DeepAID: Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications
Author:
Affiliation:
1. Tsinghua University, Beijing, China
Funder
National Key Research and Development Program of China
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3460120.3484589
Reference65 articles.
1. Toward Explainable Deep Neural Network Based Anomaly Detection
2. On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation
3. MacroBase
Cited by 46 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. Detecting malicious encrypted traffic with privacy set intersection in cloud-assisted industrial internet;Journal of Information Security and Applications;2024-09
2. Adjacent Image Augmentation and Its Framework for Self-Supervised Learning in Anomaly Detection;Sensors;2024-08-29
3. Fair XIDS: Ensuring fairness and transparency in intrusion detection models;Concurrency and Computation: Practice and Experience;2024-08-26
4. Bad Design Smells in Benchmark NIDS Datasets;2024 IEEE 9th European Symposium on Security and Privacy (EuroS&P);2024-07-08
5. Process-Aware Intrusion Detection in MQTT Networks;Proceedings of the Fourteenth ACM Conference on Data and Application Security and Privacy;2024-06-19
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