Risk Scenarios

Reset

35 risk scenarios

S0003Significant

個資保護影響評估缺失

Accountability & Transparency Compliance Obligation

6 MAPPINGS
S0011Moderate

稽核軌跡不完整

Accountability & Transparency Accountability Deficiency

4 MAPPINGS
S0026Significant

歷史數據中的社會偏見

Data & Model Training Data Bias

5 MAPPINGS
S0027Significant

訓練數據代表性不足

Data & Model Training Data Bias

4 MAPPINGS
S0028Moderate

標註者偏見傳播

Data & Model Training Data Bias

4 MAPPINGS
S0030Moderate

合成數據放大偏見

Data & Model Training Data Bias

3 MAPPINGS
S0031Significant

多語言訓練數據分佈不均

Data & Model Training Data Bias

4 MAPPINGS
S0032Significant

刻板印象固化與社會群體貶抑

Data & Model Training Data Bias

3 MAPPINGS
S0038Significant

程式碼生成含安全漏洞

Data & Model Model Hallucination & Unreliable Output

4 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
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
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
S0069Critical

自動化數據管線上游污染

Privacy & Security Data Poisoning

6 MAPPINGS
S0093Critical

微調安全對齊退化

Privacy & Security Model Theft & Reverse Engineering

4 MAPPINGS
S0094Critical

惡意 Python 套件注入

Privacy & Security Supply Chain Attacks

4 MAPPINGS
S0095Critical

Hugging Face 預訓練模型後門

Privacy & Security Supply Chain Attacks

5 MAPPINGS
S0096Significant

訓練框架漏洞利用

Privacy & Security Supply Chain Attacks

4 MAPPINGS
S0098Moderate

SBOM 缺失導致漏洞盲區

Privacy & Security Supply Chain Attacks

5 MAPPINGS