Available topics of doctoral theses 2025/2026

SupervisorDeptTitle
Ryšavý Ondřej, doc. Ing., Ph.D.DIFSAdaptive Anomaly Detection in Network Communications Using Machine Learning
Gregor Michal, doc. Ing., Ph.D.Addressing the limitations of Large Language Models
Jaroš Jiří, doc. Ing., Ph.D.DCSYAcceleration of Magnetic Resonance using distributed GPU toolbox k-Wave
Herout Adam, prof. Ing., Ph.D.DCGMAnalysis and usage of microscopic details in images captures by a common camera
Hanáček Petr, doc. Dr. Ing.DITSAnalysis of Anonymisation Networks Security
Ryšavý Ondřej, doc. Ing., Ph.D.DIFSAnalýza kryptoměnových sítí s využitím strojového učení
Rogalewicz Adam, doc. Mgr., Ph.D.DITSAnalysis of programs with dynamic data structures
Hanáček Petr, doc. Dr. Ing.DITSAnalysis of attacks on wireless networks
Jaroš Jiří, doc. Ing., Ph.D.DCSYAutotuning in High Performance Applications.
Kořenek Jan, doc. Ing., Ph.D.DCSYAutomatizace analýzy logovacích dat
Rogalewicz Adam, doc. Mgr., Ph.D.DITSAutomated Complexity Analysis of programs with (not only) Complex Data Structures
Sekanina Lukáš, prof. Ing., Ph.D.DCSYHardware-aware neural architecture search
Homoliak Ivan, doc. Ing., Ph.D.DITSSecurity and Usability of Authentication Methods in Web2 and Web3
Homoliak Ivan, doc. Ing., Ph.D.DITSSystem Security in Blockchains and Consensus Protocols
Burget Lukáš, doc. Ing., Ph.D.DCGMEnd-to-end systems for speaker diarization
Homoliak Ivan, doc. Ing., Ph.D.DITSDecentralized Finance and System Security
Malik Aamir Saeed, prof., Ph.D.DCSYPre-onset detection of Alzheimer's Disease (AD) by investigating brain dynamics
Matoušek Petr, doc. Ing., Ph.D., M.A.DIFSDetecting Network Applications in Encrypted Traffic
Meduna Alexandr, prof. RNDr., CSc.DIFSDiscontinuous Computation: Theory, Models, Methods, Applications
Malinka Kamil, Mgr., Ph.D.DITSThe impact of the life cycle of large language models on cybersecurity
Holík Lukáš, doc. Mgr., Ph.D.DITSEfficient finite automata for automated reasoning
Vojnar Tomáš, prof. Ing., Ph.D.DITSEfficient Technology for Dealing with Logics and Automata (Not Only) for Formal Analysis and Verification -- co-supervised by dr. O. Lengal
Zemčík Pavel, prof. Dr. Ing., dr. h. c.DCGMEmbedded Systems for Video/Signal Processing
Heřmanský Hynek, prof. Ing., Dr. Eng.DCGMHandling unseen domains in information extraction from speech
Meduna Alexandr, prof. RNDr., CSc.DIFSPhilosophical and Logical Roots of Computer Science
Meduna Alexandr, prof. RNDr., CSc.DIFSFormal Models of Distributed Computation
Meduna Alexandr, prof. RNDr., CSc.DIFSFormal Models of Parallel Computation
Čadík Martin, doc. Ing., Ph.D.DCGMGenerative AI and Image Processing using Neural Networks
Sekanina Lukáš, prof. Ing., Ph.D.DCSYGenetic programming for interpretable machine learning
Sekanina Lukáš, prof. Ing., Ph.D.DCSYGenetic programming utilizing machine learning
Malik Aamir Saeed, prof., Ph.D.DCSYAssessment of mental stress, anxiety and depression from analysis of brain signals
Burget Radek, doc. Ing., Ph.D.DIFSInteligentní získávání strukturovaných dat z elektronických dokumentů
Beran Vítězslav, doc. Ing., Ph.D.DCGMInteracting with collaborative robots in mixed reality
Homoliak Ivan, doc. Ing., Ph.D.DITSInteroperability of Blockchains
Smrž Pavel, doc. RNDr., Ph.D.DCGMConversational Agents Combining Structural Knowledge and Learning from Text
Hanáček Petr, doc. Dr. Ing.DITSCybersecurity aspects of the Internet of Things
Mrázek Vojtěch, Ing., Ph.D.DCSYLogic synthesis employing machine learning
Šimko Jakub, doc. Ing., PhD.DCGMMeasuring output quality of large language models
Smrž Pavel, doc. RNDr., Ph.D.DCGMMachine Learning Models that Reason
Herout Adam, prof. Ing., Ph.D.DCGMModern and non-traditional approaches to biometrics
Zemčík Pavel, prof. Dr. Ing., dr. h. c.DCGMModern Algorithms of Computer Graphics
Herout Adam, prof. Ing., Ph.D.DCGMModern Methods of Computer Vision
Malik Aamir Saeed, prof., Ph.D.DCSYMultimodal analysis for assessment of mental health
Jaroš Jiří, doc. Ing., Ph.D.DCSYUnconventional Wave Propagation Models
Zemčík Pavel, prof. Dr. Ing., dr. h. c.DCGMNon-Traditional Visal Computing Algorithms
Kompan Michal, doc. Ing., PhD.DCGMRecommender and adaptive web-based systems
Růžička Richard, doc. Ing., Ph.D., MBADCSYHardware Trojans Protection Using Digital Circuits Authentisation
Češka Milan, doc. RNDr., Ph.D.DITSPlanning under uncertainty using formal methods and reinforcement learning
Smrž Pavel, doc. RNDr., Ph.D.DCGMComputer-aided Creativity
Beran Vítězslav, doc. Ing., Ph.D.DCGMAdvanced user interfaces to reduce the mental load of the drone pilot
Zemčík Pavel, prof. Dr. Ing., dr. h. c.DCGMAdvanced algorithms of Video, Image, and Signal processing
Burget Radek, doc. Ing., Ph.D.DIFSPokročilé extrakce a vyhodnocování veřejných dat na webu
Burget Radek, doc. Ing., Ph.D.DIFSPokročilé metody simulace IoT systémů
Čadík Martin, doc. Ing., Ph.D.DCGMAdvanced Rendering Methods
Čadík Martin, doc. Ing., Ph.D.DCGMAdvanced Methods of Computational Photography
Matoušek Petr, doc. Ing., Ph.D., M.A.DIFSSharing Machine Learning Models IoC for Cyber Threats Mitigation
Šimko Jakub, doc. Ing., PhD.DCGMHuman-AI collaboration in dataset creation
Rozinajová Věra, Doc., Ph.D.DIFSScientific Machine Learning
Češka Milan, doc. RNDr., Ph.D.DITSSynthesis of probabilistic programs
Burget Lukáš, doc. Ing., Ph.D.DCGMMulti-Talker ASR System Leveraging Large Pre-Trained Models with Discrete Hidden Representations
Homoliak Ivan, doc. Ing., Ph.D.DITSScalable Elections and Electronic Voting based on Blockchains
Černocký Jan, prof. Dr. Ing.DCGMPerformance of voice deepfake detection by humans and machines
Herout Adam, prof. Ing., Ph.D.DCGMUser Experience and Modern User Interfaces
Smrž Pavel, doc. RNDr., Ph.D.DCGMEnergy-aware Embedded Inteligence
Janoušek Vladimír, doc. Ing., Ph.D.DITSMulti-level modeling and coordination of actions in holonic systems
Čadík Martin, doc. Ing., Ph.D.DCGMVisual Geo-Localization and Augmented Reality
Čadík Martin, doc. Ing., Ph.D.DCGMImage and video quality assessment
Meduna Alexandr, prof. RNDr., CSc.DIFSComputational Musicology: Theory, Models, Methods, and Applications
Smrž Pavel, doc. RNDr., Ph.D.DCGMExplainable Artificial Intelligence
Janoušek Vladimír, doc. Ing., Ph.D.DITSVyužití tekutých neuronových sítí v řízení systémů pracujících s asynchronními diskrétními událostmi a nepravidelně vzorkovanými senzorickými daty
Homoliak Ivan, doc. Ing., Ph.D.DITSZero-knowledge constructs in the context of system security and the public blockchains
Malik Aamir Saeed, prof., Ph.D.DCSYDevelopment of neuromarker(s) for assessment of alcohol addiction
Herout Adam, prof. Ing., Ph.D.DCGMResearch and advancement of the visualization and interaction technique Malleable Glyph
Šimko Marián, doc. Ing., Ph.D.DCGMImproving natural language processing
Bieliková Mária, prof. Ing., Ph.D.DCGMImproving performance of Large Language Models for downstream tasks
Matoušek Petr, doc. Ing., Ph.D., M.A.DIFSLog File Analysis using Machine Learning and Artificial Intelligence
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