ERMDS: A obfuscation dataset for evaluating robustness of learning-based malware detection system

Learning-based malware detection systems (LB-MDS) play a crucial role in defending computer systems from malicious attacks. Nevertheless, these systems can be vulnerable to various attacks, which can have significant consequences. Software obfuscation techniques can be used to modify the features of...

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Bibliographic Details
Main Authors: Lichen Jia, Yang Yang, Bowen Tang, Zihan Jiang
Format: Article
Language:English
Published: KeAi Communications Co. Ltd. 2023-02-01
Series:BenchCouncil Transactions on Benchmarks, Standards and Evaluations
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2772485923000236