Risk Scenarios
35 risk scenarios
個資保護影響評估缺失
Accountability & Transparency › Compliance Obligation
稽核軌跡不完整
Accountability & Transparency › Accountability Deficiency
歷史數據中的社會偏見
Data & Model › Training Data Bias
訓練數據代表性不足
Data & Model › Training Data Bias
標註者偏見傳播
Data & Model › Training Data Bias
合成數據放大偏見
Data & Model › Training Data Bias
多語言訓練數據分佈不均
Data & Model › Training Data Bias
刻板印象固化與社會群體貶抑
Data & Model › Training Data Bias
程式碼生成含安全漏洞
Data & Model › Model Hallucination & Unreliable Output
未經同意使用個資訓練
Privacy & Security › Unauthorized Data Use
網路爬蟲侵犯著作權
Privacy & Security › Unauthorized Data Use
目的外數據二次利用
Privacy & Security › Unauthorized Data Use
標籤翻轉攻擊
Privacy & Security › Data Poisoning
後門植入攻擊
Privacy & Security › Data Poisoning
群眾外包數據污染
Privacy & Security › Data Poisoning
微調數據集投毒
Privacy & Security › Data Poisoning
分散式訓練梯度傳輸污染
Privacy & Security › Data Poisoning
RLHF 人類偏好數據操縱
Privacy & Security › Data Poisoning
自動化數據管線上游污染
Privacy & Security › Data Poisoning
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
SBOM 缺失導致漏洞盲區
Privacy & Security › Supply Chain Attacks