CodeCloak：一种基于深度强化学习的LLM代码助手代码泄漏缓解方法.pdf

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1、#BHEU BlackHatEventsCodeCloak:A DRL-Based Method for Mitigating Code Leakage by LLM Code AssistantsSpeaker:Amit Finkman#BHEU BlackHatEventsInformation Classification:Generalhttps:/arxiv.org/pdf/2404.09066#BHEU BlackHatEventsInformation Classification:GeneralAbout Myself and the TeamAmit FinkmanEden

2、Bar-KochvaAvishag ShapiraProf.Yuval EloviciProf.Asaf ShabtaiDudu MimranInbar Maimon#BHEU BlackHatEventsInformation Classification:General1.Intro2.Background3.Threat Model4.Countermeasure5.Takeaways6.Future Steps7.Q&AAgenda#BHEU BlackHatEventsInformation Classification:General1.Intro2.Background3.Thr

3、eat Model4.Countermeasure5.Takeaways6.Future Steps7.Q&AAgenda#BHEU BlackHatEventsInformation Classification:GeneralTodays AI code Assistants#BHEU BlackHatEventsInformation Classification:GeneralTodays AI code Assistants#BHEU BlackHatEventsInformation Classification:General#BHEU BlackHatEventsInforma

4、tion Classification:General#BHEU BlackHatEventsInformation Classification:GeneralDeveloper is codingThe suggestion of how to complete the code snippetAlready typed#BHEU BlackHatEventsInformation Classification:General#BHEU BlackHatEventsInformation Classification:General#BHEU BlackHatEventsInformati

5、on Classification:General#BHEU BlackHatEventsInformation Classification:General1.Intro2.Background3.Threat Model4.Countermeasure5.Takeaways6.Future Steps7.Q&AAgenda#BHEU BlackHatEventsInformation Classification:General1.Intro2.Background3.Threat Model4.Countermeasure5.Takeaways6.Future Steps7.Q&AAge

6、nda#BHEU BlackHatEventsInformation Classification:GeneralThe Problem#BHEU BlackHatEventsInformation Classification:GeneralLeakage To the Service Providers#BHEU BlackHatEventsInformation Classification:GeneralLeakage To the Service Providers#BHEU BlackHatEventsInformation Classification:GeneralThe co