Selected publications

2026

  • Michal Pietruszka, Lukasz Borchmann, Aleksander Jedrosz, Pawel Morawiecki: Can Models Help Us Create Better Models? Evaluating LLMs as Data Scientists. EACL 2026, 19th Conference of the European Chapter of the Association for Computational Linguistics. pdf

2025

  • Josef Pieprzyk, Marcin Pawlowski, Pawel Morawiecki, Arash Mahboubi, Jarek Duda, Seyit Camtepe: Pseudorandom bit generation with asymmetric numeral systems. Int. J. Inf. Sec. 24(2): 82 (2025) pdf

2024

  • Arash Mahboubi, Seyit Camtepe, Keyvan Ansari, Marcin Pawłowski, Paweł Morawiecki, Hamed Aboutorab, Josef Pieprzyk, Jarek Duda: Shared file protection against unauthorised encryption using a Buffer-Based Signature Verification Method. Journal of Information Security and Applications, Volume 86, 2024 pdf
  • Arash Mahboubi, Seyit Camtepe, Keyvan Ansari, Marcin Pawłowski, Paweł Morawiecki, Jarek Duda, Josef Pieprzyk: File System Shield (FSS): A Pass-Through Strategy Against Unwanted Encryption in Network File Systems. IWSEC 2024 pdf
  • Jan Dubiński, Antoni Kowalczuk, Stanisław Pawlak, Przemyslaw Rokita, Tomasz Trzciński, Paweł Morawiecki: Towards More Realistic Membership Inference Attacks on Large Diffusion Models. WACV 2024 pdf

2023

  • Josef Pieprzyk, Jarek Duda, Marcin Pawlowski, Seyit Camtepe, Arash Mahboubi, Pawel Morawiecki: The Compression Optimality of Asymmetric Numeral Systems. Entropy 25(4): 672 (2023) pdf
  • Pawel Morawiecki, Andrii Krutsylo, Maciej Wolczyk, Marek Smieja: Hebbian Continual Representation Learning. HICSS 2023: 1259-1268 pdf

2022

  • Seyit Camtepe, Jarek Duda, Arash Mahboubi, Pawel Morawiecki, Surya Nepal, Marcin Pawlowski, Josef Pieprzyk ANS-based compression and encryption with 128-bit security. Int. J. Inf. Sec. 21(5): 1051-1067 (2022) pdf
  • Andrii Krutsylo, Pawel Morawiecki: Diverse Memory for Experience Replay in Continual Learning. ESANN 2022 pdf
  • Maciej Wolczyk, Karol J. Piczak, Bartosz Wójcik, Lukasz Pustelnik, Pawel Morawiecki, Jacek Tabor, Tomasz Trzcinski, Przemyslaw Spurek: Continual Learning with Guarantees via Weight Interval Constraints. ICML 2022: 23897-23911 pdf

2021

  • Seyit Camtepe, Jarek Duda, Arash Mahboubi, Pawel Morawiecki, Surya Nepal, Marcin Pawlowski, Josef Pieprzyk: Compcrypt-Lightweight ANS-Based Compression and Encryption. IEEE Trans. Inf. Forensics Secur. 16: 3859-3873 (2021) pdf
  • Bartosz Wójcik, Pawel Morawiecki, Marek Smieja, Tomasz Krzyzek, Przemyslaw Spurek, Jacek Tabor: Adversarial Examples Detection and Analysis with Layer-wise Autoencoders. ICTAI 2021: 1322-1326 pdf

2020

  • Pawel Morawiecki, Przemyslaw Spurek, Marek Smieja, Jacek Tabor: Fast and Stable Interval Bounds Propagation for Training Verifiably Robust Models. ESANN 2020: 55-60 pdf

2019

  • Ashutosh Dhar Dwivedi, Pawel Morawiecki, Gautam Srivastava: Differential Cryptanalysis of Round-Reduced SPECK Suitable for Internet of Things Devices. IEEE Access 7: 16476-16486 (2019) pdf
  • Pawel Morawiecki: Malicious SHA-3. Fundam. Informaticae 169(4): 331-343 (2019) pdf

2018

  • Ashutosh Dhar Dwivedi, Pawel Morawiecki, Rajani Singh, Shalini Dhar: Differential-linear and related key cryptanalysis of round-reduced scream. Inf. Process. Lett. 136: 5-8 (2018) pdf
  • Bartlomiej Niton, Pawel Morawiecki, Maciej Ogrodniczuk: Deep Neural Networks for Coreference Resolution for Polish. LREC 2018 pdf

2017

  • Pawel Morawiecki: Practical attacks on the round-reduced PRINCE. IET Inf. Secur. 11(3): 146-151 (2017) pdf
  • Ashutosh Dhar Dwivedi, Milos Kloucek, Pawel Morawiecki, Ivica Nikolic, Josef Pieprzyk, Sebastian Wójtowicz: SAT-based Cryptanalysis of Authenticated Ciphers from the CAESAR Competition. SECRYPT 2017: 237-246 pdf
  • Ashutosh Dhar Dwivedi, Pawel Morawiecki, Sebastian Wójtowicz: Differential and Rotational Cryptanalysis of Round-reduced MORUS. SECRYPT 2017: 275-284 pdf
  • Ashutosh Dhar Dwivedi, Pawel Morawiecki, Sebastian Wójtowicz: Differential-linear and Impossible Differential Cryptanalysis of Round-reduced Scream. SECRYPT 2017: 501-506 pdf

2015

  • Itai Dinur, Pawel Morawiecki, Josef Pieprzyk, Marian Srebrny, Michal Straus: Cube Attacks and Cube-Attack-Like Cryptanalysis on the Round-Reduced Keccak Sponge Function. EUROCRYPT (1) 2015: 733-761 pdf

2014

  • Pawel Morawiecki, Kris Gaj, Ekawat Homsirikamol, Krystian Matusiewicz, Josef Pieprzyk, Marcin Rogawski, Marian Srebrny, Marcin Wójcik: ICEPOLE: High-Speed, Hardware-Oriented Authenticated Encryption. CHES 2014: 392-413 pdf

2013

  • Pawel Morawiecki, Marian Srebrny: A SAT-based preimage analysis of reduced Keccak hash functions. Inf. Process. Lett. 113(10-11): 392-397 (2013) pdf
  • Pawel Morawiecki, Josef Pieprzyk, Marian Srebrny: Rotational Cryptanalysis of Round-Reduced Keccak. FSE 2013: 241-262 pdf

2012

  • Ekawat Homsirikamol, Pawel Morawiecki, Marcin Rogawski, Marian Srebrny: Security Margin Evaluation of SHA-3 Contest Finalists through SAT-Based Attacks. CISIM 2012: 56-67 pdf