György Dán

Professor of Teletraffic systems, Head of Department, Vice-director of third cycle education
Department of Network and Systems Engineering
School of Electrical Engineering and Computer Science
KTH Royal Institute of Technology
gyuri@kth.se,  +46-8-790 4253
"My research focuses on trustworthy autonomous systems:
algorithms and tools that help computing systems make the right decisions at the right time with the right use of resources."
We work on resource allocation and learning problems for performance, resilience and security risk management with applications in content distribution, critical infrastructures, autonomous systems, and mobile computation offloading. We develop and use methods in game-theory, stochastic modeling, distributed optimization, and learning.

Recent publications

See the publications page or research page for more details, or my Google Scholar profile for the most recent updates.

Bayesian Robust Cooperative Multi-Agent Reinforcement Learning Against Unknown Adversaries

K. Kazari and G. Dán

ICLR 2026

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NeuRO: Inference-time Profiling and Orchestration of ML Applications at the Edge

A. Javeed, V. Fodor and G. Dán

IEEE INFOCOM 2026

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Saliuitl: Ensemble Salience Guided Recovery of Adversarial Patches Against CNNs

M. Byrd Victorica, G. Dán and H. Sandberg

IEEE/CVF CVPR 2025

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Research areas

We are working on a range of problems in the areas of networked systems, adversarial machine leraning, cyber-physical systems security, edge computing, and trustworthy autonomous system.
Adversarial machine learning icon
Adversarial Machine Learning

Algorithms for detecting and mitigating attacks in autonomous systems

Edge Computing
Edge Computing

Resource management and pricing for beyond 5G mobile networks

Cyber-physical systems security
Cyber-physical systems security

Algorithms and solutions for vulnerability analysis, attack detection and mitigation in CPS

Intrusion detection
Intrusion detection

Learning and optimization for semi-autonomous threat detection and response

Content delivery systems
Content delivery systems

Analysis and optimiziation of content delivery systems

Cache networks icon
Caching

Design and optimization of cache networks

Current research projects

Our work is funded by the following research projects:
  • VR ROMANCE - Robust Multi-agent Reinforcement Learning in Adversarial Environments (2025-2029)
  • MAD-VAMCHS - Model-based and Data-driven VulnerabilityAssessment of and Mitigation for Cyber-Physical-Human Systems (2025-2028) (Co-PI, PI H. Sandberg)
  • VR DICE6G - Distributed MIMO with Intelligent Edge Computing Services enabling Energy- and Cost-efficient 6G Networks (2025-2028) (Co-PI, PI E. Björnsson)
  • VR REACT - Robust Active Learning for Semi-autonomous Intrusion Detection (2025-2028)
  • MSCA DN FINALITY - Safe Learning for Large scaLe Interconnected Systems (2025-2029)
  • WASP NEST DYNACON - DYNamic Attack detection and mitigation for seCure autONomy (2024-2029) (Co-PI, PI Henrik Sandberg)
  • VR Inside Ellipsoid Outside Sphere (IEOS) methodology for large-scale nonconvex optimization and pricing in power systems (2023-2026) (Co-PI, PI M.R. Hesamzadeh)
  • KTH Railway Group RailTrust - Trustworthy Autonomy for Railways (2022-2027)
  • SSF Resilient Stateful Serverless Computing at the Edge (2022 - 2026) (Co-PI, PI P. Carbone)
  • Vinnova Trustworthy Edge Computing Systems and Applications (TECoSA) (2020-2029) (Co-PI, PI M. Törngren)

Past research projects

  • Digital Futures CAVeAT - Connected Automated Vehicles trialling and Trustworthiness (2024-2025)
  • VR RESIST - Resilient Networked Systems in Adversarial Environments (2021 - 2024)
  • Digital Futures/Digital Transformation Institute CLAIRE - Causal Reasoning for Real-Time Attack Identification in Cyber-Physical Systems (2022-2024)
  • H2020 Rewire (2020 - 2024)
  • MSB Center for resilient critical Infrastructures (Cerces2) (2020-2024) (Co-PI, PI H. Sandberg)
  • SSF Cyber-Security for Learning and Control Systems (CLAS) (2018-2023) (Co-PI, PI A. Proutiere)
  • EIT Digital DataWallet: Privacy-preserving Personal Data Brokerage (2021-2022)
  • EIT Digital DataWallet: Privacy-preserving Personal Data Brokerage (2021-2022)
  • Digital Futures Susan's ride on Campus (2021-2023)
  • Smart Wayside Object Controller (SWOC, X2Rail-4) (2020-2022)
  • MSB Center for resilient critical Infrastructures (Cerces) (2015-2020)
  • VR Networked Systems with Predictable Performance (2015 - 2018)
  • EIT Digital EuroIDProxy: Identity and Attribute Brokerage (2020)
  • EIT Digital SOIAM: Security Orchestrated Identity and Access Management (2019)
  • EIT Digital SOC4CI: Security Operations Center for Critical Infrastructures (2017 - 2018)
  • H2020 Securing Critical Energy Infrastructures (SUCCESS) project (2016-2018)
  • SSF Mobile Data Analytics at the Network Edge (Modane) (2015 - 2017)
  • EIT Digital IntelliSec (2016)
  • EU FP7 FET GreenEyes (2012-2015)
  • VR Price of Selfishness in Networked Systems (2011-2013)
  • EU FP7 Viking (2008-2011)
  • EU FP7 OneLab2 (2008-2011)