AutoZOOM: Autoencoder-based Zeroth Order Optimization Method for Attacking Black-box Neural Networks

Authors: Chun-Chen Tu, Paishun Ting, Pin-Yu Chen, Sijia Liu, Huan Zhang, Jinfeng Yi, Cho-Jui Hsieh, Shin-Ming Cheng | Published: 2018-05-30 | Updated: 2020-01-31
2018.05.30 2025.04.03
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Adversarial Noise Attacks of Deep Learning Architectures — Stability Analysis via Sparse Modeled Signals

Authors: Yaniv Romano, Aviad Aberdam, Jeremias Sulam, Michael Elad | Published: 2018-05-29 | Updated: 2019-08-05
2018.05.29 2025.04.03
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FairGAN: Fairness-aware Generative Adversarial Networks

Authors: Depeng Xu, Shuhan Yuan, Lu Zhang, Xintao Wu | Published: 2018-05-28
2018.05.28 2025.04.03
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The Coming Era of AlphaHacking? A Survey of Automatic Software Vulnerability Detection, Exploitation and Patching Techniques

Authors: Tiantian Ji, Yue Wu, Chang Wang, Xi Zhang, Zhongru Wang | Published: 2018-05-28 | Updated: 2018-05-30
2018.05.28 2025.04.03
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Defending Against Adversarial Attacks by Leveraging an Entire GAN

Authors: Gokula Krishnan Santhanam, Paulina Grnarova | Published: 2018-05-27
2018.05.27 2025.04.03
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Intensive Preprocessing of KDD Cup 99 for Network Intrusion Classification Using Machine Learning Techniques

Authors: Ibrahim Obeidat, Nabhan Hamadneh, Mouhammd Al-kasassbeh, Mohammad Almseidin | Published: 2018-05-26 | Updated: 2018-10-05
2018.05.26 2025.04.03
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Unsupervised Learning for Trustworthy IoT

Authors: Nikhil Banerjee, Thanassis Giannetsos, Emmanouil Panaousis, Clive Cheong Took | Published: 2018-05-25
2018.05.25 2025.04.03
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Detecting Deceptive Reviews using Generative Adversarial Networks

Authors: Hojjat Aghakhani, Aravind Machiry, Shirin Nilizadeh, Christopher Kruegel, Giovanni Vigna | Published: 2018-05-25
2018.05.25 2025.04.03
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Zeno: Distributed Stochastic Gradient Descent with Suspicion-based Fault-tolerance

Authors: Cong Xie, Oluwasanmi Koyejo, Indranil Gupta | Published: 2018-05-25 | Updated: 2019-05-18
2018.05.25 2025.04.03
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Performing Co-Membership Attacks Against Deep Generative Models

Authors: Kin Sum Liu, Chaowei Xiao, Bo Li, Jie Gao | Published: 2018-05-24 | Updated: 2019-09-20
2018.05.24 2025.04.03
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