Automated Poisoning Attacks and Defenses in Malware Detection Systems: An Adversarial Machine Learning Approach

Authors: Sen Chen, Minhui Xue, Lingling Fan, Shuang Hao, Lihua Xu, Haojin Zhu, Bo Li | Published: 2017-06-13 | Updated: 2017-10-31
2017.06.13 2025.04.03
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Analysis of Anomalies in the Internet Traffic Observed at the Campus Network Gateway

Authors: Veronica del Carmen Estrada | Published: 2017-06-10
2017.06.10 2025.04.03
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Certified Defenses for Data Poisoning Attacks

Authors: Jacob Steinhardt, Pang Wei Koh, Percy Liang | Published: 2017-06-09 | Updated: 2017-11-24
2017.06.09 2025.04.03
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A Mean-Field Stackelberg Game Approach for Obfuscation Adoption in Empirical Risk Minimization

Authors: Jeffrey Pawlick, Quanyan Zhu | Published: 2017-06-08 | Updated: 2017-10-16
2017.06.08 2025.04.03
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Localization of JPEG double compression through multi-domain convolutional neural networks

Authors: Irene Amerini, Tiberio Uricchio, Lamberto Ballan, Roberto Caldelli | Published: 2017-06-06
2017.06.06 2025.04.03
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Adversarial-Playground: A Visualization Suite for Adversarial Sample Generation

Authors: Andrew Norton, Yanjun Qi | Published: 2017-06-06 | Updated: 2017-06-16
2017.06.06 2025.04.03
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Context-aware, Adaptive and Scalable Android Malware Detection through Online Learning (extended version)

Authors: Annamalai Narayanan, Mahinthan Chandramohan, Lihui Chen, Yang Liu | Published: 2017-06-03 | Updated: 2017-07-06
2017.06.03 2025.04.03
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MagNet: a Two-Pronged Defense against Adversarial Examples

Authors: Dongyu Meng, Hao Chen | Published: 2017-05-25 | Updated: 2017-09-11
2017.05.25 2025.04.03
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Detecting Malignant TLS Servers Using Machine Learning Techniques

Authors: Sankalp Bagaria, R. Balaji, B. S. Bindhumadhava | Published: 2017-05-25
2017.05.25 2025.04.03
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Anti-spoofing Methods for Automatic SpeakerVerification System

Authors: Galina Lavrentyeva, Sergey Novoselov, Konstantin Simonchik | Published: 2017-05-24
2017.05.24 2025.04.03
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