At Black Hat, OpenAI named honey tokens and deception as a key defensive investment against offensive AI agents. We map the publicly disclosed TTPs from the OpenAI / Hugging Face incident against Tracebit deception, stage by stage.
Deception and the OpenAI / Hugging Face agentic breach | Tracebit
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August 10, 2026
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tracebit