bordair-multimodal

Multimodal Prompt Injection Dataset 516,588 个带标签样本 （251,782 个攻击样本 + 251,576 个良性样本，外加一个 13,230 样本的真实世界验证划分），涵盖五个数据集版本及外部数据集摄入，覆盖跨模态、多轮、对抗性后缀、越狱模板、间接注入、工具操纵、智能体、规避、推理 DoS、视频生成、VLA 机器人、LoRA 供应链、原生音频 LLM、RAG 优化、MCP 跨服务器、编码智能体、序列化边界以及智能体技能供应链等针对 AI 系统的攻击。攻击样本与良性样本按 1:1 平衡（审计清理后比率为 0.9992:1）。...

Taxonomy of Generative AI Misuse

Interesting paper: "Generative AI Misuse: A Taxonomy of Tactics and Insights from Real-World Data”: Generative, multimodal artificial intelligence GenAI offers transformative potential across industries, but its misuse poses significant risks. Prior research has shed light on the potential of...

This Week in Spring - July 29th, 2024

Hi Spring fans! Welcome to another installment of This Week in Spring! It's July 29th, 2024! I can hardly believe it! We're less than a month away from SpringOne 2024! Have you registered for either in-person attendance or the free livestreams yet? As always, we've got a ton of stuff to cover so...