QuSecNets: Quantization-based Defense Mechanism for Securing Deep Neural Network against Adversarial Attacks

Authors: Faiq Khalid, Hassan Ali, Hammad Tariq, Muhammad Abdullah Hanif, Semeen Rehman, Rehan Ahmed, Muhammad Shafique | Published: 2018-11-04 | Updated: 2020-05-14
2018.11.04 2025.04.03
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Structure and Content of the Visible Darknet

Authors: Georgia Avarikioti, Roman Brunner, Aggelos Kiayias, Roger Wattenhofer, Dionysis Zindros | Published: 2018-11-04 | Updated: 2018-11-07
2018.11.04 2025.04.03
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Learning to Defend by Learning to Attack

Authors: Haoming Jiang, Zhehui Chen, Yuyang Shi, Bo Dai, Tuo Zhao | Published: 2018-11-03 | Updated: 2021-05-02
2018.11.03 2025.04.03
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A Marauder’s Map of Security and Privacy in Machine Learning

Authors: Nicolas Papernot | Published: 2018-11-03
2018.11.03 2025.04.03
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TrISec: Training Data-Unaware Imperceptible Security Attacks on Deep Neural Networks

Authors: Faiq Khalid, Muhammad Abdullah Hanif, Semeen Rehman, Rehan Ahmed, Muhammad Shafique | Published: 2018-11-02 | Updated: 2020-05-14
2018.11.02 2025.04.03
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Towards Adversarial Malware Detection: Lessons Learned from PDF-based Attacks

Authors: Davide Maiorca, Battista Biggio, Giorgio Giacinto | Published: 2018-11-02 | Updated: 2020-04-14
2018.11.02 2025.04.03
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Stronger Data Poisoning Attacks Break Data Sanitization Defenses

Authors: Pang Wei Koh, Jacob Steinhardt, Percy Liang | Published: 2018-11-02 | Updated: 2021-12-03
2018.11.02 2025.04.03
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Towards the Development of Realistic Botnet Dataset in the Internet of Things for Network Forensic Analytics: Bot-IoT Dataset

Authors: Nickolaos Koroniotis, Nour Moustafa, Elena Sitnikova, Benjamin Turnbull | Published: 2018-11-02
2018.11.02 2025.04.03
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Exposing Deep Fakes Using Inconsistent Head Poses

Authors: Xin Yang, Yuezun Li, Siwei Lyu | Published: 2018-11-01 | Updated: 2018-11-13
2018.11.01 2025.04.03
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Exposing DeepFake Videos By Detecting Face Warping Artifacts

Authors: Yuezun Li, Siwei Lyu | Published: 2018-11-01 | Updated: 2019-05-22
2018.11.01 2025.04.03
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