PAD: Towards Principled Adversarial Malware Detection Against Evasion Attacks

22 February 2023

Papers citing "PAD: Towards Principled Adversarial Malware Detection Against Evasion Attacks"

6 / 6 papers shown

Title
Defending against Adversarial Malware Attacks on ML-based Android Malware Detection Systems Ping He Lorenzo Cavallaro Shouling Ji AAML 29 0 0 23 Jan 2025
MalPurifier: Enhancing Android Malware Detection with Adversarial Purification against Evasion Attacks Yuyang Zhou Guang Cheng Zongyao Chen Shui Yu AAML 17 3 0 11 Dec 2023
Adversarial Patterns: Building Robust Android Malware Classifiers Dipkamal Bhusal Nidhi Rastogi AAML 13 1 0 04 Mar 2022
On the Convergence and Robustness of Adversarial Training Yisen Wang Xingjun Ma James Bailey Jinfeng Yi Bowen Zhou Quanquan Gu AAML 186 344 0 15 Dec 2021
Recent Advances in Adversarial Training for Adversarial Robustness Tao Bai Jinqi Luo Jun Zhao B. Wen Qian Wang AAML 71 467 0 02 Feb 2021
Input Convex Neural Networks Brandon Amos Lei Xu J. Zico Kolter 166 596 0 22 Sep 2016