AIsbom是一款专门针对机器学习模型的安全与合规扫描工具,能够深度检测PyTorch等模型文件中隐藏的安全风险和许可证问题。与传统SBOM工具不同,AIsbom通过深度二进制检查技术,无需加载模型权重即可分析.pt、.pkl和.safetensors等文件。该工具可检测恶意代码执行风险(如RCE攻击)以及隐藏在模型头部的许可证违规问题。用户可通过简单的命令行界面快速扫描项目目录,获得直观的安全风险评级和合规报告。AIsbom还提供可视化报告查看器,支持生成CycloneDX v1.6标准格式的SBOM数据,便于企业集成。作为开源项目,AIsbom包含测试功能,允许用户验证扫描效果。该工具特别适合AI开发者和企业用于保障AI模型的供应链安全,防止恶意模型和许可证违规进入生产环境。
原文链接:Hacker News






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