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Nourin Shahin

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Book Open access Jul 2026

Llama Models Security: From OWASPs Benchmarking to Encoding-based ​ obfuscation attacks​

This work presents a two-phase evaluation of ten Llama variants using the OWASP Top 10 for LLM Applications, and applies nine encoding obfuscations to the same prompts, which fully bypasses all text-only models.

Nourin Shahin, I. Alsmadi · 0 citations