Breakthrough to Adaptive and Cost-Aware Hardware-Assisted Zero-Day Malware Detection: A Reinforcement Learning-Based Approach-Reference-Cited by-同舟云学术

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Breakthrough to Adaptive and Cost-Aware Hardware-Assisted Zero-Day Malware Detection: A Reinforcement Learning-Based Approach

Published:2022-10 Issue: Volume: Page:
ISSN:
Container-title:2022 IEEE 40th International Conference on Computer Design (ICCD)
language:
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Author:

He Zhangying¹,Makrani Hosein Mohammadi²,Rafatirad Setareh³,Homayoun Houman²,Sayadi Hossein¹

Affiliation:

1. California State University,Department of Computer Engineering and Computer Science,Long Beach,CA,USA

2. University of California,Department of Electrical and Computer Engineering,Davis,CA,USA

3. University of California,Department of Computer Science,Davis,CA,USA

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/9978287/9978272/09978332.pdf?arnumber=9978332

Reference32 articles.

1. Openai gym;brockman,2016

2. MFS-MCDM: Multi-label feature selection using multi-criteria decision making

3. Hardware Performance Counters Can Detect Malware

4. A Theoretical Study of Hardware Performance Counters-Based Malware Detection

Cited by 5 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Redefining Trust: Assessing Reliability of Machine Learning Algorithms in Intrusion Detection Systems;2024 IEEE International Symposium on Circuits and Systems (ISCAS);2024-05-19

2. Intelligent Malware Detection based on Hardware Performance Counters: A Comprehensive Survey;2024 25th International Symposium on Quality Electronic Design (ISQED);2024-04-03

3. Cyber-Immunity at the Core: Securing Biomedical Devices through Hardware-Level Machine Learning Defense;2023 IEEE Biomedical Circuits and Systems Conference (BioCAS);2023-10-19

4. Image-Based Zero-Day Malware Detection in IoMT Devices: A Hybrid AI-Enabled Method;2023 24th International Symposium on Quality Electronic Design (ISQED);2023-04-05

5. Malware Speaks! Deep Learning Based Assembly Code Processing for Detecting Evasive Cryptojacking;IEEE Transactions on Dependable and Secure Computing;2023

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