Karel Bartos

Publication Activity (10 Years)

Years Active: 2007-2018
Publications (10 Years): 7

Top Topics

Invariant Representation

Intrusion Detection System

Malicious Traffic

Network Traffic

Top Venues

Publications

Vojtech Franc, Ondrej Fikar, Karel Bartos, Michal Sofka
Learning data discretization via convex optimization. Mach. Learn. 107 (2) (2018)
Lukás Machlica, Karel Bartos, Michal Sofka
Learning detectors of malicious web requests for intrusion detection in network traffic. CoRR (2017)
Karel Bartos, Michal Sofka, Vojtech Franc
Learning Invariant Representation for Malicious Network Traffic Detection. ECAI (2016)
Karel Bartos, Michal Sofka, Vojtech Franc
Optimized Invariant Representation of Network Traffic for Detecting Unseen Malware Variants. USENIX Security Symposium (2016)
Karel Bartos, Martin Rehák
IFS: Intelligent flow sampling for network security-an adaptive approach. Int. J. Netw. Manag. 25 (5) (2015)
Karel Bartos, Michal Sofka
Robust Representation for Domain Adaptation in Network Security. ECML/PKDD (3) (2015)
Vojtech Franc, Michal Sofka, Karel Bartos
Learning Detector of Malicious Network Traffic from Weak Labels. ECML/PKDD (3) (2015)
Jan Stiborek, Martin Grill, Martin Rehák, Karel Bartos, Jan Jusko
Game Theoretical Model for Adaptive Intrusion Detection System. Trans. Comput. Collect. Intell. 15 (2014)
Karel Bartos, Martin Rehák, Michal Svoboda
Self-organized Collaboration of Distributed IDS Sensors. DIMVA (2012)
Karel Bartos, Martin Rehák
Distributed Self-organized Collaboration of Autonomous IDS Sensors. AIMS (2012)
Jan Stiborek, Martin Grill, Martin Rehák, Karel Bartos, Jan Jusko
Game Theoretical Adaptation Model for Intrusion Detection System - Demo Paper. PAAMS (2012)
Jan Stiborek, Martin Grill, Martin Rehák, Karel Bartos, Jan Jusko
Game Theoretical Adaptation Model for Intrusion Detection System. PAAMS (2012)
Karel Bartos, Martin Rehák
Self-Organized Mechanism for Distributed Setup of Multiple Heterogeneous Intrusion Detection Systems. SASO Workshops (2012)
Karel Bartos, Martin Rehák
Trust-based Solution for Robust Self-configuration of Distributed Intrusion Detection Systems. ECAI (2012)
Karel Bartos, Martin Rehák
Towards Efficient Flow Sampling Technique for Anomaly Detection. TMA (2012)
Karel Bartos, Martin Rehák, Vojtech Krmicek
Optimizing flow sampling for network anomaly detection. IWCMC (2011)
Martin Rehák, Michal Pechoucek, Martin Grill, Jan Stiborek, Karel Bartos
Game theoretical adaptation model for intrusion detection system. AAMAS (2011)
Martin Rehák, Michal Pechoucek, Martin Grill, Karel Bartos, Vojtech Krmicek, Pavel Celeda
Collaborative approach to network behaviour analysis based on hardware-accelerated FlowMon probes. Int. J. Electron. Secur. Digit. Forensics 2 (1) (2009)
Martin Rehák, Eugen Staab, Michal Pechoucek, Jan Stiborek, Martin Grill, Karel Bartos
Dynamic information source selection for intrusion detection systems. AAMAS (2) (2009)
Martin Rehák, Eugen Staab, Volker Fusenig, Jan Stiborek, Martin Grill, Karel Bartos, Michal Pechoucek, Thomas Engel
Threat-model-driven runtime adaptation and evaluation of intrusion detection system. ICAC (2009)
Martin Rehák, Eugen Staab, Volker Fusenig, Michal Pechoucek, Martin Grill, Jan Stiborek, Karel Bartos, Thomas Engel
Runtime Monitoring and Dynamic Reconfiguration for Intrusion Detection Systems. RAID (2009)
Martin Rehák, Michal Pechoucek, Martin Grill, Jan Stiborek, Karel Bartos, Pavel Celeda
Adaptive Multiagent System for Network Traffic Monitoring. IEEE Intell. Syst. 24 (3) (2009)
Martin Rehák, Michal Pechoucek, Martin Grill, Karel Bartos
Trust-Based Classifier Combination for Network Anomaly Detection. CIA (2008)
Martin Rehák, Michal Pechoucek, Pavel Celeda, Vojtech Krmicek, Martin Grill, Karel Bartos
Multi-agent approach to network intrusion detection. AAMAS (Demos) (2008)
Martin Rehák, Michal Pechoucek, Karel Bartos, Martin Grill, Pavel Celeda, Vojtech Krmicek
Improving Anomaly Detection Error Rate by Collective Trust Modeling. RAID (2008)
Martin Rehák, Michal Pechoucek, Karel Bartos, Martin Grill, Pavel Celeda
Network Intrusion Detection by Means of Community of Trusting Agents. IAT (2007)