Risk Scenarios
48 risk scenarios
API 查詢蒸餾攻擊
Privacy & Security › Model Theft & Reverse Engineering
GPU 計算平台側通道攻擊
Privacy & Security › Supply Chain Attacks
GPU 記憶體殘留數據洩露
Privacy & Security › Deployment Environment Security
模型服務日誌暴露敏感輸入
Privacy & Security › Deployment Environment Security
多租戶 AI 服務隔離失敗
Privacy & Security › Deployment Environment Security
分散式推論節點串連故障
Privacy & Security › Resource Abuse & Denial of Service
信用評分模型族群偏見
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
Agent 未授權網路請求
Reliability & Safety › Uncontrolled Behavior
Agent 繞過人類審核自動執行
Reliability & Safety › Uncontrolled Behavior
自主交易系統失控
Reliability & Safety › Uncontrolled Behavior
AI 引導使用者執行不當行為
AI Interaction & Application › Overreliance & Automation Bias
深度偽造身份詐欺
AI Interaction & Application › Output Misuse & Malicious Use
AI 輔助釣魚攻擊
AI Interaction & Application › Output Misuse & Malicious Use
AI 精準化社交工程攻擊
AI Interaction & Application › Output Misuse & Malicious Use
多智能體目標衝突
AI Interaction & Application › Multi-Agent Interaction Risks
串聯式 Agent 失控放大
AI Interaction & Application › Multi-Agent Interaction Risks
自主 Agent 共謀行為
AI Interaction & Application › Multi-Agent Interaction Risks
模型同質性引發系統性風險
AI Interaction & Application › Multi-Agent Interaction Risks
多智能體社會困境
AI Interaction & Application › Multi-Agent Interaction Risks
AI 決策取消人類否決權
AI Interaction & Application › Erosion of Human Autonomy
AI 定價演算法共謀
Sustainability & Well-being › Socioeconomic Impact