SITD: Insider Threat Detection Using Siamese Architecture on Imbalanced Data
Author:
Affiliation:
1. University of Chinese Academy of Science,School of Cyber Security,Beijing,China,100029
2. Chinese Academy of Science,Institute of Information Engneering,Beijing,China,100093
Funder
Research and Development
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9775971/9776016/09776049.pdf?arnumber=9776049
Reference25 articles.
1. Borderline-smote: A new oversampling method in imbalanced data sets learning;hui;Lecture Notes in Computer Science,2005
2. Data Augmentation for Insider Threat Detection with GAN
3. Adsage: Anomaly detection in sequences of attributed graph edges applied to insider threat detection at fine-grained level;garchery,2020
4. Deep Learning Based Attribute Classification Insider Threat Detection for Data Security
5. DMNAED: A Novel Framework Based on Dynamic Memory Network for Abnormal Event Detection in Enterprise Networks
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