Closer Look at the Transferability of Adversarial Examples: How They
Fool Different Models Differently

Closer Look at the Transferability of Adversarial Examples: How They Fool Different Models Differently

29 December 2021

Sosuke Nishikawa

Trung-Nghia Le

Isao Echizen

Papers citing "Closer Look at the Transferability of Adversarial Examples: How They Fool Different Models Differently"

12 / 12 papers shown

Title
Clean Label Attacks against SLU Systems Henry Li Xinyuan Sonal Joshi Thomas Thebaud Jesus Villalba Najim Dehak Sanjeev Khudanpur AAML 32 0 0 13 Sep 2024
As Firm As Their Foundations: Can open-sourced foundation models be used to create adversarial examples for downstream tasks? Anjun Hu Jindong Gu Francesco Pinto Konstantinos Kamnitsas Philip H. S. Torr AAML SILM 32 5 0 19 Mar 2024
SA-Attack: Improving Adversarial Transferability of Vision-Language Pre-training Models via Self-Augmentation Bangyan He Xiaojun Jia Siyuan Liang Tianrui Lou Yang Liu Xiaochun Cao AAML VLM 24 23 0 08 Dec 2023
OT-Attack: Enhancing Adversarial Transferability of Vision-Language Models via Optimal Transport Optimization Dongchen Han Xiaojun Jia Yang Bai Jindong Gu Yang Liu Xiaochun Cao VLM 30 22 0 07 Dec 2023
Improving Adversarial Transferability via Model Alignment A. Ma Amir-massoud Farahmand Yangchen Pan Philip H. S. Torr Jindong Gu AAML 28 5 0 30 Nov 2023
A Survey on Transferability of Adversarial Examples across Deep Neural Networks Jindong Gu Xiaojun Jia Pau de Jorge Wenqain Yu Xinwei Liu ... Anjun Hu Ashkan Khakzar Zhijiang Li Xiaochun Cao Philip H. S. Torr AAML 29 26 0 26 Oct 2023
On the Computational Entanglement of Distant Features in Adversarial Machine Learning Yen-Lung Lai Xingbo Dong Zhe Jin AAML 11 0 0 27 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
Reliable Evaluation of Adversarial Transferability Wenqian Yu Jindong Gu Zhijiang Li Philip H. S. Torr AAML 27 8 0 14 Jun 2023
Adversarial-Aware Deep Learning System based on a Secondary Classical Machine Learning Verification Approach Mohammed Alkhowaiter Hisham A. Kholidy Mnassar Alyami Abdulmajeed Alghamdi C. Zou AAML 19 8 0 01 Jun 2023
Similarity of Neural Architectures using Adversarial Attack Transferability Jaehui Hwang Dongyoon Han Byeongho Heo Song Park Sanghyuk Chun Jong-Seok Lee AAML 24 1 0 20 Oct 2022
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 281 5,833 0 08 Jul 2016