kumar and
                  Andrew Wicker and
                  Matt Swann},
  editor       = {Bhavani Thuraisingham and
                  Battista Biggio and
                  David Mandell Freeman and
                  Brad Miller and
                  Arunesh Sinha},
  title        = {Practical Machine Learning for Cloud Intrusion Detection: Challenges
                  and the Way Forward},
  booktitle    = {Proceedings of the 10th {ACM} Workshop on Artificial Intelligence
                  and Security, AISec@CCS 2017, Dallas, TX, USA, November 3, 2017},
  pages        = {81--90},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3128572.3140445},
  doi          = {10.1145/3128572.3140445},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ccs/KumarWS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ccs/LiuLVO17,
  author       = {Chang Liu and
                  Bo Li and
                  Yevgeniy Vorobeychik and
                  Alina Oprea},
  editor       = {Bhavani Thuraisingham and
                  Battista Biggio and
                  David Mandell Freeman and
                  Brad Miller and
                  Arunesh Sinha},
  title        = {Robust Linear Regression Against Training Data Poisoning},
  booktitle    = {Proceedings of the 10th {ACM} Workshop on Artificial Intelligence
                  and Security, AISec@CCS 2017, Dallas, TX, USA, November 3, 2017},
  pages        = {91--102},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3128572.3140447},
  doi          = {10.1145/3128572.3140447},
  timestamp    = {Mon, 22 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ccs/LiuLVO17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ccs/Munoz-GonzalezB17,
  author       = {Luis Mu{\~{n}}oz{-}Gonz{\'{a}}lez and
                  Battista Biggio and
                  Ambra Demontis and
                  Andrea Paudice and
                  Vasin Wongrassamee and
                  Emil C. Lupu and
                  Fabio Roli},
  editor       = {Bhavani Thuraisingham and
                  Battista Biggio and
                  David Mandell Freeman and
                  Brad Miller and
                  Arunesh Sinha},
  title        = {Towards Poisoning of Deep Learning Algorithms with Back-gradient Optimization},
  booktitle    = {Proceedings of the 10th {ACM} Workshop on Artificial Intelligence
                  and Security, AISec@CCS 2017, Dallas, TX, USA, November 3, 2017},
  pages        = {27--38},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3128572.3140451},
  doi          = {10.1145/3128572.3140451},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ccs/Munoz-GonzalezB17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ccs/RaffN17,
  author       = {Edward Raff and
                  Charles Nicholas},
  editor       = {Bhavani Thuraisingham and
                  Battista Biggio and
                  David Mandell Freeman and
                  Brad Miller and
                  Arunesh Sinha},
  title        = {Malware Classification and Class Imbalance via Stochastic Hashed {LZJD}},
  booktitle    = {Proceedings of the 10th {ACM} Workshop on Artificial Intelligence
                  and Security, AISec@CCS 2017, Dallas, TX, USA, November 3, 2017},
  pages        = {111--120},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3128572.3140446},
  doi          = {10.1145/3128572.3140446},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ccs/RaffN17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ccs/RaffSN17,
  author       = {Edward Raff and
                  Jared Sylvester and
                  Charles Nicholas},
  editor       = {Bhavani Thuraisingham and
                  Battista Biggio and
                  David Mandell Freeman and
                  Brad Miller and
                  Arunesh Sinha},
  title        = {Learning the {PE} Header, Malware Detection with Minimal Domain Knowledge},
  booktitle    = {Proceedings of the 10th {ACM} Workshop on Artificial Intelligence
                  and Security, AISec@CCS 2017, Dallas, TX, USA, November 3, 2017},
  pages        = {121--132},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3128572.3140442},
  doi          = {10.1145/3128572.3140442},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ccs/RaffSN17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ccs/SolankiKSP17,
  author       = {Saumya Solanki and
                  Gautam Krishnan and
                  Varshini Sampath and
                  Jason Polakis},
  editor       = {Bhavani Thuraisingham and
                  Battista Biggio and
                  David Mandell Freeman and
                  Brad Miller and
                  Arunesh Sinha},
  title        = {In (Cyber)Space Bots Can Hear You Speak: Breaking Audio CAPTCHAs Using
                  {OTS} Speech Recognition},
  booktitle    = {Proceedings of the 10th {ACM} Workshop on Artificial Intelligence
                  and Security, AISec@CCS 2017, Dallas, TX, USA, November 3, 2017},
  pages        = {69--80},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3128572.3140443},
  doi          = {10.1145/3128572.3140443},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ccs/SolankiKSP17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ccs/YakuraSNOS17,
  author       = {Hiromu Yakura and
                  Shinnosuke Shinozaki and
                  Reon Nishimura and
                  Yoshihiro Oyama and
                  Jun Sakuma},
  editor       = {Bhavani Thuraisingham and
                  Battista Biggio and
                  David Mandell Freeman and
                  Brad Miller and
                  Arunesh Sinha},
  title        = {Malware Analysis of Imaged Binary Samples by Convolutional Neural
                  Network with Attention Mechanism},
  booktitle    = {Proceedings of the 10th {ACM} Workshop on Artificial Intelligence
                  and Security, AISec@CCS 2017, Dallas, TX, USA, November 3, 2017},
  pages        = {55--56},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3128572.3140457},
  doi          = {10.1145/3128572.3140457},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ccs/YakuraSNOS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ccs/ZantedeschiNR17,
  author       = {Valentina Zantedeschi and
                  Maria{-}Irina Nicolae and
                  Ambrish Rawat},
  editor       = {Bhavani Thuraisingham and
                  Battista Biggio and
                  David Mandell Freeman and
                  Brad Miller and
                  Arunesh Sinha},
  title        = {Efficient Defenses Against Adversarial Attacks},
  booktitle    = {Proceedings of the 10th {ACM} Workshop on Artificial Intelligence
                  and Security, AISec@CCS 2017, Dallas, TX, USA, November 3, 2017},
  pages        = {39--49},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3128572.3140449},
  doi          = {10.1145/3128572.3140449},
  timestamp    = {Tue, 06 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ccs/ZantedeschiNR17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@proceedings{DBLP:conf/ccs/2017aisec,
  editor       = {Bhavani Thuraisingham and
                  Battista Biggio and
                  David Mandell Freeman and
                  Brad Miller and
                  Arunesh Sinha},
  title        = {Proceedings of the 10th {ACM} Workshop on Artificial Intelligence
                  and Security, AISec@CCS 2017, Dallas, TX, USA, November 3, 2017},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {http://dl.acm.org/citation.cfm?id=3128572},
  isbn         = {978-1-4503-5202-4},
  timestamp    = {Wed, 29 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ccs/2017aisec.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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