Risk Scenarios

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78 risk scenarios

S0045Critical

模型記憶化攻擊

Privacy & Security Privacy Leakage & Inference

4 MAPPINGS
S0046Significant

成員推斷攻擊

Privacy & Security Privacy Leakage & Inference

4 MAPPINGS
S0047Significant

屬性推斷攻擊

Privacy & Security Privacy Leakage & Inference

4 MAPPINGS
S0048Significant

對話歷史洩露

Privacy & Security Privacy Leakage & Inference

5 MAPPINGS
S0049Significant

嵌入向量隱私逆推

Privacy & Security Privacy Leakage & Inference

4 MAPPINGS
S0050Critical

多元資訊關聯推斷個人身份

Privacy & Security Privacy Leakage & Inference

3 MAPPINGS
S0051Significant

生成式 AI 使用者數據過度收集

Privacy & Security Privacy Leakage & Inference

4 MAPPINGS
S0052Critical

模型逆向攻擊重建訓練數據

Privacy & Security Privacy Leakage & Inference

5 MAPPINGS
S0053Significant

提示詞中無意洩露機密資訊

Privacy & Security Privacy Leakage & Inference

3 MAPPINGS
S0054Critical

未經同意使用個資訓練

Privacy & Security Unauthorized Data Use

5 MAPPINGS
S0055Significant

網路爬蟲侵犯著作權

Privacy & Security Unauthorized Data Use

3 MAPPINGS
S0056Moderate

目的外數據二次利用

Privacy & Security Unauthorized Data Use

4 MAPPINGS
S0057Moderate

數據保留期限超期

Privacy & Security Unauthorized Data Use

4 MAPPINGS
S0058Significant

跨境數據傳輸違規

Privacy & Security Unauthorized Data Use

4 MAPPINGS
S0059Significant

AI 生成內容的真實性與歸屬爭議

Privacy & Security Unauthorized Data Use

4 MAPPINGS
S0060Significant

數據主體權利行使困難

Privacy & Security Unauthorized Data Use

4 MAPPINGS
S0061Moderate

隱含式數據收集與不透明同意

Privacy & Security Unauthorized Data Use

4 MAPPINGS
S0062Significant

標籤翻轉攻擊

Privacy & Security Data Poisoning

5 MAPPINGS
S0063Critical

後門植入攻擊

Privacy & Security Data Poisoning

6 MAPPINGS
S0064Moderate

群眾外包數據污染

Privacy & Security Data Poisoning

5 MAPPINGS
S0065Critical

RAG 知識庫投毒

Privacy & Security Data Poisoning

6 MAPPINGS
S0066Critical

微調數據集投毒

Privacy & Security Data Poisoning

4 MAPPINGS
S0067Significant

分散式訓練梯度傳輸污染

Privacy & Security Data Poisoning

5 MAPPINGS
S0068Critical

RLHF 人類偏好數據操縱

Privacy & Security Data Poisoning

5 MAPPINGS