AI Security
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AI Exploit Hunter
Idea details →This startup leverages advanced AI agents, similar to those used to find blockchain smart contract exploits, to proactively identify vulnerabilities in open-source software and LLMs. It will offer a service that continuously scans public code repositories and model weights for potential security flaws, providing early warnings and remediation suggestions to developers and organizations before exploits…
: AI Exploit Hunter -
AgentShield
Idea details →AgentShield is a data governance and security platform designed to prevent sensitive information leakage by AI agents. It monitors and controls AI agent interactions with internal data sources and external tools (like web search), identifying and blocking attempts at data exfiltration or policy violations. This mitigates the “hidden risk” of AI agents inadvertently exposing confidential…
: AgentShield
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