Academic Activity

Research Collaborations

• KTH · Unite.WIDENING

  Within Unite.WIDENING, I collaborate with Prof. Panos Papadimitratos at KTH Royal Institute of Technology, who co-supervises my PhD student Krzysztof Tałałaj.

  • Secure machine learning: joint research on security and privacy in learning-based systems.
  • Privacy-preserving reconstruction: design and evaluation of methods for reconstructing vehicle data and system states.
  • Joint development: prototype implementations and co-authored publications on connected and autonomous vehicle security.

• Trafikverket · Transport security

  I collaborate with Dr Hannes Salin, CTO Lead for Software Engineering at Trafikverket (Swedish Transport Administration).

  • Cryptography and trusted hardware: joint design and prototyping of secure computation protocols for untrusted devices and multi-vendor systems with hardware security modules (HSMs).
  • Transport security: joint development of post-accident reconstruction methods for black-box data and system states from partial vehicle and roadside observations, in cooperation with KTH.

  Dr Salin completed his PhD under my supervision.

• Clermont Auvergne · PWr Mathematics

  With Dr Andrzej Stos (Laboratoire de Mathématiques Blaise Pascal, Université Clermont Auvergne) and Prof. Tadeusz Kulczycki (PWr, Faculty of Pure and Applied Mathematics), I conduct joint research on machine-learning security:

  • Model security and verification: methods for assessing the integrity of models subject to malicious modifications.
  • Backdoor detection: analysis and detection of trigger-activated malicious behaviour in machine-learning models.

• Ben-Gurion University · Cryptography

  I collaborate with Prof. Shlomi Dolev at Ben-Gurion University.

  • Vehicular networks: secure vehicle-to-vehicle communication and authentication, with public keys bound to vehicle attributes.
  • Relay-resistant authentication: combining cryptographic protocols with physical verification, including optical physically unclonable functions (PUFs).
  • Lightweight cryptography: security and performance of one-way function candidates.