MACER: Attack-free and Scalable Robust Training via Maximizing Certified Radius
Authors: Runtian Zhai, Chen Dan, Di He, Huan Zhang, Boqing Gong, Pradeep Ravikumar, Cho-Jui Hsieh, Liwei Wang | Published: 2020-01-08 | Updated: 2022-03-14
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Softmax-based Classification is k-means Clustering: Formal Proof, Consequences for Adversarial Attacks, and Improvement through Centroid Based Tailoring
Authors: Sibylle Hess, Wouter Duivesteijn, Decebal Mocanu | Published: 2020-01-07
WAF-A-MoLE: Evading Web Application Firewalls through Adversarial Machine Learning
Authors: Luca Demetrio, Andrea Valenza, Gabriele Costa, Giovanni Lagorio | Published: 2020-01-07
Towards a secure behavior modeling for IoT networks using Blockchain
Authors: Jawad Ali, Ahmad Shahrafidz Khalid, Eiad Yafi, Shahrulniza Musa, Waqas Ahmed | Published: 2020-01-06
Generating Semantic Adversarial Examples via Feature Manipulation
Authors: Shuo Wang, Surya Nepal, Carsten Rudolph, Marthie Grobler, Shangyu Chen, Tianle Chen | Published: 2020-01-06 | Updated: 2022-05-20
Toward Optimal Adversarial Policies in the Multiplicative Learning System with a Malicious Expert
Authors: S. Rasoul Etesami, Negar Kiyavash, Vincent Leon, H. Vincent Poor | Published: 2020-01-02 | Updated: 2020-09-18
ATHENA: A Framework based on Diverse Weak Defenses for Building Adversarial Defense
Authors: Ying Meng, Jianhai Su, Jason O'Kane, Pooyan Jamshidi | Published: 2020-01-02 | Updated: 2020-10-16
Deep Learning-Based Intrusion Detection System for Advanced Metering Infrastructure
Authors: Zakaria El Mrabet, Mehdi Ezzari, Hassan Elghazi, Badr Abou El Majd | Published: 2019-12-31
A Performance Comparison of Data Mining Algorithms Based Intrusion Detection System for Smart Grid
Authors: Zakaria El Mrabet, Hassan El Ghazi, Naima Kaabouch | Published: 2019-12-31
privGAN: Protecting GANs from membership inference attacks at low cost
Authors: Sumit Mukherjee, Yixi Xu, Anusua Trivedi, Juan Lavista Ferres | Published: 2019-12-31 | Updated: 2020-12-13