Network Intrusion Detection by Means of Community of Trusting Agents. - Martin Rehák; Michal Pechoucek; Karel Bartos; Martin Grill; Pavel Celeda (IAT, 2007)

Multi-agent approach to network intrusion detection. - Martin Rehák; Michal Pechoucek; Pavel Celeda; Vojtech Krmicek; Martin Grill; Karel Bartos (AAMAS (Demos), 2008)

Trust-Based Classifier Combination for Network Anomaly Detection. - Martin Rehák; Michal Pechoucek; Martin Grill; Karel Bartos (CIA, 2008)

Improving Anomaly Detection Error Rate by Collective Trust Modeling. - Martin Rehák; Michal Pechoucek; Karel Bartos; Martin Grill; Pavel Celeda; Vojtech Krmicek (RAID, 2008)

Dynamic information source selection for intrusion detection systems. - Martin Rehák; Eugen Staab; Michal Pechoucek; Jan Stiborek; Martin Grill; Karel Bartos (AAMAS (2), 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 001 (ICAC, 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 001 (RAID, 2009)

Adaptive Multiagent System for Network Traffic Monitoring. - Martin Rehák; Michal Pechoucek; Martin Grill; Jan Stiborek; Karel Bartos; Pavel Celeda (IEEE Intell. Syst., 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)

Game theoretical adaptation model for intrusion detection system. - Martin Rehák; Michal Pechoucek; Martin Grill; Jan Stiborek; Karel Bartos (AAMAS, 2011)

Optimizing flow sampling for network anomaly detection. - Karel Bartos; Martin Rehák; Vojtech Krmicek (IWCMC, 2011)

Distributed Self-organized Collaboration of Autonomous IDS Sensors. - Karel Bartos; Martin Rehák (AIMS, 2012)

Self-organized Collaboration of Distributed IDS Sensors. - Karel Bartos; Martin Rehák; Michal Svoboda (DIMVA, 2012)

Trust-based Solution for Robust Self-configuration of Distributed Intrusion Detection Systems. - Karel Bartos; Martin Rehák (ECAI, 2012)

Game Theoretical Adaptation Model for Intrusion Detection System. - Jan Stiborek; Martin Grill; Martin Rehák; Karel Bartos; Jan Jusko (PAAMS, 2012)

Game Theoretical Adaptation Model for Intrusion Detection System - Demo Paper. - Jan Stiborek; Martin Grill; Martin Rehák; Karel Bartos; Jan Jusko (PAAMS, 2012)

Self-Organized Mechanism for Distributed Setup of Multiple Heterogeneous Intrusion Detection Systems. - Karel Bartos; Martin Rehák (SASO Workshops, 2012)

Towards Efficient Flow Sampling Technique for Anomaly Detection. - Karel Bartos; Martin Rehák (TMA, 2012)

Game Theoretical Model for Adaptive Intrusion Detection System. - Jan Stiborek; Martin Grill; Martin Rehák; Karel Bartos; Jan Jusko (Trans. Comput. Collect. Intell., 2014)

Robust Representation for Domain Adaptation in Network Security. - Karel Bartos; Michal Sofka (ECML/PKDD (3), 2015)

Learning Detector of Malicious Network Traffic from Weak Labels. - Vojtech Franc; Michal Sofka; Karel Bartos (ECML/PKDD (3), 2015)

IFS: Intelligent flow sampling for network security-an adaptive approach. - Karel Bartos; Martin Rehák (Int. J. Netw. Manag., 2015)

Learning Invariant Representation for Malicious Network Traffic Detection. - Karel Bartos; Michal Sofka; Vojtech Franc (ECAI, 2016)

Optimized Invariant Representation of Network Traffic for Detecting Unseen Malware Variants. - Karel Bartos; Michal Sofka; Vojtech Franc (USENIX Security Symposium, 2016)

Learning detectors of malicious web requests for intrusion detection in network traffic. - Lukás Machlica; Karel Bartos; Michal Sofka (CoRR, 2017)

Learning data discretization via convex optimization. - Vojtech Franc; Ondrej Fikar; Karel Bartos; Michal Sofka (Mach. Learn., 2018)