Publications

Conference papers

Faraj O.,Megías D.,Ahmad A.M.,Garcia-Alfaro J. "Taxonomy and challenges in machine learning-based approaches to detect attacks in the internet of things". ACM International Conference Proceeding Series, 2020. DOI
Jebreel N.,Blanco-Justicia A.,Sánchez D.,Domingo-Ferrer J. "Efficient detection of byzantine attacks in federated learning using last layer biases". Lecture Notes in Computer Science vol. 12256, 2020. DOI
Torra V.,Navarro-Arribas G.,Galván E. "Explaining Recurrent Machine Learning Models: Integral Privacy Revisited". Lecture Notes in Computer Science vol. 12276, 2020. DOI
Hassan F.,Sanchez D.,Domingo-Ferrer J. "Tumor entity recognition and coding for Spanish electronic health records". CEUR Workshop Proceedings vol. 2664, 2020. DOI
Pérez-Solà C.,Ranchal-Pedrosa A.,Herrera-Joancomartí J.,Navarro-Arribas G.,Garcia-Alfaro J. "LockDown: Balance Availability Attack Against Lightning Network Channels". Lecture Notes in Computer Science vol. 12059, 2020. DOI
Muralidhar K.,Domingo-Ferrer J.,Martínez S. "ϵ -Differential Privacy for Microdata Releases Does Not Guarantee Confidentiality (Let Alone Utility)". Lecture Notes in Computer Science vol. 12276, 2020. DOI
Jebreel N.M.,Haffar R.,Singh A.K.,Sánchez D.,Domingo-Ferrer J.,Blanco-Justicia A. "Detecting Bad Answers in Survey Data Through Unsupervised Machine Learning". Lecture Notes in Computer Science vol. 12276, 2020. DOI
Haffar R.,Domingo-Ferrer J.,Sánchez D. "Explaining misclassification and attacks in deep learning via random forests". Lecture Notes in Computer Science vol. 12256, 2020. DOI
Salas J.,Nunez-del-Prado M. "Privacy Preservation and Inference with Minimal Mobility Information". Communications in Computer and Information Science vol. 1070 CCIS, 2020. DOI
De Toro M.C.,Borrego C. "A Software-Defined Networking approach for congestion control in Opportunistic Networking". International Conference on Information Networking vol. 2020-January, 2020. DOI
Daza V.,Ràfols C.,Zacharakis A. "Updateable Inner Product Argument with Logarithmic Verifier and Applications". Lecture Notes in Computer Science vol. 12110, 2020. DOI
Domingo-Ferrer J.,Blanco-Justicia A.,Sanchez D.,Jebreel N. "Co-Utile Peer-to-Peer Decentralized Computing". Proceedings - 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGRID 2020, 2020. DOI
Delgado-Segura S.,Pérez-Solà C.,Navarro-Arribas G.,Herrera-Joancomartí J. "Analysis of the Bitcoin UTXO set". Lecture Notes in Computer Science vol. 10958, 2019. DOI
Jabreel M.,Hassan F.,Maarrof N.,Sánchez D.,Domingo-Ferrer J.,Moreno A. "E2EJ: Anonymization of Spanish medical records using end-to-end joint neural networks". CEUR Workshop Proceedings vol. 2421, 2019. DOI
Hassan F.,Jabreel M.,Maaroof N.,Sánchez D.,Domingo-Ferrer J.,Moreno A. "RecRF: Spanish medical document anonymization using automatically-crafted rules and CRF". CEUR Workshop Proceedings vol. 2421, 2019. DOI
Soria-Comas J.,Domingo-Ferrer J.,Mulero R. "Efficient Near-Optimal Variable-Size Microaggregation". Lecture Notes in Computer Science vol. 11676, 2019. DOI
Soria-Comas J.,Domingo-Ferrer J. "Mitigating the Curse of Dimensionality in Data Anonymization". Lecture Notes in Computer Science vol. 11676, 2019. DOI
Domingo-Ferrer J. "Personal Big Data, GDPR and Anonymization". Lecture Notes in Computer Science vol. 11529, 2019. DOI
Blanco-Justicia A.,Domingo-Ferrer J. "Machine Learning Explainability Through Comprehensible Decision Trees". Lecture Notes in Computer Science vol. 11713, 2019. DOI
Torra V.,Salas J. "Graph Perturbation as Noise Graph Addition: A New Perspective for Graph Anonymization". Lecture Notes in Computer Science vol. 11737, 2019. DOI
González A.,Ràfols C. "Shorter Pairing-Based Arguments Under Standard Assumptions". Lecture Notes in Computer Science vol. 11923, 2019. DOI
Daza V.,Salleras X. "Laser: Lightweight and secure remote keyless entry protocol". ICETE 2019 - Proceedings of the 16th International Joint Conference on e-Business and Telecommunications vol. 2, 2019. DOI
Domingo-Ferrer J.,Perez-Sola C.,Blanco-Justicia A. "Collaborative explanation of deep models with limited interaction for trade secret and privacy preservation". The Web Conference 2019 - Companion of the World Wide Web Conference, WWW 2019, 2019. DOI
Zola F.,Perez-Sola C.,Zubia J.E.,Eguimendia M.,Herrera-Joancomarti J. "Kriptosare.gen, a Dockerized Bitcoin Testbed: Analysis of Server Performance". 2019 10th IFIP International Conference on New Technologies, Mobility and Security, NTMS 2019 - Proceedings and Workshop, 2019. DOI
Lerch-Hostalot D.,Megías D. "Detection of classifier inconsistencies in image steganalysis". IH and MMSec 2019 - Proceedings of the ACM Workshop on Information Hiding and Multimedia Security, 2019. DOI
Herrera-Joancomartí J.,Navarro-Arribas G.,Ranchal-Pedrosa A.,Pérez-Solà C.,Garcia-Alfaro J. "On the difficulty of hiding the balance of lightning network channels". AsiaCCS 2019 - Proceedings of the 2019 ACM Asia Conference on Computer and Communications Security, 2019. DOI
Hassan F.,Sanchez D.,Soria-Comas J.,Domingo-Ferrer J. "Automatic anonymization of textual documents: Detecting sensitive information via word embeddings". Proceedings - 2019 18th IEEE International Conference on Trust, Security and Privacy in Computing and Communications/13th IEEE International Conference on Big Data Science and Engineering, TrustCom/BigDataSE 2019, 2019. DOI
Qureshi A.,Megias D. "Blockchain-based P2P multimedia content distribution using collusion-resistant fingerprinting". 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2019, 2019. DOI
Faonio A.,Fiore D.,Herranz J.,Ràfols C. "Structure-Preserving and Re-randomizable RCCA-Secure Public Key Encryption and Its Applications". Lecture Notes in Computer Science vol. 11923, 2019. DOI
Hassan F.,Domingo-Ferrer J.,Soria-Comas J. "Anonymization of Unstructured Data via Named-Entity Recognition". Lecture Notes in Computer Science vol. 11144, 2018. DOI
Ruiz N.,Muralidhar K.,Domingo-Ferrer J. "On the privacy guarantees of synthetic data: A reassessment from the maximum-knowledge attacker perspective". Lecture Notes in Computer Science vol. 11126, 2018. DOI
Salas J.,Megías D.,Torra V. "SwapMob: Swapping trajectories for mobility anonymization". Lecture Notes in Computer Science vol. 11126, 2018. DOI
Domingo-Ferrer J.,Mulero-Vellido R.,Soria-Comas J. "Multiparty computation with statistical input confidentiality via randomized response". Lecture Notes in Computer Science vol. 11126, 2018. DOI
Herranz J.,Sáez G. "Secret sharing schemes for (k, n)-consecutive access structures". Lecture Notes in Computer Science vol. 11124, 2018. DOI
Domingo-Ferrer J. "Big data anonymization requirements vs privacy models". ICETE 2018 - Proceedings of the 15th International Joint Conference on e-Business and Telecommunications vol. 2, 2018. DOI
Ruiz N. "A general framework and metrics for longitudinal data anonymization". Lecture Notes in Computer Science vol. 11126, 2018. DOI
Pérez-Solà C.,Herrera-Joancomartí J.,Rifà-Pous H. "On improving automated self-assessment with moodle quizzes: Experiences from a cryptography course". Communications in Computer and Information Science vol. 829, 2018. DOI
Hernandez A.,Castella Roca J.,Viejo A. "Key Management System for Private Car-Sharing Scenarios". IEEE Vehicular Technology Conference vol. 2018-August, 2018. DOI
Rodrigo-Ginés F.,Parra-Arnau J.,Meng W.,Wang Y. "PrivacySearch: An end-user and query generalization tool for privacy enhancement in web search". Lecture Notes in Computer Science vol. 11058, 2018. DOI