wiz.io/blog· Jun 10, 2025· by Erez Harush

Lean and Mean: How We Fine-Tuned a Small Language Model for Secret Detection in Code

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Building an efficient small language model for cybersecurity, from data prep to deployment
🎯 Vulnerability: Web Security Vulnerability
💡 Defense Fix: Implement strict input validation, contextual output encoding, and enforce least-privilege authorization controls.