OWASP 发布了 AI 安全测试指南
2 分•作者: sophiabannet1•6 个月前
刚发现一个有趣的东西：OWASP 悄悄发布了一份新指南，完全专注于 AI 系统测试。它被称为《AI 测试指南》（AITG）。其中涉及的一些内容包括：提示词注入和对抗性攻击、模型输出导致的隐私泄露、公平性、偏见和可解释性测试、数据漂移和真实世界鲁棒性以及模型可复现性。
我喜欢的是，它实际上为生产环境中的模型测试提供了一个实用的框架，特别是对于正在发布 LLM 或推荐引擎的团队。
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Just stumbled across something interesting: OWASP quietly released a new guide focused entirely on AI system testing. It's called the AI Testing Guide (AITG). Some of the stuff it digs into: Prompt injection and adversarial attacks, Privacy leaks from model outputs, Fairness, bias, and explainability testing, Data drift and real-world robustness and Model reproducibility.<p>What I liked is it actually gives a practical structure for testing models in production, especially for teams shipping LLMs or recommendation engines.