Risk Scenarios
48 risk scenarios
個資保護影響評估缺失
Accountability & Transparency › Compliance Obligation
金融業 AI 模型驗證缺失
Accountability & Transparency › Compliance Obligation
行業特定 AI 監管空白
Accountability & Transparency › Compliance Obligation
稽核軌跡不完整
Accountability & Transparency › Accountability Deficiency
缺乏有效的申訴機制
Accountability & Transparency › Accountability Deficiency
深度學習決策無法解釋
Accountability & Transparency › Lack of Transparency & Explainability
解釋性工具的誤導效果
Accountability & Transparency › Lack of Transparency & Explainability
黑箱決策阻礙問責追溯
Accountability & Transparency › Lack of Transparency & Explainability
歷史數據中的社會偏見
Data & Model › Training Data Bias
時間偏移導致數據陳舊
Data & Model › Training Data Bias
回饋迴圈偏見放大
Data & Model › Training Data Bias
推理鏈斷裂
Data & Model › Model Hallucination & Unreliable Output
信心校準失敗
Data & Model › Model Hallucination & Unreliable Output
諂媚性回應偏差
Data & Model › Model Hallucination & Unreliable Output
長上下文忠實度衰退
Data & Model › Model Hallucination & Unreliable Output
成員推斷攻擊
Privacy & Security › Privacy Leakage & Inference
嵌入向量隱私逆推
Privacy & Security › Privacy Leakage & Inference
模型逆向攻擊重建訓練數據
Privacy & Security › Privacy Leakage & Inference
提示詞中無意洩露機密資訊
Privacy & Security › Privacy Leakage & Inference
數據保留期限超期
Privacy & Security › Unauthorized Data Use
跨境數據傳輸違規
Privacy & Security › Unauthorized Data Use
後門植入攻擊
Privacy & Security › Data Poisoning
RAG 知識庫投毒
Privacy & Security › Data Poisoning
工具呼叫注入
Privacy & Security › Prompt Injection