Query Efficient Decision Based Sparse Attacks Against Black-Box Deep
Learning Models

Query Efficient Decision Based Sparse Attacks Against Black-Box Deep Learning Models

31 January 2022

Ehsan Abbasnejad

Papers citing "Query Efficient Decision Based Sparse Attacks Against Black-Box Deep Learning Models"

12 / 12 papers shown

Title
On the Adversarial Vulnerabilities of Transfer Learning in Remote Sensing Tao Bai Xingjian Tian Yonghao Xu B. Wen AAML 41 0 0 20 Jan 2025
BruSLeAttack: A Query-Efficient Score-Based Black-Box Sparse Adversarial Attack Viet Vo Ehsan Abbasnejad D. Ranasinghe AAML 33 5 0 08 Apr 2024
Speech Robust Bench: A Robustness Benchmark For Speech Recognition Muhammad A. Shah David Solans Noguero Mikko A. Heikkilä Nicolas Kourtellis 27 5 0 08 Mar 2024
MalPurifier: Enhancing Android Malware Detection with Adversarial Purification against Evasion Attacks Yuyang Zhou Guang Cheng Zongyao Chen Shui Yu AAML 33 5 0 11 Dec 2023
SoK: Pitfalls in Evaluating Black-Box Attacks Fnu Suya Anshuman Suri Tingwei Zhang Jingtao Hong Yuan Tian David E. Evans AAML 31 6 0 26 Oct 2023
Query-Efficient Decision-based Black-Box Patch Attack Zhaoyu Chen Bo-wen Li Shuang Wu Shouhong Ding Wenqiang Zhang AAML 19 33 0 02 Jul 2023
Certifiable Black-Box Attacks with Randomized Adversarial Examples: Breaking Defenses with Provable Confidence Hanbin Hong Xinyu Zhang Binghui Wang Zhongjie Ba Yuan Hong AAML 22 2 0 10 Apr 2023
Efficient Decision-based Black-box Patch Attacks on Video Recognition Kaixun Jiang Zhaoyu Chen Tony Huang Jiafeng Wang Dingkang Yang Bo-wen Li Yan Wang Wenqiang Zhang AAML 22 21 0 21 Mar 2023
Decision-BADGE: Decision-based Adversarial Batch Attack with Directional Gradient Estimation Geunhyeok Yu Minwoo Jeon Hyoseok Hwang AAML 24 1 0 09 Mar 2023
Bayesian Learning with Information Gain Provably Bounds Risk for a Robust Adversarial Defense Bao Gia Doan Ehsan Abbasnejad Javen Qinfeng Shi Damith Ranashinghe AAML OOD 26 8 0 05 Dec 2022
Universal Adversarial Examples in Remote Sensing: Methodology and Benchmark Yonghao Xu Pedram Ghamisi AAML 24 71 0 14 Feb 2022
Sign-OPT: A Query-Efficient Hard-label Adversarial Attack Minhao Cheng Simranjit Singh Patrick H. Chen Pin-Yu Chen Sijia Liu Cho-Jui Hsieh AAML 124 219 0 24 Sep 2019