Attacking deep networks with surrogate-based adversarial black-box
methods is easy

Attacking deep networks with surrogate-based adversarial black-box methods is easy

16 March 2022

Nicholas A. Lord

Luca Bertinetto

Papers citing "Attacking deep networks with surrogate-based adversarial black-box methods is easy"

16 / 16 papers shown

Title
With Great Backbones Comes Great Adversarial Transferability Erik Arakelyan Karen Hambardzumyan Davit Papikyan Pasquale Minervini Albert Gordo Isabelle Augenstein Aram H. Markosyan AAML 65 0 0 21 Jan 2025
PEAS: A Strategy for Crafting Transferable Adversarial Examples Bar Avraham Yisroel Mirsky AAML 19 0 0 20 Oct 2024
DifAttack++: Query-Efficient Black-Box Adversarial Attack via Hierarchical Disentangled Feature Space in Cross-Domain Jun Liu Jiantao Zhou Jiandian Zeng Jinyu Tian Zheng Li 35 0 0 05 Jun 2024
Efficient Black-box Adversarial Attacks via Bayesian Optimization Guided by a Function Prior Shuyu Cheng Yibo Miao Yinpeng Dong Xiao Yang Xiao-Shan Gao Jun Zhu AAML 27 3 0 29 May 2024
Adversarial Attacks on Hidden Tasks in Multi-Task Learning Yu Zhe Rei Nagaike Daiki Nishiyama Kazuto Fukuchi Jun Sakuma AAML 27 0 0 24 May 2024
PAL: Proxy-Guided Black-Box Attack on Large Language Models Chawin Sitawarin Norman Mu David A. Wagner Alexandre Araujo ELM 24 29 0 15 Feb 2024
DOEPatch: Dynamically Optimized Ensemble Model for Adversarial Patches Generation Wenyi Tan Yang Li Chenxing Zhao Zhunga Liu Quanbiao Pan AAML 23 3 0 28 Dec 2023
SoK: Pitfalls in Evaluating Black-Box Attacks Fnu Suya Anshuman Suri Tingwei Zhang Jingtao Hong Yuan Tian David E. Evans AAML 24 6 0 26 Oct 2023
Boosting Black-box Attack to Deep Neural Networks with Conditional Diffusion Models Renyang Liu Wei Zhou Tianwei Zhang Kangjie Chen Jun Zhao Kwok-Yan Lam 22 9 0 11 Oct 2023
DifAttack: Query-Efficient Black-Box Attack via Disentangled Feature Space Liu Jun Jiantao Zhou Jiandian Zeng Jinyu Tian 11 1 0 26 Sep 2023
Common Knowledge Learning for Generating Transferable Adversarial Examples Rui Yang Yuanfang Guo Junfu Wang Jiantao Zhou Yun-an Wang AAML 13 0 0 01 Jul 2023
Ensemble-based Blackbox Attacks on Dense Prediction Zikui Cai Yaoteng Tan M. Salman Asif AAML 25 14 0 25 Mar 2023
Query Efficient Cross-Dataset Transferable Black-Box Attack on Action Recognition Rohit Gupta Naveed Akhtar Gaurav Kumar Nayak Ajmal Saeed Mian M. Shah AAML 26 1 0 23 Nov 2022
Blackbox Attacks via Surrogate Ensemble Search Zikui Cai Chengyu Song S. Krishnamurthy A. Roy-Chowdhury M. Salman Asif AAML 8 19 0 07 Aug 2022
Gradient Aligned Attacks via a Few Queries Xiangyuan Yang Jie Lin Hanlin Zhang Xinyu Yang Peng Zhao AAML 35 0 0 19 May 2022
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 261 3,109 0 04 Nov 2016