Anna Sztyber

AutoResearch Lite: a reproducible paper-inspired experiment runner (Adam mechanism reproduction and convergence-speed comparison)
Antoni Rogowski, Anna Sztyber
2026DROPS (Schloss Dagstuhl – Leibniz Center for Informatics)46K citations Open access
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A benchmark of expert-level academic questions to assess AI capabilities
Long Phan, Alice Gatti, Nathaniel Li, Adam Khoja +96 more
2026Nature61 citations Open access
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Training large language models on narrow tasks can lead to broad misalignment
Jan Betley, Niels Warncke, Anna Sztyber, Daniel C. H. Tan +5 more
2026Nature30 citations Open access
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Fault isolability with different forms of the faults–symptoms relation
Jan Maciej Kościelny, Michał Syfert, Kornel Rostek, Anna Sztyber
2016International Journal of Applied Mathematics and Computer Science26 citations Open access
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Graph of a Process—A New Tool for Finding Model Structures in a Model-Based Diagnosis
Anna Sztyber, Andrzej Ostasz, Jan Maciej Kościelny
2015IEEE Transactions on Systems Man and Cybernetics Systems20 citations
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Diagnosing with a hybrid fuzzy–Bayesian inference approach
Jan Maciej Kościelny, Michał Z. Bartyś, Anna Sztyber
2021Engineering Applications of Artificial Intelligence17 citations
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Language models transmit behavioural traits through hidden signals in data
Alex Cloud, Minh Le, James Chua, Jan Betley +5 more
2026Nature9 citations Open access
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Process Decomposition and Test Selection for Distributed Fault Diagnosis
Élodie Chanthery, Anna Sztyber, Louise Travé-Massuyès, Gustavo Pérez-Zúñiga
2020Lecture notes in computer science9 citations
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Controller Cyber-Attack Detection and Isolation
Anna Sztyber, Michał Syfert, Jan Maciej Kościelny, Zuzanna Górecka
2023Sensors8 citations Open access
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Decomposition of Complex Diagnostic Systems
Jan Maciej Kościelny, Anna Sztyber
2018IFAC-PapersOnLine8 citations Open access
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Subliminal Learning: Language models transmit behavioral traits via hidden signals in data
Alex Cloud, Le, Minh, James Chua, Betley, Jan +4 more
2025arXiv (Cornell University)4 citations Open access
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A graph theory-based approach to the description of the process and the diagnostic system
Jan Maciej Kościelny, Michał Z. Bartyś, Michał Syfert, Anna Sztyber
2022International Journal of Applied Mathematics and Computer Science4 citations Open access
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Predicting winrate of Hearthstone decks using their archetypes
Anna Sztyber, Jan Betley, Adam Witkowski
2018Annals of Computer Science and Information Systems4 citations Open access
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Sensor Placement for Fault Diagnosis Using Graph of a Process
Anna Sztyber
2017Journal of Physics Conference Series4 citations Open access
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Analysis of Usefulness of a Fuzzy Transform for Industrial Data Compression
Anna Sztyber
2014Journal of Physics Conference Series4 citations Open access
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A fault diagnosis benchmark of technical systems with incomplete data — six solutions
Daniel Jung, Erik Frisk, Mattias Krysander, Anna Sztyber +22 more
2025Control Engineering Practice3 citations Open access
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Diagnostic reasoning framework combining fuzzy logic and dempster-shafer theory
Anna Sztyber, Jan Maciej Kościelny
2016IEEE Conference on Prognostics and Health Management3 citations
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Weird Generalization and Inductive Backdoors: New Ways to Corrupt LLMs
Jan Betley, Jorio Cocola, Feng, Dylan, James Chua +3 more
2025arXiv (Cornell University)2 citations Open access
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Definitions and comprehensive assessment of fault isolability in expert-based diagnostic systems
Jan Maciej Kościelny, Anna Sztyber
2025Mechanical Systems and Signal Processing2 citations Open access
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Tell me about yourself: LLMs are aware of their learned behaviors
Betley, Jan, Xuchan Bao, Martín Soto, Anna Sztyber +2 more
2025arXiv (Cornell University)2 citations Open access
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Controller Modelling as a Tool for Cyber-Attacks Detection
Anna Sztyber, Zuzanna Górecka, Jan Maciej Kościelny, Michał Syfert
2022Lecture notes in networks and systems2 citations
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Graph description of the process and its applications
Jan Maciej Kościelny, Anna Sztyber, Michał Syfert
2017Advances in intelligent systems and computing2 citations
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BridgeHand2Vec Bridge Hand Representation
Anna Sztyber, Filip Kołodziej, Jan Betley, Piotr Duszak
2023Frontiers in artificial intelligence and applications1 citations Open access
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Benchmark for Fault Diagnosis of Water Distribution Network
Anna Sztyber, Élodie Chanthery, Louise Travé-Massuyès
2023HAL (Le Centre pour la Communication Scientifique Directe)1 citations Open access
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Water network benchmarks for structural analysis algorithms in fault diagnosis
Anna Sztyber, Élodie Chanthery, Louise Travé-Massuyès, Gustavo Pérez-Zúñiga
2022HAL (Le Centre pour la Communication Scientifique Directe)1 citations
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Inteligent IoTSP - Implementation of Embedded ML AI Tensorflow Algorithms on the NVIDIA Jetson Tx Chip
Piotr Lipnicki, Daniel Lewandowski, Michał Syfert, Anna Sztyber +1 more
2019International Conference on Future Internet of Things and Cloud (FiCloud)1 citations
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Analysis of Applicability of Deep Learning Methods in Compressor Fault Diagnosis.
Anna Sztyber, Łukasz Chechliński, Michał Syfert, Paweł Wnuk +2 more
20181 citations
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Sensors of Single Faults - Remarks on Measurements in Diagnosis of Industrial Processes
Jan Maciej Kościelny, Anna Sztyber
2017Advances in intelligent systems and computing1 citations
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Flood Risk Assessment Expert System - Is It a Problem for Fault Diagnosis?
Anna Sztyber, Brian Brisco, Terry J. Pultz, Marek B. Zaremba
2017Advances in intelligent systems and computing1 citations
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Comparison of wavelet thresholding methods for industrial data compression
Anna Sztyber, Marcin Pobocha
2015IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)1 citations
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Beyond Owls: Subliminal Learning Can Transfer Learned Capabilities and Backdoors
Jan Dubiński, Anna Sztyber, Jan Betley, Owain Evans
2026arXiv (Cornell University)0 citations Open access
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Value Leakage: An LLM's Answers Are Silently Shaped by Its Own Values
Jan Betley, Johannes Treutlein, Jan Dubiński, Harry Mayne +4 more
2026arXiv (Cornell University)0 citations Open access
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Conditional misalignment: common interventions can hide emergent misalignment behind contextual triggers
Jan Dubiński, Jan Betley, Anna Sztyber, Daniel Tan +1 more
2026arXiv (Cornell University)0 citations Open access
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A benchmark of expert-level academic questions to assess AI capabilities
Center for AI Safety, Phan, Long, Dan Hendrycks, Haoran Zhao +96 more
2026RWTH Publications (RWTH Aachen)0 citations
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Comparison of circular and rectangular bounding boxes for apple detection in orchards
Przemysław Maliszewski, Anna Sztyber
2025Lecture notes in networks and systems0 citations
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Diagnosis test selection for distributed systems under communication and privacy constraints
Anna Sztyber, Élodie Chanthery, Louise Travé-Massuyès, Gustavo Pérez-Zúñiga
2025Applied Intelligence0 citations
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Are Diagnostic Concepts Within the Reach of LLMs?
Anna Sztyber, Élodie Chanthery, Louise Travé-Massuyès, Silke Merkelbach +5 more
2025INRIA a CCSD electronic archive server0 citations Open access
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The Model of Ongoing Diagnosis of Process Faults and Detection of Cybernetic Attacks for a Steam Line
Michał Syfert, Paweł Wnuk, Anna Sztyber, Marcin Pobocha
2024Acta Physica Polonica A0 citations Open access
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Day Ahead Electricity Price Forecasting with Neural Networks - One or Multiple Outputs?
Wojciech Kuliński, Anna Sztyber
2024Lecture notes in networks and systems0 citations
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Challenges for Model-Based Diagnosis
Merkelbach, Silke, Diedrich, Alexander, Anna Sztyber, Louise Travé-Massuyès +3 more
2024HAL (Le Centre pour la Communication Scientifique Directe)0 citations Open access
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L-TOWN simulated measurement without faults or cyber-attacks for scenarios with masking
Anna Sztyber
2023Zenodo (CERN European Organization for Nuclear Research)0 citations Open access
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Algorytmy i oprogramowanie do nadzoru obwodów regulacji
Anna Sztyber, Jan Maciej, Robotyki Politechniki Warszawskiej
2010Pomiary, Automatyka, Robotyka0 citations
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Most-cited papers