Evaluating Feature Robustness for Windows Malware Family Classification

Author:

Duby Adam1,Taylor Teryl2,Bloom Gedare3,Zhuang Yanyan3

Affiliation:

1. United States Military Academy,West Point,NY

2. IBM Research,Yorktown Heights,NY

3. University of Colorado Colorado Springs,Colorado Springs,CO

Funder

NSF

Publisher

IEEE

Reference55 articles.

1. Sysinternals suite;russinovich;Microsoft TechNet,2009

2. Generic Black-Box End-to-End Attack Against State of the Art API Call Based Malware Classifiers

3. Intriguing Properties of Adversarial ML Attacks in the Problem Space

4. TESSERACT: Eliminating experimental bias in malware classification across space and time;pendlebury;28th USENIX Security Symposium,2019

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1. Cimalir: Cross-Platform IoT Malware Clustering using Intermediate Representation;2024 IEEE 14th Annual Computing and Communication Workshop and Conference (CCWC);2024-01-08

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