Risk Scenarios
27 risk scenarios
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
缺乏 AI 使用揭露
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
訓練數據代表性不足
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
AI 倫理與道德推理失敗
Data & Model › Model Hallucination & Unreliable Output
嵌入向量隱私逆推
Privacy & Security › Privacy Leakage & Inference
目的外數據二次利用
Privacy & Security › Unauthorized Data Use
跨境數據傳輸違規
Privacy & Security › Unauthorized Data Use
影像逃逸攻擊
Privacy & Security › Adversarial Attacks
物理世界對抗攻擊
Privacy & Security › Adversarial Attacks
分散式推論節點串連故障
Privacy & Security › Resource Abuse & Denial of Service
人臉辨識跨種族準確度差異
Fairness & Non-discrimination › Algorithmic Discrimination
代理變數造成間接歧視
Fairness & Non-discrimination › Algorithmic Discrimination
分配性傷害與機會不平等
Fairness & Non-discrimination › Algorithmic Discrimination
交叉歧視
Fairness & Non-discrimination › Algorithmic Discrimination
法官過度信賴風險評估工具
AI Interaction & Application › Overreliance & Automation Bias
大規模虛假資訊生成
AI Interaction & Application › Output Misuse & Malicious Use
大規模自動化監控與審查
AI Interaction & Application › Output Misuse & Malicious Use
AI 輔助選舉操縱
AI Interaction & Application › Output Misuse & Malicious Use