A Framework for Robustness Evaluation in AI-Based Malware Detectors

Author:

Lin Gao-Yu1,Cheng Shin-Ming1,Lee Hahn-Ming1

Affiliation:

1. National Taiwan University of Science and Technology,Taipei,Taiwan

Publisher

IEEE

Reference12 articles.

1. Explanation-guided backdoor poisoning attacks against malware classifiers;severi;Proc USENIX Security 2021,2021

2. Black-box adversarial attacks against deep learning based malware binaries detection with gan;yuan;Proc ECAI 2020,2020

3. EMBER: an open dataset for training static PE malware machine learning models;anderson,2018

4. Being single has benefits. instance poisoning to deceive malware classifiers;shapira,2020

5. Graph-Based Malware Detection Using Opcode Sequences

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