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#secure-coding News & Analysis

2 articles tagged with #secure-coding. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AI × CryptoNeutralarXiv – CS AI · Jun 197/10
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Secure Coding Drift in LLM-Assisted Post-Quantum Cryptography Development: A Gamified Fix

Researchers identify 'Secure Coding Drift,' a vulnerability where developers gradually adopt insecure practices when relying on LLM-generated code for post-quantum cryptography implementation. The paper proposes a gamified framework that transforms LLMs into active security partners through adversarial evaluation and behavioral feedback to mitigate this socio-technical risk.

AIBullisharXiv – CS AI · Apr 77/10
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SecPI: Secure Code Generation with Reasoning Models via Security Reasoning Internalization

Researchers have developed SecPI, a new fine-tuning pipeline that teaches reasoning language models to automatically generate secure code without requiring explicit security instructions. The approach improves secure code generation by 14 percentage points on security benchmarks while maintaining functional correctness.