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SPARK: Security Knowledge Priming and Representation-Guided Knowledge Activation for LLM-Based Secure Code Generation

🗓️ 15 Jun 2026 00:00:00Reported by Stjepan Picek, Lichao Wu, Jona te Lintelo, Siyu Zhang, Xiaoyun XuType 
packetstormnews
 packetstormnews
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SPARK activates latent security knowledge at inference with weakness enumeration cues and logit bias.

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