Martin Rehák

Publication Activity (10 Years)

Years Active: 2004-2018
Publications (10 Years): 8

Top Topics

Randomized Trees

Learning Process

Intrusion Detection System

Image Set Classification

Top Venues

IEEE Intell. Syst.

Publications

Jan Stiborek, Tomás Pevný, Martin Rehák
Probabilistic analysis of dynamic malware traces. Comput. Secur. 74 (2018)
Jan Stiborek, Tomás Pevný, Martin Rehák
Multiple instance learning for malware classification. Expert Syst. Appl. 93 (2018)
Özgür Kafali, Natalia Criado, Martin Rehák, Jose M. Such, Pinar Yolum
Guest Editors' Introduction. ACM Trans. Internet Techn. 18 (3) (2018)
Jan Stiborek, Tomás Pevný, Martin Rehák
Multiple Instance Learning for Malware Classification. CoRR (2017)
Martin Grill, Tomás Pevný, Martin Rehák
Reducing false positives of network anomaly detection by local adaptive multivariate smoothing. J. Comput. Syst. Sci. 83 (1) (2017)
Jose M. Such, Natalia Criado, Laurent Vercouter, Martin Rehák
Intelligent Cybersecurity Agents [Guest editors' introduction]. IEEE Intell. Syst. 31 (5) (2016)
Jan Jusko, Martin Rehák, Jan Stiborek, Jan Kohout, Tomás Pevný
Using Behavioral Similarity for Botnet Command-and-Control Discovery. IEEE Intell. Syst. 31 (5) (2016)
D. De Motte, A. R. Grounds, Martin Rehák, A. Rodriguez Blanco, B. Lekitsch, G. S. Giri, Pavol Neilinger, Gregor Oelsner, E. Il'ichev, Miroslav Grajcar, Winfried K. Hensinger
Experimental system design for the integration of trapped-ion and superconducting qubit systems. Quantum Inf. Process. 15 (12) (2016)
Karel Bartos, Martin Rehák
IFS: Intelligent flow sampling for network security-an adaptive approach. Int. J. Netw. Manag. 25 (5) (2015)
Martin Grill, Ivan Nikolaev, Veronica Valeros, Martin Rehák
Detecting DGA malware using NetFlow. IM (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)
Jan Jusko, Martin Rehák
Identifying peer-to-peer communities in the network by connection graph analysis. Int. J. Netw. Manag. 24 (4) (2014)
Martin Grill, Martin Rehák
Malware detection using HTTP user-agent discrepancy identification. WIFS (2014)
Tomás Pevný, Martin Komon, Martin Rehák
Attacking the IDS learning processes. ICASSP (2013)
Karel Bartos, Martin Rehák, Michal Svoboda
Self-organized Collaboration of Distributed IDS Sensors. DIMVA (2012)
Jan Jusko, Martin Rehák
Identifying Skype nodes by NetFlow-based graph analysis. IWCMC (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)
Tomás Pevný, Martin Rehák, Martin Grill
Detecting anomalous network hosts by means of PCA. WIFS (2012)
Jan Stiborek, Martin Grill, Martin Rehák, Karel Bartos, Jan Jusko
Game Theoretical Adaptation Model for Intrusion Detection System. PAAMS (2012)
Jan Jusko, Martin Rehák
Identifying Skype Nodes in the Network Exploiting Mutual Contacts. TMA (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)
Jan Jusko, Martin Rehák
Revealing Cooperating Hosts by Connection Graph Analysis. SecureComm (2012)
Martin Rehák, Martin Grill, Jan Stiborek
On the Value of Coordination in Distributed Self-Adaptation of Intrusion Detection System. IAT (2011)
Karel Bartos, Martin Rehák, Vojtech Krmicek
Optimizing flow sampling for network anomaly detection. IWCMC (2011)
Martin Rehák, Jan Stiborek, Martin Grill
Intelligence, not integration: Distributed regret minimization for IDS Control. CICS (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, Pavel Celeda, Jiri Novotný, Pavel Minarík
CAMNEP: agent-based network intrusion detection system. AAMAS (Industry Track) (2008)
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)
Jan Doubek, Jirí Vokrínek, Michal Pechoucek, Martin Rehák
Incrementally Refined Acquaintance Model for Consortia Composition. CIA (2008)
Martin Rehák, Michal Pechoucek, Pavel Celeda, Vojtech Krmicek, Pavel Minarík, David Medvigy
Collaborative Attack Detection in High-Speed Networks. CEEMAS (2007)
Martin Rehák, Michal Pechoucek, David Medvigy, Magdalena Prokopová, Jan Tozicka, Lukás Foltýn
Agent Methods for Network Intrusion Detection and Response. HoloMAS (2007)
Martin Rehák, Michal Pechoucek, Jan Tozicka, Magdalena Prokopová, David Medvigy, Jiri Novotný
Agent-Based Network Protection Against Malicious Code. CEEMAS (2007)
Michal Pechoucek, Martin Rehák, Vladimír Marík
Incrementally Refined Acquaintance Model for Distributed Planning and Resource Allocation in Semi-trusted Environments. Web Intelligence/IAT Workshops (2007)
Jan Tozicka, Michal Pechoucek, Martin Rehák, Magdalena Prokopová
Multi-agent Reflection in Autonomic Systems. HoloMAS (2007)
Martin Rehák, Michal Pechoucek, Karel Bartos, Martin Grill, Pavel Celeda
Network Intrusion Detection by Means of Community of Trusting Agents. IAT (2007)
Eric Platon, Martin Rehák, Nicolas Sabouret, Michal Pechoucek, Shinichi Honiden
Detecting Intrusions in Agent System by Means of Exception Handling. HoloMAS (2007)
Martin Rehák, Michal Pechoucek, Pavel Celeda, Vojtech Krmicek, Jirí Moninec, Tomás Dymácek, David Medvigy
High-Performance Agent System for Intrusion Detection in Backbone Networks. CIA (2007)
Michal Pechoucek, Martin Rehák, Petr Charvát, Tomás Vlcek, Michal Kolar
Agent-Based Approach to Mass-Oriented Production Planning: Case Study. IEEE Trans. Syst. Man Cybern. Part C 37 (3) (2007)
Martin Rehák, Michal Pechoucek
Trust Modeling with Context Representation and Generalized Identities. CIA (2007)
Pavel Celeda, Vojtech Krmicek, Martin Rehák, David Medvigy
High-Speed Network Traffic Acquisition for Agent Systems. IAT (2007)
Vojtech Krmicek, Pavel Celeda, Martin Rehák, Michal Pechoucek
Agent-Based Network Intrusion Detection System. IAT (2007)
Martin Rehák, Milos Gregor, Michal Pechoucek, Jeffrey M. Bradshaw
Representing Context for Multiagent Trust Modeling. IAT (2006)
David Sislák, Martin Rehák, Michal Pechoucek, Dusan Pavlícek
Deployment of A-globe multi-agent platform. AAMAS (2006)
Martin Rehák, Premysl Volf, Michal Pechoucek
Multilevel Approach to Agent-Based Task Allocation in Transportation. CIA (2006)
Michal Pechoucek, Jan Tozicka, Martin Rehák
Towards formal model of adversarial action in multi-agent systems. AAMAS (2006)
David Sislák, Martin Rehák, Michal Pechoucek
A-globe: Multi-Agent Platform with Advanced Simulation and Visualization Support. Web Intelligence (2005)
Michal Pechoucek, Martin Rehák, Vladimír Marík
Expectations and deployment of agent technology in manufacturing and defence: case studies. AAMAS Industrial Applications (2005)
Martin Rehák, Lukás Foltýn, Michal Pechoucek, Petr Benda
Trust Model for Open Ubiquitous Agent Systems. IAT (2005)
Martin Rehák, Michal Pechoucek, Petr Benda
Fuzzy number approach to trust in coalition environment. AAMAS (2005)
David Sislák, Martin Rehák, Michal Pechoucek, Petr Benda
Optimizing Agents Operation in Partially Inaccessible and Disruptive Environment. IAT (2005)
Martin Rehák, Michal Pechoucek, Jan Tozicka
Adversarial Behavior in Multi-Agent Systems. EUMAS (2005)
David Sislák, Michal Pechoucek, Martin Rehák, Jan Tozicka, Petr Benda
Solving inaccessibility in multi-agent systems by mobile middle-agents. Multiagent Grid Syst. 1 (2) (2005)
Martin Rehák, Michal Pechoucek, Jan Tozicka
Adversarial Behavior in Multi-agent Systems. CEEMAS (2005)
Martin Rehák, Jan Tozicka, Michal Pechoucek, Filip Zelezný, Milan Rollo
An Abstract Architecture for Computational Reflection in Multi-Agent Systems. IAT (2005)
Martin Rehák, Michal Pechoucek, Jan Tozicka, David Sislák
Using Stand-in Agents in Partially Accessible Multi-agent Environment. ESAW (2004)
Martin Rehák, Petr Charvát, Michal Pechoucek
Agent System Application in High-Volume Production Management. BASYS (2004)
David Sislák, Michal Pechoucek, Milan Rollo, Martin Rehák, Jan Tozicka
Simulating Agents' Mobility and Inaccessibility with A-globe Multi-agent System. MATES (2004)