Sunpreet S. Arora

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Publication activitypapers/week, last 8 weeks

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Code Generation & Program Synthesis (1)Eval Frameworks & Benchmarks (1)Red-Teaming & Adversarial Robustness (1)

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Shenao Yan (1)Shimaa Ahmed (1)Shan Jin (1)Yiwei Cai (1)

Papers (1)

Mar 17, 2026

2w ago

Detecting Data Poisoning in Code Generation LLMs via Black-Box, Vulnerability-Oriented Scanning

CodeScan achieves 97%+ accuracy in detecting data poisoning attacks in code generation LLMs by identifying structural similarities across generations, even when semantics are expressed in diverse syntactic forms.

Shenao Yan, Shimaa Ahmed, Shan Jin +4

Code Generation & Program Synthesis Eval Frameworks & Benchmarks Red-Teaming & Adversarial Robustness

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Sunpreet S. Arora

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)