Agentic-SOC-Simulation

🛡️ Agentic SOC Parallel Simulation ASPS: 自主安全运营平行仿真中心 重新定义安全运营的未来：全栈 SOC 平行仿真、七大智能体协同与数据驱动的自主防御 本项目是一个前沿的 Agentic SOC 平行仿真平台 ，旨在探索 Large Action Model LAM 在网络安全领域的极限潜力。通过集成 DeepSeek 强推理引擎 、多智能体协同 Multi-Agent Collaboration 与 MCP Model Context Protocol 标准，我们构建了一个全栈式、全流程、全自动 的虚拟 SOC 团队。 在这里，AI...

MAS-SZZ: Multi-Agentic SZZ Algorithm for Vulnerability-Inducing Commit Identification

Accurate vulnerability-inducing commit identification serves as a foundation for a series of software security tasks, such as vulnerability detection and affected version analysis. A straightforward solution is the SZZ algorithm, which traces back through the code history to identify the earliest...

PraisonAI 安全漏洞

PraisonAI is a low-code multi-agent collaboration framework developed by Mervin Praison. Versions of PraisonAI prior to 4.5.128 contained security vulnerabilities. These vulnerabilities stemmed from the MCP integration, which inherited complete environment variables when executing commands provid...

The Trust Paradox in LLM-Based Multi-Agent Systems: When Collaboration Becomes a Security Vulnerability

Multi-agent systems powered by large language models are advancing rapidly, yet the tension between mutual trust and security remains underexplored. We introduce and empirically validate the Trust-Vulnerability Paradox TVP: increasing inter-agent trust to enhance coordination simultaneously expan...

SAMEP: a Secure Protocol for Persistent Context Sharing across AI Agents

Current AI agent architectures suffer from ephemeral memory limitations, preventing effective collaboration and knowledge sharing across sessions and agent boundaries. We introduce SAMEP Secure Agent Memory Exchange Protocol, a novel framework that enables persistent, secure, and semantically...