The Dark Side of LLMs: Agent-based Attacks for Complete Computer Takeover - arxiv.org/pdf/2507.06850 The rapid adoption of Large Language Model (LLM) agents and multi-agent systems enables unprecedented capabilities in natural language processing and generation. However, these systems have introduced unprecedented security vulnerabilities that extend beyond traditional prompt injection attacks. This paper presents the first comprehensive evaluation of LLM agents as attack vectors capable of achieving complete computer takeover through the exploitation of trust boundaries within agentic AI systems where autonomous entities interact and influence each other. #LLMAgents #AgenticAI #ComputerTakeover #LLMSecurity #AIThreats #RAGBackdoor #PromptInjection #TrustExploitation #MaliciousAgents #AutonomousAI #AIHacking #ModelRisk #CyberThreats #SystemVulnerability #SecureAI #MultiAgent #AIExploits #PayloadExecution #BlindSpots #ThreatModel

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