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Home/Authors/Christian Gehrmann

Christian Gehrmann

2 indexed papers

Recent (6 mo)
2
With code
0
Influential cites
0
Benchmarked
0

Publications per year

2
26

Top categories

Crypto×2ML×1Vision×1

Frequent co-authors

Syafiq Al Atiiq1×
Chun Zhou1×
Jonas Ricker1×
Simon Damm1×
Deruo Cheng1×
Julian Speith1×

Research Timeline

2026
SAMSEM -- A Generic and Scalable Approach for IC Metal Line Segmentation

The paper introduces SAMSEM, a generalized and scalable model based on SAM2, which significantly improves metal line segmentation across diverse and unseen integrated circuit (IC) samples.

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

Papers

cs.CRcs.LGRecentMay 28, 2026

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

Syafiq Al Atiiq, Chun Zhou, Christian Gehrmann

The paper analyzes LLM vulnerability detection using mechanistic interpretability, finding that models primarily rely on safety detectors rather than direct vulnerability signature recognition.

View →
cs.CRcs.CVRecentMar 17, 2026

SAMSEM -- A Generic and Scalable Approach for IC Metal Line Segmentation

Christian Gehrmann, Jonas Ricker, Simon Damm, Deruo Cheng +4 more

The paper introduces SAMSEM, a generalized and scalable model based on SAM2, which significantly improves metal line segmentation across diverse and unseen integrated circuit (IC) samples.

View →