Beyond Speculation: Measuring the Growing Presence of Large Language Model-Generated Texts in Multilingual Disinformation.

Dominik Macko https://orcid.org/0000-0002-8235-2004 https://www.wikidata.org/entity/Q91282615

Dominik Macko Aashish Anantha Ramakrishnan Jason Samuel Lucas Róbert Móro Ivan Srba Adaku Uchendu Dongwon Lee 0001 Beyond Speculation: Measuring the Growing Presence of Large Language Model-Generated Texts in Multilingual Disinformation. 2026 February 93-100 59 Computer 2 https://doi.org/10.1109/MC.2025.3592765 db/journals/computer/computer59.html#MackoRLMSUL26 streams/journals/computer

Dominik Macko Evaluation of Multilingual LLMs Personalized Text Generation Capabilities Targeting Groups and Social-Media Platforms. 2026 January abs/2601.03752 CoRR https://doi.org/10.48550/arXiv.2601.03752 db/journals/corr/corr2601.html#abs-2601-03752 streams/journals/corr

Jason Samuel Lucas Matt Murtagh-White Adaku Uchendu Ali Al-Lawati Michiharu Yamashita Dominik Macko Ivan Srba Róbert Móro Dongwon Lee 0001 BLUFF: Benchmarking the Detection of False and Synthetic Content across 58 Low-Resource Languages. 2026 March abs/2603.00634 CoRR https://doi.org/10.48550/arXiv.2603.00634 db/journals/corr/corr2603.html#abs-2603-00634 streams/journals/corr

Adam Skurla Dominik Macko Jakub Simko Interpretable Predictability-Based AI Text Detection: A Replication Study. 2026 March abs/2603.15034 CoRR https://doi.org/10.48550/arXiv.2603.15034 db/journals/corr/corr2603.html#abs-2603-15034 streams/journals/corr

Dominik Macko Jakub Kopal Róbert Móro Ivan Srba MultiSocial: Multilingual Benchmark of Machine-Generated Text Detection of Social-Media Texts. 727-752 2025 ACL (1) https://doi.org/10.18653/v1/2025.acl-long.36 https://aclanthology.org/2025.acl-long.36/ conf/acl/2025-1 db/conf/acl/acl2025-1.html#MackoKMS25 Aneta Zugecova Dominik Macko Ivan Srba Róbert Móro Jakub Kopál Katarina Marcincinova Matús Mesarcík Evaluation of LLM Vulnerabilities to Being Misused for Personalized Disinformation Generation. 780-797 2025 ACL (1) https://aclanthology.org/2025.acl-long.38/ conf/acl/2025-1 db/conf/acl/acl2025-1.html#ZugecovaMSMKMM25 Dominik Macko mdok of KInIT: Robustly Fine-tuned LLM for Binary and Multiclass AI-Generated Text Detection. 3819-3826 2025 CLEF (Working Notes) https://ceur-ws.org/Vol-4038/paper_307.pdf conf/clef/2025w db/conf/clef/clef2025w.html#Macko25 streams/conf/clef

Dominik Macko Róbert Móro Ivan Srba Increasing the Robustness of the Fine-tuned Multilingual Machine-Generated Text Detectors. 2025 March abs/2503.15128 CoRR https://doi.org/10.48550/arXiv.2503.15128 db/journals/corr/corr2503.html#abs-2503-15128 streams/journals/corr

Dominik Macko Aashish Anantha Ramakrishnan Jason Samuel Lucas Róbert Móro Ivan Srba Adaku Uchendu Dongwon Lee 0001 Beyond speculation: Measuring the growing presence of LLM-generated texts in multilingual disinformation. 2025 March abs/2503.23242 CoRR https://doi.org/10.48550/arXiv.2503.23242 db/journals/corr/corr2503.html#abs-2503-23242 streams/journals/corr

Dominik Macko mdok of KInIT: Robustly Fine-tuned LLM for Binary and Multiclass AI-Generated Text Detection. 2025 June abs/2506.01702 CoRR https://doi.org/10.48550/arXiv.2506.01702 db/journals/corr/corr2506.html#abs-2506-01702 streams/journals/corr

Lucio La Cava Dominik Macko Róbert Móro Ivan Srba Andrea Tagarelli Authorship Attribution in Multilingual Machine-Generated Texts. 2025 August abs/2508.01656 CoRR https://doi.org/10.48550/arXiv.2508.01656 db/journals/corr/corr2508.html#abs-2508-01656 streams/journals/corr

Dominik Macko Andrew Pulver PerQ: Efficient Evaluation of Multilingual Text Personalization Quality. 2025 September abs/2509.25903 CoRR https://doi.org/10.48550/arXiv.2509.25903 db/journals/corr/corr2509.html#abs-2509-25903 streams/journals/corr

Dominik Macko Jakub Kopal CEAID: Benchmark of Multilingual Machine-Generated Text Detection Methods for Central European Languages. 2025 September abs/2509.26051 CoRR https://doi.org/10.48550/arXiv.2509.26051 db/journals/corr/corr2509.html#abs-2509-26051 streams/journals/corr

Michal Spiegel Dominik Macko IMGTB: A Framework for Machine-Generated Text Detection Benchmarking. 172-179 2024 ACL (3) https://doi.org/10.18653/v1/2024.acl-demos.17 conf/acl/2024-3 db/conf/acl/acl2024-3.html#SpiegelM24 Nafis Irtiza Tripto Saranya Venkatraman Dominik Macko Róbert Móro Ivan Srba Adaku Uchendu Thai Le Dongwon Lee 0001 A Ship of Theseus: Curious Cases of Paraphrasing in LLM-Generated Texts. 6608-6625 2024 ACL (1) https://doi.org/10.18653/v1/2024.acl-long.357 https://aclanthology.org/2024.acl-long.357 conf/acl/2024-1 db/conf/acl/acl2024-1.html#TriptoVMMSUL024 Ivan Vykopal Matús Pikuliak Ivan Srba Róbert Móro Dominik Macko Mária Bieliková Disinformation Capabilities of Large Language Models. 14830-14847 2024 ACL (1) https://doi.org/10.18653/v1/2024.acl-long.793 https://aclanthology.org/2024.acl-long.793 conf/acl/2024-1 db/conf/acl/acl2024-1.html#VykopalPSMMB24 Dominik Macko Róbert Móro Adaku Uchendu Ivan Srba Jason Samuel Lucas Michiharu Yamashita Nafis Irtiza Tripto Dongwon Lee 0001 Jakub Simko Mária Bieliková Authorship Obfuscation in Multilingual Machine-Generated Text Detection. 6348-6368 2024 EMNLP (Findings) https://doi.org/10.18653/v1/2024.findings-emnlp.369 https://aclanthology.org/2024.findings-emnlp.369 conf/emnlp/2024f db/conf/emnlp/emnlp2024f.html#MackoMUSLYT0SB24 Michal Spiegel Dominik Macko KInIT at SemEval-2024 Task 8: Fine-tuned LLMs for Multilingual Machine-Generated Text Detection. 558-564 2024 SemEval@NAACL https://doi.org/10.18653/v1/2024.semeval-1.84 conf/semeval/2024 db/conf/semeval/semeval2024.html#SpiegelM24 streams/conf/semeval Dominik Macko Róbert Móro Adaku Uchendu Ivan Srba Jason Samuel Lucas Michiharu Yamashita Nafis Irtiza Tripto Dongwon Lee 0001 Jakub Simko Mária Bieliková MULTITuDEv2. 2024 September https://doi.org/10.5281/zenodo.13846588 Zenodo streams/repo/zenodo data/11/MackoMULYPSLLSB23a

Dominik Macko Róbert Móro Adaku Uchendu Ivan Srba Jason Samuel Lucas Michiharu Yamashita Nafis Irtiza Tripto Dongwon Lee 0001 Jakub Simko Mária Bieliková Authorship Obfuscation in Multilingual Machine-Generated Text Detection. 2024 abs/2401.07867 CoRR https://doi.org/10.48550/arXiv.2401.07867 db/journals/corr/corr2401.html#abs-2401-07867

Michal Spiegel Dominik Macko KInIT at SemEval-2024 Task 8: Fine-tuned LLMs for Multilingual Machine-Generated Text Detection. 2024 abs/2402.13671 CoRR https://doi.org/10.48550/arXiv.2402.13671 db/journals/corr/corr2402.html#abs-2402-13671

Dominik Macko Jakub Kopal Róbert Móro Ivan Srba MultiSocial: Multilingual Benchmark of Machine-Generated Text Detection of Social-Media Texts. 2024 abs/2406.12549 CoRR https://doi.org/10.48550/arXiv.2406.12549 db/journals/corr/corr2406.html#abs-2406-12549

Aneta Zugecova Dominik Macko Ivan Srba Róbert Móro Jakub Kopal Katarina Marcincinova Matús Mesarcík Evaluation of LLM Vulnerabilities to Being Misused for Personalized Disinformation Generation. 2024 abs/2412.13666 CoRR https://doi.org/10.48550/arXiv.2412.13666 db/journals/corr/corr2412.html#abs-2412-13666 streams/journals/corr

Dominik Macko Róbert Móro Adaku Uchendu Jason Samuel Lucas Michiharu Yamashita Matús Pikuliak Ivan Srba Thai Le Dongwon Lee 0001 Jakub Simko Mária Bieliková MULTITuDE: Large-Scale Multilingual Machine-Generated Text Detection Benchmark. 9960-9987 2023 EMNLP https://doi.org/10.18653/v1/2023.emnlp-main.616 https://aclanthology.org/2023.emnlp-main.616 conf/emnlp/2023 db/conf/emnlp/emnlp2023.html#MackoMULYPSL0SB23 Dominik Macko Róbert Móro Adaku Uchendu Jason Samuel Lucas Michiharu Yamashita Matús Pikuliak Ivan Srba Thai Le Dongwon Lee 0001 Jakub Simko Mária Bieliková MULTITuDE. 2023 October https://doi.org/10.5281/zenodo.10013755 Zenodo streams/repo/zenodo data/11/MackoMULYPSLLSB23a

Dominik Macko Patrik Goldschmidt Peter Pistek Daniela Chudá Assessing the Impact of a Supervised Classification Filter on Flow-based Hybrid Network Anomaly Detection. 2023 abs/2310.06656 CoRR https://doi.org/10.48550/arXiv.2310.06656 db/journals/corr/corr2310.html#abs-2310-06656

Nafis Irtiza Tripto Saranya Venkatraman Dominik Macko Róbert Móro Ivan Srba Adaku Uchendu Thai Le Dongwon Lee 0001 A Ship of Theseus: Curious Cases of Paraphrasing in LLM-Generated Texts. 2023 abs/2311.08374 CoRR https://doi.org/10.48550/arXiv.2311.08374 db/journals/corr/corr2311.html#abs-2311-08374

Ivan Vykopal Matús Pikuliak Ivan Srba Róbert Móro Dominik Macko Mária Bieliková Disinformation Capabilities of Large Language Models. 2023 abs/2311.08838 CoRR https://doi.org/10.48550/arXiv.2311.08838 db/journals/corr/corr2311.html#abs-2311-08838

Michal Spiegel Dominik Macko IMGTB: A Framework for Machine-Generated Text Detection Benchmarking. 2023 abs/2311.12574 CoRR https://doi.org/10.48550/arXiv.2311.12574 db/journals/corr/corr2311.html#abs-2311-12574

Adam Janovsky Davide Maiorca Dominik Macko Vashek Matyas Giorgio Giacinto Explaining the Use of Cryptographic API in Android Malware. 69-97 2022 ICSBT/SECRYPT (Revised Selected Papers) https://doi.org/10.1007/978-3-031-45137-9_4 conf/icsbt/2022s db/conf/icsbt/icsbt2022s.html#JanovskyMMMG22 Adam Janovsky Davide Maiorca Dominik Macko Vashek Matyas Giorgio Giacinto A Longitudinal Study of Cryptographic API: A Decade of Android Malware. 121-133 2022 SECRYPT https://doi.org/10.5220/0011265300003283 conf/secrypt/2022 db/conf/secrypt/secrypt2022.html#JanovskyMMMG22 Peter Kanuch Dominik Macko Ladislav Hudec S-HIP: Simplified HIP Protocol for IoT Networks. 74-78 2022 TSP https://doi.org/10.1109/TSP55681.2022.9851315 conf/tsp/2022 db/conf/tsp/tsp2022.html#KanuchMH22

Adam Janovsky Davide Maiorca Dominik Macko Vashek Matyas Giorgio Giacinto A Longitudinal Study of Cryptographic API - a Decade of Android Malware. 2022 abs/2205.05573 CoRR https://doi.org/10.48550/arXiv.2205.05573 db/journals/corr/corr2205.html#abs-2205-05573

Matej Groma Dominik Macko Simplified introduction of power intent into a register-transfer level model. 297-324 2021 25 Des. Autom. Embed. Syst. 4 https://doi.org/10.1007/s10617-021-09254-w db/journals/dafes/dafes25.html#GromaM21

Michal Skuta Dominik Macko Katarína Jelemenská Automation of Dynamic Power Management in FPGA-Based Energy-Constrained Systems. 165894-165903 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.3022955 db/journals/access/access8.html#SkutaMJ20

Peter Kanuch Dominik Macko Ladislav Hudec Survey: Classification of the IoT Technologies for Better Selection to Real Use. 500-505 2020 TSP https://doi.org/10.1109/TSP49548.2020.9163480 conf/tsp/2020 db/conf/tsp/tsp2020.html#KanuchMH20 Alexander Valach Dominik Macko Optimization of LoRa Devices Communication for Applications in Healthcare. 511-514 2020 TSP https://doi.org/10.1109/TSP49548.2020.9163432 conf/tsp/2020 db/conf/tsp/tsp2020.html#ValachM20

Dusan Hatvani Dominik Macko Increasing Bluetooth Low Energy communication efficiency by presetting protocol parameters. 3486-3499 2019 27 Turkish J. Electr. Eng. Comput. Sci. 5 https://doi.org/10.3906/elk-1901-109 db/journals/elektrik/elektrik27.html#HatvaniM19

Jakub Pullmann Dominik Macko A New Planning-Based Collision-Prevention Mechanism in Long-Range IoT Networks. 9439-9446 2019 6 IEEE Internet Things J. 6 https://doi.org/10.1109/JIOT.2019.2940994 db/journals/iotj/iotj6.html#PullmannM19

Pavol Gocal Dominik Macko EEMIP: Energy-Efficient Communication Using Timing Channels and Prioritization in ZigBee. 2246 2019 19 Sensors 10 https://doi.org/10.3390/s19102246 https://www.wikidata.org/entity/Q64990492 db/journals/sensors/sensors19.html#GocalM19

Peter Kanuch Dominik Macko E-HIP: An Energy-Efficient OpenHIP-Based Security in Internet of Things Networks. 4921 2019 19 Sensors 22 https://doi.org/10.3390/s19224921 https://www.wikidata.org/entity/Q91282617 db/journals/sensors/sensors19.html#KanuchM19

Michal Skuta Dominik Macko Automated Integration of Dynamic Power Management into FPGA-Based Design. 1-4 2019 DDECS https://doi.org/10.1109/DDECS.2019.8724635 conf/ddecs/2019 db/conf/ddecs/ddecs2019.html#SkutaM19 Peter Kanuch Dominik Macko Optimizing Energy Efficiency of Secured IoT Communication by OpenHip. 174-177 2019 TSP https://doi.org/10.1109/TSP.2019.8769096 conf/tsp/2019 db/conf/tsp/tsp2019.html#KanuchM19 Jakub Pullmann Dominik Macko Increasing Energy Efficiency by Minimizing Collisions in Long-Range IoT Networks. 178-181 2019 TSP https://doi.org/10.1109/TSP.2019.8768844 conf/tsp/2019 db/conf/tsp/tsp2019.html#PullmannM19

Dominik Macko Katarína Jelemenská Pavel Cicák Simplifying low-power SoC top-down design using the system-level abstraction and the increased automation. 101-114 2018 63 Integr. https://doi.org/10.1016/j.vlsi.2018.06.001 https://www.wikidata.org/entity/Q129627654 db/journals/integration/integration63.html#MackoJC18

Dominik Macko Contribution to Automated Generating of System Power-Management Specification. 27-32 2018 DDECS https://doi.org/10.1109/DDECS.2018.00012 conf/ddecs/2018 db/conf/ddecs/ddecs2018.html#Macko18

Dominik Macko Katarína Jelemenská Pavel Cicák Verification of Power-Management Specification at Early Stages of Power-Constrained Systems Design. 1740002:1-1740002:23 2017 26 J. Circuits Syst. Comput. 8 https://doi.org/10.1142/S0218126617400023 db/journals/jcsc/jcsc26.html#MackoJC17

Michal Lid'ák Dominik Macko A New Automated Power-Estimation Method for SystemC Hardware Design. 545-550 2017 13 J. Low Power Electron. 4 https://doi.org/10.1166/jolpe.2017.1520 https://www.wikidata.org/entity/Q129013977 db/journals/jolpe/jolpe13.html#LidakM17

Miroslav Siro Dominik Macko Katarína Jelemenská PMS2UPF: An automated transition from ESL to RTL power-intent specification. 140-144 2017 DDECS https://doi.org/10.1109/DDECS.2017.7934558 conf/ddecs/2017 db/conf/ddecs/ddecs2017.html#SiroMJ17 Dominik Macko Rapid Estimation of Power-Management Unit Overhead from System-Level Specification. 9-13 2017 DSD https://doi.org/10.1109/DSD.2017.19 https://doi.ieeecomputersociety.org/10.1109/DSD.2017.19 conf/dsd/2017 db/conf/dsd/dsd2017.html#Macko17 Dominik Macko Rapid power-management exploration using post-processing of the system-level simulation results. 1-6 2017 PATMOS https://doi.org/10.1109/PATMOS.2017.8106965 conf/patmos/2017 db/conf/patmos/patmos2017.html#Macko17 Dominik Macko Katarína Jelemenská Pavel Cicák Early-stage verification of power-management specification in low-power systems design. 157-162 2016 DDECS https://doi.org/10.1109/DDECS.2016.7482449 conf/ddecs/2016 db/conf/ddecs/ddecs2016.html#MackoJC16 Dominik Macko PMHLS 2.0: An automated optimization of power management during high-level synthesis. 205-212 2016 PATMOS https://doi.org/10.1109/PATMOS.2016.7833689 conf/patmos/2016 db/conf/patmos/patmos2016.html#Macko16 Dominik Macko Katarína Jelemenská Pavel Cicák Power-Management Specification in SystemC. 259-262 2015 DDECS https://doi.org/10.1109/DDECS.2015.16 https://doi.ieeecomputersociety.org/10.1109/DDECS.2015.16 conf/ddecs/2015 db/conf/ddecs/ddecs2015.html#MackoJC15 Dominik Macko Katarína Jelemenská Pavel Cicák Power-management high-level synthesis. 63-68 2015 VLSI-SoC https://doi.org/10.1109/VLSI-SoC.2015.7314393 conf/vlsi/2015soc db/conf/vlsi/vlsisoc2015.html#MackoJC15 Dominik Macko Katarína Jelemenská Self-managing power management unit. 159-162 2014 DDECS https://doi.org/10.1109/DDECS.2014.6868781 https://doi.ieeecomputersociety.org/10.1109/DDECS.2014.6868781 conf/ddecs/2014 db/conf/ddecs/ddecs2014.html#MackoJ14 Dominik Macko Katarína Jelemenská Pavel Cicák Power-efficient power-management logic. 1-7 2014 PATMOS https://doi.org/10.1109/PATMOS.2014.6951881 conf/patmos/2014 db/conf/patmos/patmos2014.html#MackoJC14 Dominik Macko Katarína Jelemenská Managing digital-system power at the system level. 1-5 2013 AFRICON https://doi.org/10.1109/AFRCON.2013.6757781 conf/africon/2013 db/conf/africon/africon2013.html#MackoJ13 Dominik Macko Katarína Jelemenská VHDLVisualizer: HDL model visualization with simulation-based verification. 199-200 2012 DDECS https://doi.org/10.1109/DDECS.2012.6219056 https://doi.ieeecomputersociety.org/10.1109/DDECS.2012.6219056 conf/ddecs/2012 db/conf/ddecs/ddecs2012.html#MackoJ12 Dominik Macko Katarína Jelemenská VHDL structural model visualization. 1-4 2011 EUROCON https://doi.org/10.1109/EUROCON.2011.5929348 conf/eurocon/2011 db/conf/eurocon/eurocon2011.html#MackoJ11 Ali Al-Lawati Mária Bieliková Lucio La Cava Daniela Chudá Pavel Cicák Giorgio Giacinto Pavol Gocal Patrik Goldschmidt Matej Groma Dusan Hatvani Ladislav Hudec Adam Janovsky Katarína Jelemenská Peter Kanuch Jakub KopalJakub Kopál Thai Le Dongwon Lee 0001 Michal Lid'ák Jason Samuel Lucas Davide Maiorca Katarina Marcincinova Vashek Matyas Matús Mesarcík Róbert Móro Matt Murtagh-White Matús Pikuliak Peter Pistek Jakub Pullmann Andrew Pulver Aashish Anantha Ramakrishnan Jakub Simko Miroslav Siro Adam Skurla Michal Skuta Michal Spiegel Ivan Srba Andrea Tagarelli Nafis Irtiza Tripto Adaku Uchendu Alexander Valach Saranya Venkatraman Ivan Vykopal Michiharu Yamashita Aneta Zugecova