# security-testing
標記為「security-testing」的 12 篇文章
MCP Security Testing: How to Test MCP Servers for Vulnerabilities
A defense-focused guide to security testing MCP server implementations -- methodology for MCP security assessments, scanning tools, common test cases for auth bypass, injection, traversal, and data leaks, with working test scripts and reporting templates.
Security Gaps in AI-Generated Tests
Analyzing how AI-generated test suites systematically miss security-relevant test cases, creating dangerous coverage illusions.
Lab: Quantization Security Testing
Test behavioral differences between full-precision and quantized models to discover quantization-induced vulnerabilities.
Lab: Code Generation Security Testing
Test LLM code generation for insecure patterns, injection vulnerabilities, and code execution safety issues.
Ollama Security Testing Walkthrough
Complete walkthrough for security testing locally-hosted models with Ollama: comparing safety across models, testing system prompt extraction, API security assessment, and Modelfile configuration hardening.
Security Testing LangChain Applications
Step-by-step walkthrough for identifying and exploiting security vulnerabilities in LangChain-based applications, covering chain injection, agent manipulation, tool abuse, retrieval poisoning, and memory extraction attacks.
MCP 安全 Testing: How to Test MCP Servers for Vulnerabilities
A defense-focused guide to security testing MCP server implementations -- methodology for MCP security assessments, scanning tools, common test cases for auth bypass, injection, traversal, and data leaks, with working test scripts and reporting templates.
安全 Gaps in AI-Generated Tests
Analyzing how AI-generated test suites systematically miss security-relevant test cases, creating dangerous coverage illusions.
實驗室: Quantization 安全 Testing
Test behavioral differences between full-precision and quantized models to discover quantization-induced vulnerabilities.
實驗室: Code Generation 安全 Testing
Test LLM code generation for insecure patterns, injection vulnerabilities, and code execution safety issues.
Ollama 安全 Testing 導覽
Complete walkthrough for security testing locally-hosted models with Ollama: comparing safety across models, testing system prompt extraction, API security assessment, and 模型file configuration hardening.
安全 Testing LangChain Applications
Step-by-step walkthrough for identifying and exploiting security vulnerabilities in LangChain-based applications, covering chain injection, agent manipulation, tool abuse, retrieval poisoning, and memory extraction attacks.