Shan Jin
2 indexed papers
Recent (6 mo)
2With code
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226
Top categories
Crypto×2AI×2Distributed×1Software Eng.×1
Frequent co-authors
Research Timeline
2026
Detecting Data Poisoning in Code Generation LLMs via Black-Box, Vulnerability-Oriented Scanning
The paper introduces CodeScan, a novel black-box framework that detects data poisoning in code generation LLMs by analyzing structural similarities across multiple generations to identify recurring, vulnerable code structures.
Secure and Privacy-Preserving Vertical Federated Learning
The paper proposes an optimized, end-to-end privacy-preserving framework for vertical federated learning by distributing aggregation roles across multiple servers using secure multiparty computation and differential privacy.
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Papers
cs.CRcs.AIcs.DCRecentApr 15, 2026
Secure and Privacy-Preserving Vertical Federated Learning
The paper proposes an optimized, end-to-end privacy-preserving framework for vertical federated learning by distributing aggregation roles across multiple servers using secure multiparty computation a…
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cs.CRcs.AIcs.SERecentMar 17, 2026