An Explainable Memory Forensics Approach for Malware Analysis
Authors: Silvia Lucia Sanna, Davide Maiorca, Giorgio Giacinto | Published: 2026-02-23
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SafePickle: Robust and Generic ML Detection of Malicious Pickle-based ML Models
Authors: Hillel Ohayon, Daniel Gilkarov, Ran Dubin | Published: 2026-02-23
Demystifying the Role of Rule-based Detection in AI Systems for Windows Malware Detection
Authors: Andrea Ponte, Luca Demetrio, Luca Oneto, Ivan Tesfai Ogbu, Battista Biggio, Fabio Roli | Published: 2025-08-13
Malware families discovery via Open-Set Recognition on Android manifest permissions
Authors: Filippo Leveni, Matteo Mistura, Francesco Iubatti, Carmine Giangregorio, Nicolò Pastore, Cesare Alippi, Giacomo Boracchi | Published: 2025-05-19
Automatically Generating Rules of Malicious Software Packages via Large Language Model
Authors: XiangRui Zhang, HaoYu Chen, Yongzhong He, Wenjia Niu, Qiang Li | Published: 2025-04-24
A Collaborative Intrusion Detection System Using Snort IDS Nodes
Authors: Tom Davies, Max Hashem Eiza, Nathan Shone, Rob Lyon | Published: 2025-04-23
On Benchmarking Code LLMs for Android Malware Analysis
Authors: Yiling He, Hongyu She, Xingzhi Qian, Xinran Zheng, Zhuo Chen, Zhan Qin, Lorenzo Cavallaro | Published: 2025-04-01 | Updated: 2025-04-23
A Comprehensive Analysis of the Role of Artificial Intelligence and Machine Learning in Modern Digital Forensics and Incident Response
Authors: Dipo Dunsin, Mohamed C. Ghanem, Karim Ouazzane, Vassil Vassilev | Published: 2023-09-13 | Updated: 2023-12-03
CBSeq: A Channel-level Behavior Sequence For Encrypted Malware Traffic Detection
Authors: Susu Cui, Cong Dong, Meng Shen, Yuling Liu, Bo Jiang, Zhigang Lu | Published: 2023-07-18
Metadata-based Malware Detection on Android using Machine Learning
Authors: Alexander Hefter, Christoph Sendner, Alexandra Dmitrienko | Published: 2023-07-17