# 漏洞利用
標記為「漏洞利用」的 7 篇文章
代理工具鏈利用
串聯 multiple tool calls in an agent system to achieve multi-step 漏洞利用.
Lab: MCP Full Exploitation
動手實作 for conducting a complete Model Context Protocol server compromise including tool enumeration, permission escalation, cross-tool attacks, and data exfiltration through MCP channels.
Output Constraint Exploitation
Exploit structured output requirements to force models into revealing restricted information.
Lab: RLHF Training Exploitation
Exploit reward model weaknesses to craft inputs that score highly on safety metrics while achieving 對抗性 objectives.
實作：稀疏注意力漏洞利用
Exploit sparse attention patterns in long-context models to hide injection payloads in low-attention regions.
實作：輸出格式利用
Manipulate output formats like JSON, CSV, code blocks, and structured data to extract information that models would normally refuse to provide in natural language.
Quantization-Induced Vulnerability Exploitation
Exploit behavioral differences between full-precision and quantized models.