LogCluster-A data clustering and pattern mining algorithm for event logs R Vaarandi, M Pihelgas 2015 11th International Conference on Network and Service Management (CNSM), 1-7, 2015 | 251 | 2015 |
Insider Threat Detection Study M Kont, M Pihelgas, J Wojtkowiak, L Trinberg, AM Osula NATO CCD COE Publications, 2015 | 44 | 2015 |
Using security logs for collecting and reporting technical security metrics R Vaarandi, M Pihelgas 2014 IEEE Military Communications Conference, 294-299, 2014 | 42 | 2014 |
Event log analysis with the LogCluster tool R Vaarandi, M Kont, M Pihelgas MILCOM 2016-2016 IEEE Military Communications Conference, 982-987, 2016 | 31 | 2016 |
Autonomous Intelligent Cyber-Defense Agent (AICA) Reference Architecture, Release 2.0 A Kott, P Théron, M Drasar, E Dushku, B LeBlanc, P Losiewicz, A Guarino, ... CCDC Army Research Laboratory Adelphi United States, 2019 | 28 | 2019 |
A Comparative Analysis of Open-Source Intrusion Detection Systems M Pihelgas Tallinn University of Technology & University of Tartu, 2012 | 28 | 2012 |
Towards an active, autonomous and intelligent cyber defense of military systems: The NATO AICA reference architecture P Theron, A Kott, M Drašar, K Rzadca, B LeBlanc, M Pihelgas, L Mancini, ... 2018 International Conference on Military Communications and Information …, 2018 | 25 | 2018 |
Back-Tracing and Anonymity in Cyberspace M Pihelgas Peacetime Regime for State Activities in Cyberspace: International Law …, 2013 | 21 | 2013 |
Reference Architecture of an Autonomous Agent for Cyber Defense of Complex Military Systems P Théron, A Kott, M Drašar, K Rzadca, B LeBlanc, M Pihelgas, L Mancini, ... Adaptive Autonomous Secure Cyber Systems, 1-21, 2020 | 19 | 2020 |
Creating and Detecting IPv6 Transition Mechanism-Based Information Exfiltration Covert Channels B Blumbergs, M Pihelgas, M Kont, O Maennel, R Vaarandi Nordic Conference on Secure IT Systems, 85-100, 2016 | 18 | 2016 |
Mitigating Risks arising from False-Flag and No-Flag Cyber Attacks M Pihelgas NATO CCD COE Publications, 2015 | 16 | 2015 |
Initial Reference Architecture of an Intelligent Autonomous Agent for Cyber Defense A Kott, LV Mancini, P Théron, M Drašar, E Dushku, H Günther, M Kont, ... arXiv preprint arXiv:1803.10664, 2018 | 13 | 2018 |
Frankenstack: Toward Real-time Red Team Feedback M Kont, M Pihelgas, K Maennel, B Blumbergs, T Lepik Military Communications Conference (MILCOM), 2017 IEEE, 400-405, 2017 | 11 | 2017 |
Design and Implementation of an Availability Scoring System for Cyber Defence Exercises M Pihelgas International Conference on Cyber Warfare and Security (ICCWS), 329-337, 2019 | 9 | 2019 |
EVE and ADAM: Situation Awareness Tools for NATO CCDCOE Cyber Exercises FJR Melón, TU Väisänen, M Pihelgas Systems Concepts and Integration (SCI) Panel SCI-300 Specialists’ Meeting on …, 2018 | 8 | 2018 |
An introductory preview of Autonomous Intelligent Cyber-defense Agent reference architecture, release 2.0 A Kott, P Théron, LV Mancini, E Dushku, A Panico, M Drašar, B LeBlanc, ... The Journal of Defense Modeling and Simulation 17 (1), 51-54, 2020 | 7 | 2020 |
Frankenstack: Real-time Cyberattack Detection and Feedback System for Technical Cyber Exercises M Pihelgas, M Kont 2021 IEEE International Conference on Cyber Security and Resilience (CSR …, 2021 | 3 | 2021 |
Data Quality Problem in AI-Based Network Intrusion Detection Systems Studies and a Solution Proposal ME Halisdemir, H Karacan, M Pihelgas, T Lepik, S Cho 2022 14th International Conference on Cyber Conflict: Keep Moving!(CyCon …, 2022 | 2 | 2022 |
IDS for logs: Towards implementing a streaming Sigma rule engine M Kont, M Pihelgas NATO CCD COE Publications, 2020 | 2 | 2020 |
NetFlow Based Framework for Identifying Anomalous End User Nodes R Vaarandi, M Pihelgas ICCWS 2020 15th International Conference on Cyber Warfare and Security, 448, 2020 | 1 | 2020 |