Publications

Towards personalized language models: significant advancements at the cost of emerging risks

Mateusz Gniewkowski, Paweł T Walkowiak, Marek Klonowski, Tomasz Walkowiak, Piotr Syga

European Conference, ECML PKDD 2026, Naples, Italy, September 7-11, Proceedings, Part VII · 2027

From supra to sub: a hierarchical margin-based approach for audio deepfake source tracing

Dawid T. Wolkiewicz, Piotr Syga

2026

Rethinking the Evaluation of Alignment Methods: Insights into Diversity, Generalisation, and Safety

Denis P. Janiak, Julia A Moska, Dawid Motyka, Paweł T Walkowiak, Arkadiusz Janz, Karolina Seweryn, Bartosz Żuk

The 19th Conference of the European Chapter of the Association for Computational Linguistics · 2026

Faceparts: segmentation and editing of gaussian splatting avatars

Tymoteusz Zapała, Julia Farganus, Dominik Galus, Mikołaj Czachorowski, Piotr Syga, Przemysław Spurek

ICCCI 2026 · 2027

Enhancing Speaker Verification with Whispered Speech via Post-Processing

Magdalena Gołębiowska, Piotr Syga

ACIIDS 2026 · 2026

From chatbot to validator

Aleksandra D Kawala-Sterniuk, Mariusz Pelc, Michał Podpora, Marek Baranowski, Piotr Rogala, Piotr Kawa, Paweł Piróg, Anna Romaniewska, Wojciech Rogala

ICAART 2026 · 2026

Lightweight models and representations for efficient and robust video copy detection

Katarzyna Fojcik

IEEE Supervised by Marek Klonowski and Piotr Syga · 2026

Initial Study on Mental Disease Detection System Using Welch Transform and Machine Learning-Based Methods

Mariusz Pelc, Kamil Adamczewski, Katarzyna M Białas, Rafał Chałupnik, Dawid Krutul, Dawid T Wolkiewicz, Aleksandra D Kawala-Sterniuk, Magda Żołubak, Dariusz Mikołajewski, Adrian Luckiewicz, Mateusz Koryciński, Waldemar Karwowski

Applied Sciences · 2026

Efficient logic gate networks for video copy detection

Katarzyna Fojcik

ACIIDS 2026 · 2026

Probabilistic counters for privacy preserving data aggregation

Dominik D. Bojko, Krzysztof Grining, Marek Klonowski

Discrete Mathematics and Theoretical Computer Science · 2026

LILogic Net: compact logic gate networks with learnable connectivity for efficient hardware deployment

Katarzyna Fojcik, Renaldas Zioma, Jogundas Armaitis

2026

Performance and Efficiency Analysis of Classifiers for Sentiment and Emotion Detection

Dawid Krutul, Maciej Wizerkaniuk, Dawid A Kopeć, Piotr Syga, Dawid T Wolkiewicz, Mariusz Pelc, Aleksandra D Kawala-Sterniuk, Mateusz Koryciński, Adrian Luckiewicz

2026

WSSSP-Net: Weakly supervised semantic segmentation plugin network for face anti-spoofing

Krzysztof J. Galus, Piotr Syga, Piotr Kawa

2026 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2026, Tucson, Arizona, USA, 6-10 March 2026 · 2026

Extremely compact video representation for efficient near-duplicates detection

Katarzyna Fojcik, Piotr Syga, Marek Klonowski

Pattern Recognition · 2025

GAMER-Pong: game adjustment by monitoring emotional response

Magdalena Gołębiowska, Piotr Syga

ACIIDS 2025 · 2025

Energy efficient adversarial routing in shared channels

Ilya Hradovich, Marek Klonowski, Bogdan S. Chlebus, Tomasz Jurdziński, Dariusz R Kowalski

ACM Transactions on Parallel Computing · 2025

Replay attacks against audio deepfake detection

Piotr Kawa, Nicolas M. Müller, Wei Herng Choong, Adriana Stan, Aditya Tirumala Bukkapatnam, Karla Pizzi, Alexander Wagner, Philip Sperl

International Speech Communication Association · 2025

Counteracting temporal attacks in video copy detection

Katarzyna Fojcik, Piotr Syga

ACIIDS 2025 · 2025

An empirical assessment of LLM-based approaches to malicious webpage detection

Gracjan Mak, Mateusz Gniewkowski, Paweł T Walkowiak, Arkadiusz Janz

ICCS 2025 · 2025

Are audio DeepFake detection models polyglots?

Bartłomiej M. Marek, Piotr Kawa, Piotr Syga

5th Symposium on Security and Privacy in Speech Communication, Delft, The Netherlands, 16 August 2025 · 2025