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Ai Gateways

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AI gateways alone can't stop drift, data leaks, or memory poisoning in agents

Security researchers warn that enterprises deploying AI agents are prioritizing gateway controls before establishing the identity and attribution systems those gateways depend on. A real-world example cited is a LiteLLM flaw added to CISA's Known Exploited Vulnerabilities catalog in June, which let attackers run commands on the host without credentials, one of seven vulnerabilities found in that gateway in a single month. Analysts argue gateways should be the fifth layer of defense, not the first, since without knowing which agent is acting and why, enforcement systems can't tell legitimate actions from technically permitted but inappropriate ones.