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BEACON: Behavioral Malware Classification with Large Language Model Embeddings and Deep Learning

Authors: Wadduwage Shanika Perera, Haodi Jiang | Published: 2025-09-18
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Interpreting GNN-based IDS Detections Using Provenance Graph Structural Features

Authors: Kunal Mukherjee, Joshua Wiedemeier, Tianhao Wang, Muhyun Kim, Feng Chen, Murat Kantarcioglu, Kangkook Jee | Published: 2023-06-01 | Updated: 2025-09-22
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Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection

Authors: Ambra Demontis, Marco Melis, Battista Biggio, Davide Maiorca, Daniel Arp, Konrad Rieck, Igino Corona, Giorgio Giacinto, Fabio Roli | Published: 2017-04-28
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