Deep Learning for Unsupervised Insider Threat Detection in Structured
Cybersecurity Data Streams

Deep Learning for Unsupervised Insider Threat Detection in Structured Cybersecurity Data Streams

2 October 2017

Brian Hutchinson

Papers citing "Deep Learning for Unsupervised Insider Threat Detection in Structured Cybersecurity Data Streams"

15 / 15 papers shown

Title
Unsupervised anomaly detection on cybersecurity data streams: a case with BETH dataset Evgeniy Eremin AI4TS 62 0 0 06 Mar 2025
AD-NEV: A Scalable Multi-level Neuroevolution Framework for Multivariate Anomaly Detection Marcin Pietroñ Dominik Zurek Kamil Faber Roberto Corizzo 30 3 0 25 May 2023
Conical Classification For Computationally Efficient One-Class Topic Determination Sameer Tajdin Khanna 18 1 0 31 Oct 2021
Image-based Insider Threat Detection via Geometric Transformation Dongyang Li Lin Yang Hongguang Zhang Xiaolei Wang Linru Ma Junchao Xiao 34 12 0 24 Aug 2021
DANTE: Predicting Insider Threat using LSTM on system logs Nidhi Rastogi Qicheng Ma 17 16 0 10 Feb 2021
LAC : LSTM AUTOENCODER with Community for Insider Threat Detection Sudipta Paul Subhankar Mishra 10 15 0 13 Aug 2020
ADSAGE: Anomaly Detection in Sequences of Attributed Graph Edges applied to insider threat detection at fine-grained level Mathieu Garchery Michael Granitzer 9 9 0 14 Jul 2020
Deep Learning for Insider Threat Detection: Review, Challenges and Opportunities Shuhan Yuan Xintao Wu AAML 20 158 0 25 May 2020
ACE -- An Anomaly Contribution Explainer for Cyber-Security Applications Xiao Zhang Manish Marwah I-Ta Lee M. Arlitt Dan Goldwasser 29 14 0 01 Dec 2019
Predicting Malicious Insider Threat Scenarios Using Organizational Data and a Heterogeneous Stack-Classifier A. Hall Nikolaos Pitropakis William J. Buchanan Naghmeh Moradpoor 17 16 0 24 Jul 2019
Deep Learning for Anomaly Detection: A Survey Raghavendra Chalapathy Sanjay Chawla AI4TS 41 1,479 0 10 Jan 2019
A Framework for Data-Driven Physical Security and Insider Threat Detection Vasileios Mavroeidis Kamer Vishi A. Jøsang 14 22 0 25 Sep 2018
Sequence Aggregation Rules for Anomaly Detection in Computer Network Traffic Benjamin J. Radford B. Richardson Shawn E. Davis AI4TS 19 57 0 09 May 2018
Recurrent Neural Network Language Models for Open Vocabulary Event-Level Cyber Anomaly Detection Aaron Tuor Ryan Baerwolf N. Knowles Brian Hutchinson Nicole Nichols Robert J. Jasper 28 51 0 02 Dec 2017
Unsupervised Machine Learning for Networking: Techniques, Applications and Research Challenges Muhammad Usama Junaid Qadir Aunn Raza Hunain Arif K. Yau Y. Elkhatib Amir Hussain Ala I. Al-Fuqaha SSL 33 317 0 19 Sep 2017