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Home/Authors/Lazhar Labiod

Lazhar Labiod

1 indexed paper

Recent (6 mo)
1
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Publications per year

1
26

Top categories

Crypto×1Software Eng.×1

Frequent co-authors

Noor Khalal1×
Chakib Fettal1×
Mohamed Nadif1×

Research Timeline

2026
When Labels Are Scarce: A Systematic Mapping of Label-Efficient Code Vulnerability Detection

This systematic mapping survey reviews label-efficient approaches for code vulnerability detection, synthesizing five paradigm families and providing a decision guide to navigate trade-offs.

Highlighted terms show continued research focus across papers

Papers

cs.CRcs.SERecentMar 31, 2026

When Labels Are Scarce: A Systematic Mapping of Label-Efficient Code Vulnerability Detection

Noor Khalal, Chakib Fettal, Lazhar Labiod, Mohamed Nadif

This systematic mapping survey reviews label-efficient approaches for code vulnerability detection, synthesizing five paradigm families and providing a decision guide to navigate trade-offs.

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