Karel Bartos

According to our database, Karel Bartos authored at least 26 papers between 2007 and 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2018

Learning data discretization via convex optimization.

Vojtech Franc, Ondrej Fikar, Karel Bartos, Michal Sofka

Mach. Learn., 2018

2017

Learning detectors of malicious web requests for intrusion detection in network traffic.

Lukás Machlica, Karel Bartos, Michal Sofka

CoRR, 2017

2016

Optimized Invariant Representation of Network Traffic for Detecting Unseen Malware Variants.

Karel Bartos, Michal Sofka, Vojtech Franc

Proceedings of the 25th USENIX Security Symposium, 2016

Learning Invariant Representation for Malicious Network Traffic Detection.

Karel Bartos, Michal Sofka, Vojtech Franc

Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

2015

IFS: Intelligent flow sampling for network security-an adaptive approach.

Karel Bartos, Martin Rehák

Int. J. Netw. Manag., 2015

Learning Detector of Malicious Network Traffic from Weak Labels.

Vojtech Franc, Michal Sofka, Karel Bartos

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Robust Representation for Domain Adaptation in Network Security.

Karel Bartos, Michal Sofka

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

2014

Game Theoretical Model for Adaptive Intrusion Detection System.

Jan Stiborek, Martin Grill, Martin Rehák, Karel Bartos, Jan Jusko

Trans. Comput. Collect. Intell., 2014

2012

Towards Efficient Flow Sampling Technique for Anomaly Detection.

Karel Bartos, Martin Rehák

Proceedings of the Traffic Monitoring and Analysis - 4th International Workshop, 2012

Self-Organized Mechanism for Distributed Setup of Multiple Heterogeneous Intrusion Detection Systems.

Karel Bartos, Martin Rehák

Proceedings of the Sixth IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshops, 2012

Game Theoretical Adaptation Model for Intrusion Detection System - Demo Paper.

Jan Stiborek, Martin Grill, Martin Rehák, Karel Bartos, Jan Jusko

Proceedings of the Advances on Practical Applications of Agents and Multi-Agent Systems, 2012

Game Theoretical Adaptation Model for Intrusion Detection System.

Jan Stiborek, Martin Grill, Martin Rehák, Karel Bartos, Jan Jusko

Proceedings of the Advances on Practical Applications of Agents and Multi-Agent Systems, 2012

Trust-based Solution for Robust Self-configuration of Distributed Intrusion Detection Systems.

Karel Bartos, Martin Rehák

Proceedings of the ECAI 2012, 2012

Self-organized Collaboration of Distributed IDS Sensors.

Karel Bartos, Martin Rehák, Michal Svoboda

Proceedings of the Detection of Intrusions and Malware, and Vulnerability Assessment, 2012

Distributed Self-organized Collaboration of Autonomous IDS Sensors.

Karel Bartos, Martin Rehák

Proceedings of the Dependable Networks and Services, 2012

2011

Optimizing flow sampling for network anomaly detection.

Karel Bartos, Martin Rehák, Vojtech Krmicek

Proceedings of the 7th International Wireless Communications and Mobile Computing Conference, 2011

Game theoretical adaptation model for intrusion detection system.

Martin Rehák, Michal Pechoucek, Martin Grill, Jan Stiborek, Karel Bartos

Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

2009

Collaborative approach to network behaviour analysis based on hardware-accelerated FlowMon probes.

Martin Rehák, Michal Pechoucek, Martin Grill, Karel Bartos, Vojtech Krmicek, Pavel Celeda

Int. J. Electron. Secur. Digit. Forensics, 2009

Adaptive Multiagent System for Network Traffic Monitoring.

Martin Rehák, Michal Pechoucek, Martin Grill, Jan Stiborek, Karel Bartos, Pavel Celeda

IEEE Intell. Syst., 2009

Runtime Monitoring and Dynamic Reconfiguration for Intrusion Detection Systems.

Martin Rehák, Eugen Staab, Volker Fusenig, Michal Pechoucek, Martin Grill, Jan Stiborek, Karel Bartos, Thomas Engel

Proceedings of the Recent Advances in Intrusion Detection, 12th International Symposium, 2009

Threat-model-driven runtime adaptation and evaluation of intrusion detection system.

Martin Rehák, Eugen Staab, Volker Fusenig, Jan Stiborek, Martin Grill, Karel Bartos, Michal Pechoucek, Thomas Engel

Proceedings of the 6th International Conference on Autonomic Computing, 2009

Dynamic information source selection for intrusion detection systems.

Martin Rehák, Eugen Staab, Michal Pechoucek, Jan Stiborek, Martin Grill, Karel Bartos

Proceedings of the 8th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 2009

2008

Improving Anomaly Detection Error Rate by Collective Trust Modeling.

Martin Rehák, Michal Pechoucek, Karel Bartos, Martin Grill, Pavel Celeda, Vojtech Krmicek

Proceedings of the Recent Advances in Intrusion Detection, 11th International Symposium, 2008

Trust-Based Classifier Combination for Network Anomaly Detection.

Martin Rehák, Michal Pechoucek, Martin Grill, Karel Bartos

Proceedings of the Cooperative Information Agents XII, 12th International Workshop, 2008

Multi-agent approach to network intrusion detection.

Martin Rehák, Michal Pechoucek, Pavel Celeda, Vojtech Krmicek, Martin Grill, Karel Bartos

Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008

2007

Network Intrusion Detection by Means of Community of Trusting Agents.

Martin Rehák, Michal Pechoucek, Karel Bartos, Martin Grill, Pavel Celeda

Proceedings of the 2007 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2007