When Malware is Packin' Heat; Limits of Machine Learning Classifiers Based on Static Analysis Features

Author:

Aghakhani Hojjat,Gritti Fabio,Mecca Francesco,Lindorfer Martina,Ortolani Stefano,Balzarotti Davide,Vigna Giovanni,Kruegel Christopher

Publisher

Internet Society

Cited by 65 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Analysis of machine learning approaches to packing detection;Computers & Security;2024-01

2. Evading Deep Learning-Based Malware Detectors via Obfuscation: A Deep Reinforcement Learning Approach;2023 IEEE International Conference on Data Mining Workshops (ICDMW);2023-12-04

3. PackGenome: Automatically Generating Robust YARA Rules for Accurate Malware Packer Detection;Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security;2023-11-15

4. BiBE: A Self-supervised Contrastive Learning Architecture for Malware Detection;2023 IEEE 11th International Conference on Computer Science and Network Technology (ICCSNT);2023-10-21

5. RWArmor: a static-informed dynamic analysis approach for early detection of cryptographic windows ransomware;International Journal of Information Security;2023-09-23

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