F. Raza

Papers on Lattice

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Code Generation & Program Synthesis (1)Eval Frameworks & Benchmarks (1)Red-Teaming & Adversarial Robustness (1)

Frequent co-authors

J. Pellew (1)John Pellew (1)Faizan Raza (1)

Papers (1)

Apr 15, 2026

J. Pellew +3Apr 15, 2026

RealVuln: Benchmarking Rule-Based, General-Purpose LLM, and Security-Specialized Scanners on Real-World Code

Security-specialized scanners beat general-purpose LLMs by a wide margin when hunting for real-world code vulnerabilities, but LLMs still crush traditional rule-based tools.

J. Pellew, John Pellew, F. Raza +1

Code Generation & Program Synthesis Eval Frameworks & Benchmarks Red-Teaming & Adversarial Robustness

F. Raza

Research focus

Frequent co-authors

Papers (1)

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F. Raza

Research focus

Frequent co-authors

Papers (1)