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Home/Authors/Gustavo Sandoval

Gustavo Sandoval

1 indexed paper

Recent (6 mo)
1
With code
0
Influential cites
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Publications per year

1
26

Top categories

Crypto×1ML×1

Frequent co-authors

Brendan Dolan-Gavitt1×
Siddharth Garg1×

Research Timeline

2026
Surgical Repair of Insecure Code Generation in LLMs

This paper identifies the 'Format-Reliability Gap'—where LLMs know about code vulnerabilities but generate insecure code anyway—and proposes a localized, per-vulnerability steering vector fix that significantly reduces insecure generation.

Highlighted terms show continued research focus across papers

Papers

cs.CRcs.LGRecentApr 17, 2026

Surgical Repair of Insecure Code Generation in LLMs

Gustavo Sandoval, Brendan Dolan-Gavitt, Siddharth Garg

This paper identifies the 'Format-Reliability Gap'—where LLMs know about code vulnerabilities but generate insecure code anyway—and proposes a localized, per-vulnerability steering vector fix that sig…

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