Adversarial Perturbations Against Real-Time Video Classification Systems

Adversarial Perturbations Against Real-Time Video Classification Systems

2 July 2018

S. Krishnamurthy

A. Roy-Chowdhury

Papers citing "Adversarial Perturbations Against Real-Time Video Classification Systems"

16 / 16 papers shown

Title
Image-based Multimodal Models as Intruders: Transferable Multimodal Attacks on Video-based MLLMs Linhao Huang Xue Jiang Zhiqiang Wang Wentao Mo Xi Xiao Bo Han Yongjie Yin Feng Zheng AAML 47 2 0 02 Jan 2025
Improve Video Representation with Temporal Adversarial Augmentation Jinhao Duan Quanfu Fan Hao-Ran Cheng Xiaoshuang Shi Kaidi Xu AAML AI4TS ViT 18 2 0 28 Apr 2023
Efficient Robustness Assessment via Adversarial Spatial-Temporal Focus on Videos Xingxing Wei Songping Wang Huanqian Yan AAML 16 15 0 03 Jan 2023
"Real Attackers Don't Compute Gradients": Bridging the Gap Between Adversarial ML Research and Practice Giovanni Apruzzese Hyrum S. Anderson Savino Dambra D. Freeman Fabio Pierazzi Kevin A. Roundy AAML 27 75 0 29 Dec 2022
Temporal Shuffling for Defending Deep Action Recognition Models against Adversarial Attacks Jaehui Hwang Huan Zhang Jun-Ho Choi Cho-Jui Hsieh Jong-Seok Lee AAML 17 5 0 15 Dec 2021
ADC: Adversarial attacks against object Detection that evade Context consistency checks Mingjun Yin Shasha Li Chengyu Song M. Salman Asif A. Roy-Chowdhury S. Krishnamurthy AAML 19 22 0 24 Oct 2021
A Survey On Universal Adversarial Attack Chaoning Zhang Philipp Benz Chenguo Lin Adil Karjauv Jing Wu In So Kweon AAML 19 90 0 02 Mar 2021
MultAV: Multiplicative Adversarial Videos Shao-Yuan Lo Vishal M. Patel AAML 15 8 0 17 Sep 2020
Adversarial Examples on Object Recognition: A Comprehensive Survey A. Serban E. Poll Joost Visser AAML 19 73 0 07 Aug 2020
A Le Cam Type Bound for Adversarial Learning and Applications Qiuling Xu Kevin Bello Jean Honorio AAML 16 1 0 01 Jul 2020
Towards Feature Space Adversarial Attack Qiuling Xu Guanhong Tao Shuyang Cheng X. Zhang GAN AAML 21 25 0 26 Apr 2020
Over-the-Air Adversarial Flickering Attacks against Video Recognition Networks Roi Pony I. Naeh Shie Mannor AAML 13 51 0 12 Feb 2020
Constrained Concealment Attacks against Reconstruction-based Anomaly Detectors in Industrial Control Systems Alessandro Erba Riccardo Taormina S. Galelli Marcello Pogliani Michele Carminati S. Zanero Nils Ole Tippenhauer AAML 12 22 0 17 Jul 2019
Adversarial Framing for Image and Video Classification Konrad Zolna Michal Zajac Negar Rostamzadeh Pedro H. O. Pinheiro AAML 21 60 0 11 Dec 2018
Drive Video Analysis for the Detection of Traffic Near-Miss Incidents Hirokatsu Kataoka Teppei Suzuki S. Oikawa Y. Matsui Y. Satoh 10 37 0 07 Apr 2018
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 256 3,109 0 04 Nov 2016