Can audio-visual integration strengthen robustness under multimodal attacks?

5 April 2021

Papers citing "Can audio-visual integration strengthen robustness under multimodal attacks?"

23 / 23 papers shown

Title
GuardDoor: Safeguarding Against Malicious Diffusion Editing via Protective Backdoors Yaopei Zeng Yuanpu Cao Lu Lin DiffM WIGM 74 0 0 05 Mar 2025
Adversarial Robustness in RGB-Skeleton Action Recognition: Leveraging Attention Modality Reweighter Chao Liu Xin Liu Zi-jian Yu Yonghong Hou Huanjing Yue Jingyu Yang AAML 30 0 0 29 Jul 2024
MMCert: Provable Defense against Adversarial Attacks to Multi-modal Models Yanting Wang Hongye Fu Wei Zou Jinyuan Jia AAML 23 1 0 28 Mar 2024
Quantifying and Enhancing Multi-modal Robustness with Modality Preference Zequn Yang Yake Wei Ce Liang Di Hu AAML 32 9 0 09 Feb 2024
A Survey on Safe Multi-Modal Learning System Tianyi Zhao Liangliang Zhang Yao Ma Lu Cheng 57 9 0 08 Feb 2024
Bag of Tricks to Boost Adversarial Transferability Zeliang Zhang Rongyi Zhu Wei Yao Xiaosen Wang Chenliang Xu AAML 47 9 0 16 Jan 2024
Magmaw: Modality-Agnostic Adversarial Attacks on Machine Learning-Based Wireless Communication Systems Jung-Woo Chang Ke Sun Nasimeh Heydaribeni Seira Hidano Xinyu Zhang F. Koushanfar AAML 17 1 0 01 Nov 2023
What Makes for Robust Multi-Modal Models in the Face of Missing Modalities? Siting Li Chenzhuang Du Yue Zhao Yu Huang Hang Zhao 24 4 0 10 Oct 2023
Audio-Visual Class-Incremental Learning Weiguo Pian Shentong Mo Yunhui Guo Yapeng Tian CLL VLM 30 28 0 21 Aug 2023
Looking and Listening: Audio Guided Text Recognition Wenwen Yu Mingyu Liu Biao Yang Enming Zhang Deqiang Jiang Xing Sun Yuliang Liu Xiang Bai DiffM 25 1 0 06 Jun 2023
Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models Shuo Chen Jindong Gu Zhen Han Yunpu Ma Philip H. S. Torr Volker Tresp VPVLM VLM 32 17 0 03 Jun 2023
Instance-Level Trojan Attacks on Visual Question Answering via Adversarial Learning in Neuron Activation Space Yuwei Sun H. Ochiai Jun Sakuma AAML 20 6 0 02 Apr 2023
Pay Self-Attention to Audio-Visual Navigation Yinfeng Yu Lele Cao Gang Hua Xiaohong Liu Liejun Wang 27 4 0 04 Oct 2022
Robustness Analysis of Video-Language Models Against Visual and Language Perturbations Madeline Chantry Schiappa Shruti Vyas Hamid Palangi Y. S. Rawat Vibhav Vineet VLM 120 17 0 05 Jul 2022
Noise-Tolerant Learning for Audio-Visual Action Recognition Haocheng Han Qinghua Zheng Minnan Luo Kaiyao Miao Feng Tian Yuanchun Chen NoLa 22 7 0 16 May 2022
Sound Adversarial Audio-Visual Navigation Yinfeng Yu Wenbing Huang Gang Hua Changan Chen Yikai Wang Xiaohong Liu AAML 19 29 0 22 Feb 2022
Visual Sound Localization in the Wild by Cross-Modal Interference Erasing Xian Liu Rui Qian Hang Zhou Di Hu Weiyao Lin Ziwei Liu Bolei Zhou Xiaowei Zhou 18 25 0 13 Feb 2022
Understanding and Measuring Robustness of Multimodal Learning Nishant Vishwamitra Hongxin Hu Ziming Zhao Long Cheng Feng Luo AAML 19 5 0 22 Dec 2021
Space-Time Memory Network for Sounding Object Localization in Videos Sizhe Li Yapeng Tian Chenliang Xu 26 10 0 10 Nov 2021
VisualEchoes: Spatial Image Representation Learning through Echolocation Ruohan Gao Changan Chen Ziad Al-Halah Carl Schissler Kristen Grauman MDE SSL 171 83 0 04 May 2020
Audiovisual SlowFast Networks for Video Recognition Fanyi Xiao Yong Jae Lee Kristen Grauman Jitendra Malik Christoph Feichtenhofer 197 206 0 23 Jan 2020
Lip Reading Sentences in the Wild Joon Son Chung A. Senior Oriol Vinyals Andrew Zisserman 164 784 0 16 Nov 2016
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 264 3,110 0 04 Nov 2016