> For the complete documentation index, see [llms.txt](https://yeasy.gitbook.io/ai_security_guide/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://yeasy.gitbook.io/ai_security_guide/di-er-bu-fen-gong-ji-pian.md).

# 第二部分：攻击篇

- [第四章 提示注入攻击与防御](https://yeasy.gitbook.io/ai_security_guide/di-er-bu-fen-gong-ji-pian/04_prompt_injection.md)
- [4.1 提示注入原理与分类](https://yeasy.gitbook.io/ai_security_guide/di-er-bu-fen-gong-ji-pian/04_prompt_injection/4.1_principles.md)
- [4.2 直接提示注入技术](https://yeasy.gitbook.io/ai_security_guide/di-er-bu-fen-gong-ji-pian/04_prompt_injection/4.2_direct_injection.md)
- [4.3 间接提示注入技术](https://yeasy.gitbook.io/ai_security_guide/di-er-bu-fen-gong-ji-pian/04_prompt_injection/4.3_indirect_injection.md)
- [4.4 公开案例与研究演示分析](https://yeasy.gitbook.io/ai_security_guide/di-er-bu-fen-gong-ji-pian/04_prompt_injection/4.4_case_studies.md)
- [4.5 分层防御：构建可复制的安全门控架构](https://yeasy.gitbook.io/ai_security_guide/di-er-bu-fen-gong-ji-pian/04_prompt_injection/4.5_injection_defense.md)
- [4.6 长上下文特有的安全风险与防御](https://yeasy.gitbook.io/ai_security_guide/di-er-bu-fen-gong-ji-pian/04_prompt_injection/4.6_long_context_risks.md)
- [本章小结](https://yeasy.gitbook.io/ai_security_guide/di-er-bu-fen-gong-ji-pian/04_prompt_injection/summary.md)
- [第五章 越狱攻击](https://yeasy.gitbook.io/ai_security_guide/di-er-bu-fen-gong-ji-pian/05_jailbreak.md)
- [5.1 越狱攻击概述](https://yeasy.gitbook.io/ai_security_guide/di-er-bu-fen-gong-ji-pian/05_jailbreak/5.1_jailbreak_overview.md)
- [5.2 经典越狱技术剖析](https://yeasy.gitbook.io/ai_security_guide/di-er-bu-fen-gong-ji-pian/05_jailbreak/5.2_classic_techniques.md)
- [5.3 多模态越狱攻击](https://yeasy.gitbook.io/ai_security_guide/di-er-bu-fen-gong-ji-pian/05_jailbreak/5.3_multimodal_attacks.md)
- [5.4 越狱检测与防御实践](https://yeasy.gitbook.io/ai_security_guide/di-er-bu-fen-gong-ji-pian/05_jailbreak/5.4_jailbreak_defense.md)
- [5.5 多模态安全防御体系](https://yeasy.gitbook.io/ai_security_guide/di-er-bu-fen-gong-ji-pian/05_jailbreak/5.5_multimodal_defense.md)
- [5.6 自动化越狱方法论完整对标](https://yeasy.gitbook.io/ai_security_guide/di-er-bu-fen-gong-ji-pian/05_jailbreak/5.6_automated_jailbreak_methods.md)
- [本章小结](https://yeasy.gitbook.io/ai_security_guide/di-er-bu-fen-gong-ji-pian/05_jailbreak/summary.md)
- [第六章 数据与模型攻击](https://yeasy.gitbook.io/ai_security_guide/di-er-bu-fen-gong-ji-pian/06_data_model_attacks.md)
- [6.1 训练数据投毒](https://yeasy.gitbook.io/ai_security_guide/di-er-bu-fen-gong-ji-pian/06_data_model_attacks/6.1_data_poisoning.md)
- [6.2 后门攻击](https://yeasy.gitbook.io/ai_security_guide/di-er-bu-fen-gong-ji-pian/06_data_model_attacks/6.2_backdoor_attacks.md)
- [6.3 模型窃取与逆向工程](https://yeasy.gitbook.io/ai_security_guide/di-er-bu-fen-gong-ji-pian/06_data_model_attacks/6.3_model_extraction.md)
- [6.4 成员推理与隐私攻击](https://yeasy.gitbook.io/ai_security_guide/di-er-bu-fen-gong-ji-pian/06_data_model_attacks/6.4_privacy_attacks.md)
- [6.5 离散对抗攻击与模型鲁棒性](https://yeasy.gitbook.io/ai_security_guide/di-er-bu-fen-gong-ji-pian/06_data_model_attacks/6.5_adversarial_robustness.md)
- [6.6 微调与 PEFT 的安全风险](https://yeasy.gitbook.io/ai_security_guide/di-er-bu-fen-gong-ji-pian/06_data_model_attacks/6.6_finetuning_peft_security.md)
- [6.7 恶意模型工件与反序列化攻击](https://yeasy.gitbook.io/ai_security_guide/di-er-bu-fen-gong-ji-pian/06_data_model_attacks/6.7_malicious_model_artifacts.md)
- [本章小结](https://yeasy.gitbook.io/ai_security_guide/di-er-bu-fen-gong-ji-pian/06_data_model_attacks/summary.md)
- [第七章 智能体与 RAG 安全](https://yeasy.gitbook.io/ai_security_guide/di-er-bu-fen-gong-ji-pian/07_agent_rag_security.md)
- [7.1 智能体系统安全风险](https://yeasy.gitbook.io/ai_security_guide/di-er-bu-fen-gong-ji-pian/07_agent_rag_security/7.1_agent_risks.md)
- [7.2 RAG 架构攻击面分析](https://yeasy.gitbook.io/ai_security_guide/di-er-bu-fen-gong-ji-pian/07_agent_rag_security/7.2_rag_attacks.md)
- [7.3 工具调用安全](https://yeasy.gitbook.io/ai_security_guide/di-er-bu-fen-gong-ji-pian/07_agent_rag_security/7.3_tool_security.md)
- [7.4 智能体技能与生态安全](https://yeasy.gitbook.io/ai_security_guide/di-er-bu-fen-gong-ji-pian/07_agent_rag_security/7.4_agent_skills.md)
- [7.5 多智能体协作系统的安全架构](https://yeasy.gitbook.io/ai_security_guide/di-er-bu-fen-gong-ji-pian/07_agent_rag_security/7.5_multi_agent_security.md)
- [7.6 Agents Rule of Two 与智能体安全设计原则](https://yeasy.gitbook.io/ai_security_guide/di-er-bu-fen-gong-ji-pian/07_agent_rag_security/7.6_agents_rule_of_two.md)
- [本章小结](https://yeasy.gitbook.io/ai_security_guide/di-er-bu-fen-gong-ji-pian/07_agent_rag_security/summary.md)