SoK: Pitfalls in Evaluating Black-Box Attacks

SoK: Pitfalls in Evaluating Black-Box Attacks

26 October 2023

Papers citing "SoK: Pitfalls in Evaluating Black-Box Attacks"

14 / 14 papers shown

Title
Adversarial Illusions in Multi-Modal Embeddings Tingwei Zhang Rishi Jha Eugene Bagdasaryan Vitaly Shmatikov AAML 24 8 0 22 Aug 2023
Improving the Transferability of Adversarial Attacks on Face Recognition with Beneficial Perturbation Feature Augmentation Fengfan Zhou H. Ling Yuxuan Shi Jiazhong Chen Zongyi Li Ping Li AAML 42 7 0 28 Oct 2022
Bad Citrus: Reducing Adversarial Costs with Model Distances Giorgio Severi Will Pearce Alina Oprea AAML 23 1 0 06 Oct 2022
Query Efficient Decision Based Sparse Attacks Against Black-Box Deep Learning Models Viet Vo Ehsan Abbasnejad D. Ranasinghe AAML 16 14 0 31 Jan 2022
Beyond ImageNet Attack: Towards Crafting Adversarial Examples for Black-box Domains Qilong Zhang Xiaodan Li YueFeng Chen Jingkuan Song Lianli Gao Yuan He Hui Xue AAML 62 64 0 27 Jan 2022
Adversarial Attack via Dual-Stage Network Erosion Yexin Duan Junhua Zou Xingyu Zhou Wu Zhang Jin Zhang Zhisong Pan AAML SILM 14 4 0 01 Jan 2022
Adversarial Attack across Datasets Yunxiao Qin Yuanhao Xiong Jinfeng Yi Lihong Cao Cho-Jui Hsieh AAML 30 3 0 13 Oct 2021
Adversarial Transfer Attacks With Unknown Data and Class Overlap Luke E. Richards A. Nguyen Ryan Capps Steven D. Forsythe Cynthia Matuszek Edward Raff AAML 33 7 0 23 Sep 2021
Meta Gradient Adversarial Attack Zheng Yuan Jie M. Zhang Yunpei Jia Chuanqi Tan Tao Xue Shiguang Shan AAML 47 78 0 09 Aug 2021
Admix: Enhancing the Transferability of Adversarial Attacks Xiaosen Wang Xu He Jingdong Wang Kun He AAML 68 192 0 31 Jan 2021
Data-Free Adversarial Perturbations for Practical Black-Box Attack Zhaoxin Huan Yulong Wang Xiaolu Zhang L. Shang Chilin Fu Jun Zhou 14 12 0 03 Mar 2020
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 122 218 0 24 Sep 2019
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 256 3,108 0 04 Nov 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 247 36,237 0 25 Aug 2016