Risk Scenarios
78 risk scenarios
微調安全對齊退化
Privacy & Security › Model Theft & Reverse Engineering
惡意 Python 套件注入
Privacy & Security › Supply Chain Attacks
Hugging Face 預訓練模型後門
Privacy & Security › Supply Chain Attacks
訓練框架漏洞利用
Privacy & Security › Supply Chain Attacks
第三方 API 供應商信任問題
Privacy & Security › Supply Chain Attacks
SBOM 缺失導致漏洞盲區
Privacy & Security › Supply Chain Attacks
深度學習框架漏洞利用
Privacy & Security › Supply Chain Attacks
GPU 計算平台側通道攻擊
Privacy & Security › Supply Chain Attacks
預處理工具供應鏈漏洞
Privacy & Security › Supply Chain Attacks
模型權重傳輸中途篡改
Privacy & Security › Model Provenance Tampering
模型版本替換攻擊
Privacy & Security › Model Provenance Tampering
模型序列化漏洞
Privacy & Security › Model Provenance Tampering
訓練日誌竄改掩蓋投毒
Privacy & Security › Model Provenance Tampering
LoRA 微調層替換攻擊
Privacy & Security › Model Provenance Tampering
模型供應鏈來源不透明
Privacy & Security › Model Provenance Tampering
模型更新推送篡改
Privacy & Security › Model Provenance Tampering
推論 API 缺乏存取控制
Privacy & Security › Deployment Environment Security
容器映像漏洞未修補
Privacy & Security › Deployment Environment Security
GPU 記憶體殘留數據洩露
Privacy & Security › Deployment Environment Security
模型服務日誌暴露敏感輸入
Privacy & Security › Deployment Environment Security
雲端 AI 服務配置錯誤
Privacy & Security › Deployment Environment Security
AI 推論端點 SSRF 攻擊
Privacy & Security › Deployment Environment Security
多租戶 AI 服務隔離失敗
Privacy & Security › Deployment Environment Security
LLM 推論資源耗盡攻擊
Privacy & Security › Resource Abuse & Denial of Service