CAFE-GB: Scalable and Stable Feature Selection for Malware Detection via Chunk-wise Aggregated Gradient Boosting
Authors: Ajvad Haneef K, Karan Kuwar Singh, Madhu Kumar S D | Published: 2026-01-22
Feature Selection Method
Interpretable Ransomware Detection Using Hybrid Large Language Models: A Comparative Analysis of BERT, RoBERTa, and DeBERTa Through LIME and SHAP
Authors: Elodie Mutombo Ngoie, Mike Nkongolo Wa Nkongolo, Peace Azugo, Mahmut Tokmak | Published: 2025-11-17
BarkBeetle: Stealing Decision Tree Models with Fault Injection
Authors: Qifan Wang, Jonas Sander, Minmin Jiang, Thomas Eisenbarth, David Oswald | Published: 2025-07-09
Reliable Feature Selection for Adversarially Robust Cyber-Attack Detection
Authors: João Vitorino, Miguel Silva, Eva Maia, Isabel Praça | Published: 2024-04-05
Improving behavior based authentication against adversarial attack using XAI
Authors: Dong Qin, George Amariucai, Daji Qiao, Yong Guan | Published: 2024-02-26 | Updated: 2024-03-10
Better Representations via Adversarial Training in Pre-Training: A Theoretical Perspective
Authors: Yue Xing, Xiaofeng Lin, Qifan Song, Yi Xu, Belinda Zeng, Guang Cheng | Published: 2024-01-26
IoTGeM: Generalizable Models for Behaviour-Based IoT Attack Detection
Authors: Kahraman Kostas, Mike Just, Michael A. Lones | Published: 2023-10-17
On the Feasibility of Cross-Language Detection of Malicious Packages in npm and PyPI
Authors: Piergiorgio Ladisa, Serena Elisa Ponta, Nicola Ronzoni, Matias Martinez, Olivier Barais | Published: 2023-10-14
Towards Code Watermarking with Dual-Channel Transformations
Authors: Borui Yang, Wei Li, Liyao Xiang, Bo Li | Published: 2023-09-02 | Updated: 2024-01-02
A Feature Set of Small Size for the PDF Malware Detection
Authors: Ran Liu, Charles Nicholas | Published: 2023-08-09 | Updated: 2023-08-10