Comparison of wavelet thresholding methods for industrial data compression. - Anna Sztyber; Marcin Pobocha (IDAACS, 2015)

Graph of a Process - A New Tool for Finding Model Structures in a Model-Based Diagnosis. - Anna Sztyber; Andrzej Ostasz; Jan Maciej Kóscielny (IEEE Trans. Syst. Man Cybern. Syst., 2015)

Diagnostic reasoning framework combining fuzzy logic and dempster-shafer theory. - Anna Sztyber; Jan Maciej Kóscielny (ICPHM, 2016)

Fault isolability with different forms of the faults-symptoms relation. - Jan Maciej Kóscielny; Michal Syfert; Kornel Rostek; Anna Sztyber (Int. J. Appl. Math. Comput. Sci., 2016)

Sensors of Single Faults - Remarks on Measurements in Diagnosis of Industrial Processes. - Jan Maciej Kóscielny; Anna Sztyber (DPS, 2017)

Flood Risk Assessment Expert System - Is It a Problem for Fault Diagnosis? - Anna Sztyber; Brian Brisco; Terry Pultz; Marek Zaremba (DPS, 2017)

Graph description of the process and its applications. - Jan Maciej Kóscielny; Anna Sztyber; Michal Syfert (KKA, 2017)

Predicting winrate of Hearthstone decks using their archetypes. - Anna Sztyber; Jan Betley; Adam Witkowski (FedCSIS, 2018)

Analysis of Applicability of Deep Learning Methods in Compressor Fault Diagnosis. - Anna Sztyber; Lukasz Chechlinski; Michal Syfert; Pawel Wnuk; Piotr Lipnicki; Daniel Lewandowski (DX, 2018)

Inteligent IoTSP - Implementation of Embedded ML AI Tensorflow Algorithms on the NVIDIA Jetson Tx Chip. - Piotr Lipnicki; Daniel Lewandowski; Michal Syfert; Anna Sztyber; Pawel Wnuk (FiCloud, 2019)

Process Decomposition and Test Selection for Distributed Fault Diagnosis. - Elodie Chanthery; Anna Sztyber; Louise Travé-Massuyès; Carlos Gustavo Pérez-Zuñiga (IEA/AIE, 2020)

Diagnosing with a hybrid fuzzy-Bayesian inference approach. - Jan Maciej Kóscielny; Michal Bartys; Anna Sztyber (Eng. Appl. Artif. Intell., 2021)

Controller Modelling as a Tool for Cyber-Attacks Detection. - Anna Sztyber; Zuzanna Górecka; Jan Maciej Kóscielny; Michal Syfert (DPS, 2022)

A Graph Theory-Based Approach to the Description of the Process and the Diagnostic System. - Jan Maciej Kóscielny; Michal Bartys; Michal Syfert; Anna Sztyber (Int. J. Appl. Math. Comput. Sci., 2022)

BridgeHand2Vec Bridge Hand Representation. - Anna Sztyber-Betley; Filip Kolodziej; Piotr Duszak (ECAI, 2023)

Day Ahead Electricity Price Forecasting with Neural Networks - One or Multiple Outputs? - Wojciech Kulinski; Anna Sztyber-Betley (MIDI, 2023)

BridgeHand2Vec Bridge Hand Representation. - Anna Sztyber-Betley; Filip Kolodziej; Jan Betley; Piotr Duszak (CoRR, 2023)

Controller Cyber-Attack Detection and Isolation. - Anna Sztyber-Betley; Michal Syfert; Jan Maciej Kóscielny; Zuzanna Górecka (Sensors, 2023)

Using Multi-Modal LLMs to Create Models for Fault Diagnosis (Short Paper). - Silke Merkelbach; Alexander Diedrich; Anna Sztyber-Betley; Louise Travé-Massuyès; Elodie Chanthery; Oliver Niggemann; Roman Dumitrescu (DX, 2024)

Tell me about yourself: LLMs are aware of their learned behaviors. - Jan Betley; Xuchan Bao; Martín Soto; Anna Sztyber-Betley; James Chua; Owain Evans (ICLR, 2025)

Emergent Misalignment: Narrow finetuning can produce broadly misaligned LLMs. - Jan Betley; Daniel Tan; Niels Warncke; Anna Sztyber-Betley; Xuchan Bao; Martín Soto; Nathan Labenz; Owain Evans (CoRR, 2025)

Diagnosis test selection for distributed systems under communication and privacy constraints. - Anna Sztyber-Betley; Elodie Chanthery; Louise Travé-Massuyès; Gustavo Pérez-Zuñiga (Appl. Intell., 2025)

Subliminal Learning: Language models transmit behavioral traits via hidden signals in data. - Alex Cloud; Minh Le; James Chua; Jan Betley; Anna Sztyber-Betley; Jacob Hilton; Samuel Marks; Owain Evans (CoRR, 2025)