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cs.SE2026
MARGIN: Margin-Aware Regularized Geometry for Imbalanced Vulnerability Detection
Yuteng Zhang, Huifang Ma, Jiahui Wei +2
Software vulnerability detection is critical for ensuring software security and reliability. Despite recent advances in deep learning, real-world vulnerability datasets suffer from…
cs.IT2026
Rényi Rate-Distortion-Perception-Privacy Tradeoff under Indirect Observation
Jiahui Wei, Marios Kountouris
We introduce a Rényi Rate-Distortion-Perception-Privacy (R-RDPP) framework for indirect source coding. A latent source~ is correlated with a private attribute~, and the encod…