Malware Detection Scenario

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

Authors: Wadduwage Shanika Perera, Haodi Jiang | Published: 2025-09-18
Malware Detection Scenario
Behavior Analysis Method
Evaluation Method

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
Security Analysis
Malware Detection Scenario
評価メトリクス

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
Poisoning
Malware Detection Scenario
Model Extraction Attack