Syafiq Al Atiiq
1 indexed paper
Recent (6 mo)
1With code
0Influential cites
0Benchmarked
0Publications per year
126
Top categories
Crypto×1ML×1
Frequent co-authors
Research Timeline
2026
Dissecting the Black Box: Circuit-Level Analysis of LLM Vulnerability Detection
The paper analyzes LLM vulnerability detection using mechanistic interpretability, finding that models primarily rely on safety detectors rather than direct vulnerability signature recognition.
Highlighted terms show continued research focus across papers