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2010 – 2019
- 2018
[j5]Vojtech Franc
, Ondrej Fikar, Karel Bartos, Michal Sofka:
Learning data discretization via convex optimization. Mach. Learn. 107(2): 333-355 (2018)- 2017
- [i1]Lukás Machlica, Karel Bartos, Michal Sofka:
Learning detectors of malicious web requests for intrusion detection in network traffic. CoRR abs/1702.02530 (2017) - 2016
- [c20]Karel Bartos, Michal Sofka, Vojtech Franc:
Learning Invariant Representation for Malicious Network Traffic Detection. ECAI 2016: 1132-1139 - [c19]Karel Bartos, Michal Sofka, Vojtech Franc:
Optimized Invariant Representation of Network Traffic for Detecting Unseen Malware Variants. USENIX Security Symposium 2016: 807-822 - 2015
- [j4]Karel Bartos, Martin Rehák:
IFS: Intelligent flow sampling for network security-an adaptive approach. Int. J. Netw. Manag. 25(5): 263-282 (2015) - [c18]Vojtech Franc, Michal Sofka, Karel Bartos:
Learning Detector of Malicious Network Traffic from Weak Labels. ECML/PKDD (3) 2015: 85-99 - [c17]Karel Bartos, Michal Sofka:
Robust Representation for Domain Adaptation in Network Security. ECML/PKDD (3) 2015: 116-132 - 2014
- [j3]Jan Stiborek, Martin Grill, Martin Rehák, Karel Bartos, Jan Jusko:
Game Theoretical Model for Adaptive Intrusion Detection System. Trans. Comput. Collect. Intell. 15: 133-163 (2014) - 2012
- [c16]Karel Bartos, Martin Rehák:
Distributed Self-organized Collaboration of Autonomous IDS Sensors. AIMS 2012: 113-117 - [c15]Karel Bartos, Martin Rehák, Michal Svoboda:
Self-organized Collaboration of Distributed IDS Sensors. DIMVA 2012: 214-231 - [c14]Karel Bartos, Martin Rehák:
Trust-based Solution for Robust Self-configuration of Distributed Intrusion Detection Systems. ECAI 2012: 121-126 - [c13]Jan Stiborek, Martin Grill, Martin Rehák, Karel Bartos, Jan Jusko:
Game Theoretical Adaptation Model for Intrusion Detection System. PAAMS 2012: 201-210 - [c12]Jan Stiborek, Martin Grill, Martin Rehák, Karel Bartos, Jan Jusko:
Game Theoretical Adaptation Model for Intrusion Detection System - Demo Paper. PAAMS 2012: 291-294 - [c11]Karel Bartos, Martin Rehák:
Self-Organized Mechanism for Distributed Setup of Multiple Heterogeneous Intrusion Detection Systems. SASO Workshops 2012: 31-38 - [c10]Karel Bartos, Martin Rehák:
Towards Efficient Flow Sampling Technique for Anomaly Detection. TMA 2012: 93-106 - 2011
- [c9]Martin Rehák, Michal Pechoucek, Martin Grill, Jan Stiborek, Karel Bartos:
Game theoretical adaptation model for intrusion detection system. AAMAS 2011: 1123-1124 - [c8]Karel Bartos, Martin Rehák, Vojtech Krmicek:
Optimizing flow sampling for network anomaly detection. IWCMC 2011: 1304-1309
2000 – 2009
- 2009
- [j2]Martin Rehák, Michal Pechoucek, Martin Grill, Jan Stiborek, Karel Bartos, Pavel Celeda:
Adaptive Multiagent System for Network Traffic Monitoring. IEEE Intell. Syst. 24(3): 16-25 (2009) - [j1]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): 35-48 (2009) - [c7]Martin Rehák, Eugen Staab, Michal Pechoucek, Jan Stiborek, Martin Grill, Karel Bartos:
Dynamic information source selection for intrusion detection systems. AAMAS (2) 2009: 1009-1016 - [c6]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: 65-66 - [c5]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: 61-80 - 2008
- [c4]Martin Rehák, Michal Pechoucek, Pavel Celeda, Vojtech Krmicek, Martin Grill, Karel Bartos:
Multi-agent approach to network intrusion detection. AAMAS (Demos) 2008: 1695-1696 - [c3]Martin Rehák, Michal Pechoucek, Martin Grill, Karel Bartos:
Trust-Based Classifier Combination for Network Anomaly Detection. CIA 2008: 116-130 - [c2]Martin Rehák, Michal Pechoucek, Karel Bartos, Martin Grill, Pavel Celeda, Vojtech Krmicek:
Improving Anomaly Detection Error Rate by Collective Trust Modeling. RAID 2008: 398-399 - 2007
- [c1]Martin Rehák, Michal Pechoucek, Karel Bartos, Martin Grill, Pavel Celeda:
Network Intrusion Detection by Means of Community of Trusting Agents. IAT 2007: 498-504
Coauthor Index
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