A Method for Summarizing and Classifying Evasive Malware

Author:

Yin Haikuo1ORCID,Lou Brandon1ORCID,Reiher Peter1ORCID

Affiliation:

1. University of California, Los Angeles, USA

Publisher

ACM

Reference54 articles.

1. A quantitative study of accuracy in system call-based malware detection

2. CruParamer: Learning on Parameter-Augmented API Sequences for Malware Detection

3. Android HIV: A Study of Repackaging Malware for Evading Machine-Learning Detection

4. Learning Security Classifiers with Verified Global Robustness Properties

5. Yizheng Chen , Shiqi Wang , Dongdong She , and Suman Jana . 2020 . On Training Robust PDF Malware Classifiers. In 29th USENIX Security Symposium (USENIX Security 20) . USENIX Association, 2343–2360. https://www.usenix.org/conference/usenixsecurity20/presentation/chen-yizheng. Yizheng Chen, Shiqi Wang, Dongdong She, and Suman Jana. 2020. On Training Robust PDF Malware Classifiers. In 29th USENIX Security Symposium (USENIX Security 20). USENIX Association, 2343–2360. https://www.usenix.org/conference/usenixsecurity20/presentation/chen-yizheng.

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