Slowing Down the Aging of Learning-Based Malware Detectors With API Knowledge

Author:

Zhang Xiaohan1ORCID,Zhang Mi1ORCID,Zhang Yuan1ORCID,Zhong Ming1ORCID,Zhang Xin1ORCID,Cao Yinzhi2ORCID,Yang Min1ORCID

Affiliation:

1. School of Computer Science, Fudan University, Shanghai, China

2. Department of Computer Science, Johns Hopkins University, Baltimore, MD, USA

Funder

National Natural Science Foundation of China

China Postdoctoral Science Foundation

Natural Science Foundation of Shanghai

National Program on Key Basic Research

National Science Foundation

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering

Reference69 articles.

1. Learning the PE Header, Malware Detection with Minimal Domain Knowledge

2. Finding unknown malice in 10 seconds: Mass vetting for new threats at the Google-Play scale;chen;Proc 24th USENIX Secur Symp,2015

3. DroidEvolver: Self-Evolving Android Malware Detection System

4. MalDozer: Automatic framework for android malware detection using deep learning

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

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. Enhancing TinyML-Based Container Escape Detectors With Systemcall Semantic Association in UAVs Networks;IEEE Internet of Things Journal;2024-06-15

2. Decoding Brain-Controlled Intention for UAVs and IVs Based on Lightweight Network;IEEE Internet of Things Journal;2024-06-15

3. A New Perspective of Deep Learning Testing Framework: Human-Computer Interaction Based Neural Network Testing;2024 IEEE International Conference on Robotics and Automation (ICRA);2024-05-13

4. A BERT-Based Active Defense Mechanism for Terminal Access;2023 4th International Conference on Information Science, Parallel and Distributed Systems (ISPDS);2023-07-14

5. Smishing Strategy Dynamics and Evolving Botnet Activities in Japan;IEEE Access;2022

同舟云学术

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