structured-output

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   Kerkoporta: Injecting Structured-Output Backdoors in Reasoning Coding Agents

   Research · since 3 Nov 2026

   Researchers introduce structured-output backdoor attacks against reasoning models in agentic coding settings under the name Kerkoporta. A contextual trigger causes the model to emit an attacker-chosen tool call, compromising system integrity and confidentiality.

   AI

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