DexBERT: Effective, Task-Agnostic and Fine-Grained Representation Learning of Android Bytecode
Author:
Affiliation:
1. University of Luxembourg, Kirchberg, Luxembourg
2. Singapore Management University, Singapore
3. Kyungpook National University, Daegu, Republic of Korea
Funder
Fonds National de la Recherche (FNR), Luxembourg
National Research Foundation of Korea
Korea government
National Cybersecurity Research and Development Programme
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Software
Link
http://xplorestaging.ieee.org/ielx7/32/10286436/10237047.pdf?arnumber=10237047
Reference93 articles.
1. A multi-view context-aware approach to Android malware detection and malicious code localization
2. Fine-grained Android Malware Detection based on Deep Learning
3. AndroAnalyzer: android malicious software detection based on deep learning
4. A Survey of Android Malware Detection with Deep Neural Models
5. CodeBERT: A Pre-Trained Model for Programming and Natural Languages
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1. Generating sparse explanations for malicious Android opcode sequences using hierarchical LIME;Computers & Security;2024-02
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