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Syafiq Al Atiiq | Lattice

Syafiq Al Atiiq

Lund University

Papers on Lattice

1

Total citations

0

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2

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3

Publication activitypapers/week, last 8 weeks

Research focus

Code Generation & Program Synthesis (1)Interpretability & Mechanistic Interp (1)

Frequent co-authors

Chunsan Zhou (1)Christian Gehrmann (1)

Papers (1)

May 28, 2026

3d ago

Dissecting the Black Box: Circuit-Level Analysis of LLM Vulnerability Detection

LLMs flag code as vulnerable not by spotting the danger, but by failing to recognize safety.

Syafiq Al Atiiq, Chunsan Zhou, Christian Gehrmann

Code Generation & Program Synthesis Interpretability & Mechanistic Interp