CVPR 2026 Workshop征稿｜第六届AdvML@CV：多模态大模型智能体安全

Core Viewpoint - The article announces the 6th AdvML@CV workshop focusing on the safety and robustness of vision-language agents, scheduled during the CVPR 2026 conference in Denver, Colorado from June 3 to June 7, 2026 [2][3]. Group 1: Workshop Themes - The workshop will address the safety and robustness of vision-language agents, which have seen significant advancements due to multimodal foundational models [4][5]. - Vision-language agents are becoming integral in fields such as autonomous driving and intelligent robotics, but their increased autonomy introduces complex security risks, including adversarial prompts, instruction injection, and jailbreak manipulations [5]. Group 2: Call for Papers - The workshop invites submissions related to various topics, including attacks and defenses on vision-language agents, as well as datasets and benchmarks for evaluating these agents [6][7]. - Specific areas of interest for submissions include adversarial/jailbreak attacks, improving agent robustness, and aligning vision-language agents [10]. Group 3: Submission Guidelines - Long papers should be a maximum of 8 pages (excluding references), while extended abstracts should be no more than 4 pages (including references) [10]. - All submissions must be anonymous and adhere to the CVPR 2026 Author Kit template [10]. Group 4: Important Dates - Abstract and paper submission deadline is set for March 5, 2026, with author notifications on March 17, 2026, and camera-ready submissions due by April 1, 2026 [10].