Publications

The members of the CyberDataLab have published more than 300 papers in different venues, such as top-tier journals, conferences, and books. The type of articles is diverse, including empirical studies, conceptualization papers, technological advances, literature reviews or data descriptors, among other things.

We provide a sample of our publications next. You can also consult the whole publication lists by author in their personal pages and research social networks available in our People section.

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398 entries « 1 of 20 »
1.Alberto Huertas Celdrán; Jan Kreischer; Melike Demirci; Joel Leupp; Pedro Miguel Sánchez Sánchez; Muriel Figueredo Franco; Gérôme Bovet; Gregorio Martínez Pérez; Burkhard Stiller: A Framework Quantifying Trustworthiness of Supervised Machine and Deep Learning Models. In: Pedroza, Gabriel; Huang, Xiaowei ; Chen, Xin Cynthia ; Theodorou, Andreas ; Hernández-Orallo, José ; Castillo-Effen, Mauricio ; Mallah, Richard ; McDermid, John A (Ed.): Proceedings of the Workshop on Artificial Intelligence Safety 2023 (SafeAI 2023) co-located with the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), Washington DC, USA, February 13-14, 2023, CEUR-WS.org, 2023. (Type: Inproceedings | Links | BibTeX | Tags: )
2.Sergio Martín; Manuel Castro; Elio San Cristóbal; Gabriel Díaz; Félix García Loro; Clara Pérez; Blanca Quintana; Rosario Gil; Pedro Plaza; África Lopez-Rey; Germán Carro; Antonio Robles-Gómez; Llanos Tobarra; Miguel Rodríguez-Artacho; José A. Ruipérez Valiente: Assessment and recognition in technical massive open on-line courses with and without on-line laboratories. In: IEEE Global Engineering Education Conference, EDUCON 2023, Kuwait, May 1-4, 2023, pp. 1–4, IEEE, 2023. (Type: Inproceedings | Links | BibTeX | Tags: )
3.Manuel J. Gomez; José A. Ruipérez Valiente; Félix J. García Clemente: Towards Game-based Assessment at Scale. In: Spikol, Daniel; Viberg, Olga ; Martínez-Monés, Alejandra ; Guo, Philip J (Ed.): Proceedings of the Tenth ACM Conference on Learning @ Scale, Copenhagen, Denmark, July 20-22, 2023, pp. 297–301, ACM, 2023. (Type: Inproceedings | Links | BibTeX | Tags: )
4.Jan von der Assen; Alberto Huertas Celdrán; Nicolas Huber; Gérôme Bovet; Gregorio Martínez Pérez; Burkhard Stiller: Moving Target Defense Strategy Selection against Malware in Resource-Constrained Devices. In: IEEE International Conference on Cyber Security and Resilience, CSR 2023, Venice, Italy, July 31 - Aug. 2, 2023, pp. 123–129, IEEE, 2023. (Type: Inproceedings | Links | BibTeX | Tags: )
5.Enrique Tomás Martínez Beltrán; Pedro Miguel Sánchez Sánchez; Sergio López Bernal; Gérôme Bovet; Manuel Gil Pérez; Gregorio Martínez Pérez; Alberto Huertas Celdrán: Fedstellar: A Platform for Training Models in a Privacy-preserving and Decentralized Fashion. In: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, IJCAI 2023, 19th-25th August 2023, Macao, SAR, China, pp. 7154–7157, ijcai.org, 2023. (Type: Inproceedings | Links | BibTeX | Tags: )
6.Jan von der Assen; Alberto Huertas Celdrán; Adrian Zermin; Raffael Mogicato; Gérôme Bovet; Burkhard Stiller: SecBox: A Lightweight Container-based Sandbox for Dynamic Malware Analysis. In: NOMS 2023, IEEE/IFIP Network Operations and Management Symposium, Miami, FL, USA, May 8-12, 2023, pp. 1–3, IEEE, 2023. (Type: Inproceedings | Links | BibTeX | Tags: )
7.Sara Palacios Chavarro; Pantaleone Nespoli; Daniel Díaz López; Yury Niño Roa: On the Way to Automatic Exploitation of Vulnerabilities and Validation of Systems Security through Security Chaos Engineering. In: Big Data Cogn. Comput., 7 (1), pp. 1, 2023. (Type: Journal Article | Links | BibTeX | Tags: )
8.Alberto Huertas Celdrán; Jan von der Assen; Konstantin Moser; Pedro Miguel Sánchez Sánchez; Gérôme Bovet; Gregorio Martínez Pérez; Burkhard Stiller: Early Detection of Cryptojacker Malicious Behaviors on IoT Crowdsensing Devices. In: NOMS 2023, IEEE/IFIP Network Operations and Management Symposium, Miami, FL, USA, May 8-12, 2023, pp. 1–8, IEEE, 2023. (Type: Inproceedings | Links | BibTeX | Tags: )
9.Martin Bedoya; Sara Palacios Chavarro; Daniel Díaz López; Pantaleone Nespoli; Estefania Laverde; Sebastián Suárez: Securing cloud-based military systems with Security Chaos Engineering and Artificial Intelligence. In: Proceedings of the 18th International Conference on Availability, Reliability and Security, ARES 2023, Benevento, Italy, 29 August 2023- 1 September 2023, pp. 38:1–38:9, ACM, 2023. (Type: Inproceedings | Links | BibTeX | Tags: )
10.Pedro Miguel Sánchez Sánchez; Alberto Huertas Celdrán; Ning Xie; Gérôme Bovet; Gregorio Martínez Pérez; Burkhard Stiller: FederatedTrust: A Solution for Trustworthy Federated Learning. In: CoRR, abs/2302.09844 , 2023. (Type: Journal Article | Links | BibTeX | Tags: )
11.Pedro Miguel Sánchez Sánchez; Alberto Huertas Celdrán; Gérôme Bovet; Gregorio Martínez Pérez: Single-board Device Individual Authentication based on Hardware Performance and Anomaly Detection for Crowdsensing Platforms. In: CoRR, abs/2306.08495 , 2023. (Type: Journal Article | Links | BibTeX | Tags: )
12.Enrique Tomás Martínez Beltrán; Ángel Luis Perales Gómez; Chao Feng; Pedro Miguel Sánchez Sánchez; Sergio López Bernal; Gérôme Bovet; Manuel Gil Pérez; Gregorio Martínez Pérez; Alberto Huertas Celdrán: Fedstellar: A Platform for Decentralized Federated Learning. In: CoRR, abs/2306.09750 , 2023. (Type: Journal Article | Links | BibTeX | Tags: )
13.Jan von der Assen; Alberto Huertas Celdrán; Janik Luechinger; Pedro Miguel Sánchez Sánchez; Gérôme Bovet; Gregorio Martínez Pérez; Burkhard Stiller: RansomAI: AI-powered Ransomware for Stealthy Encryption. In: CoRR, abs/2306.15559 , 2023. (Type: Journal Article | Links | BibTeX | Tags: )
14.Jan von der Assen; Alberto Huertas Celdrán; Rinor Sefa; Gérôme Bovet; Burkhard Stiller: MTFS: a Moving Target Defense-Enabled File System for Malware Mitigation. In: CoRR, abs/2306.15566 , 2023. (Type: Journal Article | Links | BibTeX | Tags: )
15.Enrique Tomás Martínez Beltrán; Pedro Miguel Sánchez Sánchez; Sergio López Bernal; Gérôme Bovet; Manuel Gil Pérez; Gregorio Martínez Pérez; Alberto Huertas Celdrán: Mitigating Communications Threats in Decentralized Federated Learning through Moving Target Defense. In: CoRR, abs/2307.11730 , 2023. (Type: Journal Article | Links | BibTeX | Tags: )
16.Ángel Luis Perales Gómez; Enrique Tomás Martínez Beltrán; Pedro Miguel Sánchez Sánchez; Alberto Huertas Celdrán: TemporalFED: Detecting Cyberattacks in Industrial Time-Series Data Using Decentralized Federated Learning. In: CoRR, abs/2308.03554 , 2023. (Type: Journal Article | Links | BibTeX | Tags: )
17.Chao Feng; Alberto Huertas Celdrán; Pedro Miguel Sánchez Sánchez; Jan Kreischer; Jan von der Assen; Gérôme Bovet; Gregorio Martínez Pérez; Burkhard Stiller: CyberForce: A Federated Reinforcement Learning Framework for Malware Mitigation. In: CoRR, abs/2308.05978 , 2023. (Type: Journal Article | Links | BibTeX | Tags: )
18.Sergio López Bernal; Alberto Huertas Celdrán; Gregorio Martínez Pérez: Eight Reasons to Prioritize Brain-Computer Interface Cybersecurity. In: Commun. ACM, 66 (4), pp. 68–78, 2023. (Type: Journal Article | Links | BibTeX | Tags: )
19.José María Jorquera Valero; Pedro Miguel Sánchez Sánchez; Manuel Gil Pérez; Alberto Huertas Celdrán; Gregorio Martínez Pérez: Cutting-Edge Assets for Trust in 5G and Beyond: Requirements, State of the Art, Trends, and Challenges. In: ACM Comput. Surv., 55 (11), pp. 222:1–222:36, 2023. (Type: Journal Article | Links | BibTeX | Tags: )
20.Ángel Luis Perales Gómez; Lorenzo Fernández Maimó; Alberto Huertas Celdrán; Félix J. García Clemente: An interpretable semi-supervised system for detecting cyberattacks using anomaly detection in industrial scenarios. In: IET Inf. Secur., 17 (4), pp. 553–566, 2023. (Type: Journal Article | Links | BibTeX | Tags: )
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