Author

Guo-Jun Peng

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Preprint Sep 2026

RAMP: Reversing Adversarial Perturbations to Strengthen Clean-Label Backdoor Attacks against Malware Detectors

RAMP is proposed, an attack enhancement method that uses a genetic algorithm to optimize reversed adversarial perturbations under black-box access and then injects them through functionality-preserving binary manipulations, which substantially improves attack effectiveness over trigger-only baselines.

Jin-Wen Xin, Dong-Ni Zhang, Chen-Yang Wang et al. · 0 citations

Review Aug 2026

Beyond the Editing Canvas: Evidence Divergence in OOXML-to-LLM Ingestion

This work systematically traverse and mine the OOXML specification and confirms 21 evidence forks across Excel, Word, and PowerPoint, spanning six dimensions of view construction, which show that exposure is shaped upstream of the model by the ingestion path and extractor configuration.

Side Liu, Jiang-Wen Liu, Jingqiang Xin et al. · 0 citations