Workshop

The 5th Workshop of Adversarial Machine Learning on Computer Vision: Foundation Models + X

Tianyuan Zhang ⋅ Siyang Wu ⋅ Aishan Liu ⋅ Jiakai Wang ⋅ Siyuan Liang ⋅ Felix Juefei-Xu ⋅ Qing Guo ⋅ Xinyun Chen ⋅ Yew-Soon Ong ⋅ Xianglong Liu ⋅ Dawn Song ⋅ Alan L. Yuille ⋅ Philip H.S. Torr ⋅ Dacheng Tao

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Abstract

Though start and end times here are correct, detailed schedules here may not be complete or up to date. Please be sure to cross reference the workshop's website to verify workshop schedule details if they are available on the workshop's website. (Added by CVPR.)

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Schedule

Timezone: America/Los_Angeles

Trustworthy Multi-UAV Collaboration: A Self-Supervised Framework for Explainable and Adversarially Robust Decision-Making

Yuwei Chen ⋅ Shiyong Chu

Defending Against Frequency-Based Attacks with Diffusion Models

Fatemeh Amerehi ⋅ Patrick Healy

Attacking Attention of Foundation Models Disrupts Downstream Tasks

Hondamunige Prasanna Silva ⋅ Federico Becattini ⋅ Lorenzo Seidenari

Towards Evaluating the Robustness of Visual State Space Models

Hashmat Shadab Malik ⋅ Fahad Shamshad ⋅ Muzammal Naseer ⋅ Karthik Nandakumar ⋅ Fahad Shahbaz Khan ⋅ Salman Khan

FullCycle: Full Stage Adversarial Attack For Reinforcement Learning Robustness Evaluation

Zhenshu Ma ⋅ Xuan Cai ⋅ Changhang Tian ⋅ Yuqi Fan ⋅ KeMou Jiang ⋅ Gangfu Liu ⋅ Xuesong Bai ⋅ Aoyong Li ⋅ Yilong Ren ⋅ Haiyang Yu

Probing Vulnerabilities of Vision-LiDAR Based Autonomous Driving Systems

Siwei Yang ⋅ Zeyu Wang ⋅ Diego Ortiz ⋅ Luis Burbano ⋅ Murat Kantarcioglu ⋅ Alvaro Cardenas ⋅ Cihang Xie

Task-Agnostic Attacks Against Vision Foundation Models

Brian Pulfer ⋅ Yury Belousov ⋅ Vitaliy Kinakh ⋅ Teddy Furon ⋅ Slava Voloshynovskiy

EL-Attack: Explicit and Latent Space Hybrid Optimization based General and Effective Attack for Autonomous Driving Trajectory Prediction

Xuesong Bai ⋅ Changhang Tian ⋅ Wei Xia ⋅ Zhenshu Ma ⋅ Haiyang Yu ⋅ Yilong Ren

Attention-Aware Temporal Adversarial Shadows on Traffic Sign Sequences

Pedram MohajerAnsari ⋅ Amir Salarpour ⋅ David Fernandez ⋅ Cigdem Kokenoz ⋅ Bing Li ⋅ Mert D. Pesé