Adversarial Robustness with Non-uniform Perturbations

Adversarial Robustness with Non-uniform Perturbations

24 February 2021

Ece Naz Erdemir

Jeffrey Bickford

Papers citing "Adversarial Robustness with Non-uniform Perturbations"

14 / 14 papers shown

Title
Living off the Analyst: Harvesting Features from Yara Rules for Malware Detection Siddhant Gupta Fred Lu Andrew Barlow Edward Raff Francis Ferraro Cynthia Matuszek Charles K. Nicholas James Holt 73 0 0 27 Nov 2024
Investigating Imperceptibility of Adversarial Attacks on Tabular Data: An Empirical Analysis Zhipeng He Chun Ouyang Laith Alzubaidi Alistair Barros Catarina Moreira AAML 30 0 0 16 Jul 2024
Bayesian Learned Models Can Detect Adversarial Malware For Free Bao Gia Doan Dang Quang Nguyen Paul Montague Tamas Abraham O. Vel S. Çamtepe S. Kanhere Ehsan Abbasnejad D. Ranasinghe AAML 38 1 0 27 Mar 2024
Towards Independence Criterion in Machine Unlearning of Features and Labels Ling Han Nanqing Luo Hao Huang Jing Chen Mary-Anne Hartley MU 24 4 0 12 Mar 2024
Verification of Neural Networks' Global Robustness Anan Kabaha Dana Drachsler-Cohen AAML OOD 35 5 0 29 Feb 2024
Projected Randomized Smoothing for Certified Adversarial Robustness Samuel Pfrommer Brendon G. Anderson Somayeh Sojoudi AAML 21 16 0 25 Sep 2023
Feature-Space Bayesian Adversarial Learning Improved Malware Detector Robustness Bao Gia Doan Shuiqiao Yang Paul Montague O. Vel Tamas Abraham S. Çamtepe S. Kanhere Ehsan Abbasnejad D. Ranasinghe OOD AAML 31 6 0 30 Jan 2023
Towards Generating Adversarial Examples on Mixed-type Data Han Xu Menghai Pan Zhimeng Jiang Huiyuan Chen Xiaoting Li Mahashweta Das Hao Yang AAML SILM 8 0 0 17 Oct 2022
An Overview and Prospective Outlook on Robust Training and Certification of Machine Learning Models Brendon G. Anderson Tanmay Gautam Somayeh Sojoudi OOD 13 2 0 15 Aug 2022
Firenze: Model Evaluation Using Weak Signals Bhavna Soman A. Torkamani Michael J. Morais Jeffrey Bickford Baris Coskun 30 2 0 02 Jul 2022
Adversarial Attack and Defense for Non-Parametric Two-Sample Tests Xilie Xu Jingfeng Zhang Feng Liu Masashi Sugiyama Mohan S. Kankanhalli AAML 22 1 0 07 Feb 2022
A Unified Framework for Adversarial Attack and Defense in Constrained Feature Space Thibault Simonetto Salijona Dyrmishi Salah Ghamizi Maxime Cordy Yves Le Traon AAML 19 21 0 02 Dec 2021
Feature Importance Guided Attack: A Model Agnostic Adversarial Attack Gilad Gressel Niranjan Hegde A. Sreekumar Rishikumar Radhakrishnan Kalyani Harikumar Michael C. Darling Krishnashree Achuthan AAML 61 16 0 28 Jun 2021
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 261 3,109 0 04 Nov 2016