Deep Neural Network and Transfer Learning for Accurate Hardware-Based Zero-Day Malware Detection
Author:
Affiliation:
1. California State University, Long Beach, Long Beach, CA, USA
2. University of California, Davis, Davis, CA, USA
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3526241.3530326
Reference28 articles.
1. Before we knew it
2. G. Bradski . 2000. The OpenCV Library. Dr. Dobb's Journal of Software Tools ( 2000 ). G. Bradski. 2000. The OpenCV Library. Dr. Dobb's Journal of Software Tools (2000).
3. S. Das etal 2019. SoK: The Challenges Pitfalls and Perils of Using Hardware Performance Counters for Security. In IEEE SP. 20--38. S. Das et al. 2019. SoK: The Challenges Pitfalls and Perils of Using Hardware Performance Counters for Security. In IEEE SP. 20--38.
4. J. Demme 2013 . On the Feasibility of Online Malware Detection with Performance Counters. In ISCA'13 . ACM, 559--570. J. Demme et al. 2013. On the Feasibility of Online Malware Detection with Performance Counters. In ISCA'13. ACM, 559--570.
5. Malware Detection Based on Hybrid Signature Behaviour Application Programming Interface Call Graph
Cited by 12 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. Multimodal-based abnormal behavior detection method in virtualization environment;Computers & Security;2024-08
2. Redefining Trust: Assessing Reliability of Machine Learning Algorithms in Intrusion Detection Systems;2024 IEEE International Symposium on Circuits and Systems (ISCAS);2024-05-19
3. Intelligent Malware Detection based on Hardware Performance Counters: A Comprehensive Survey;2024 25th International Symposium on Quality Electronic Design (ISQED);2024-04-03
4. CNN-LSTM and transfer learning models for malware classification based on opcodes and API calls;Knowledge-Based Systems;2024-04
5. Guarding Against the Unknown: Deep Transfer Learning for Hardware Image-Based Malware Detection;Journal of Hardware and Systems Security;2024-03-15
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3