Publications

Conference papers

Hospital J.,Megías D.,Mazurczyk W. "Retransmission steganography in real-world scenarios: A practical study". ACM International Conference Proceeding Series, 2021. DOI
Qureshi A.,Megias D.,Kuribayashi M. "Detecting Deepfake Videos using Digital Watermarking". 2021 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2021 - Proceedings, 2021. DOI
Lison P.,Pilán I.,Sánchez D.,Batet M.,Øvrelid L. "Anonymisation models for text data: State of the art, challenges and future directions". ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference, 2021. DOI
Domingo-Ferrer J.,Blanco-Justicia A. "Towards Machine Learning-Assisted Output Checking for Statistical Disclosure Control". Lecture Notes in Computer Science vol. 12898, 2021. DOI
Nunez-del-Prado M.,Salas J.,Alatrista-Salas H.,Maehara-Aliaga Y.,Megías D. "Are Sequential Patterns Shareable? Ensuring Individuals’ Privacy". Lecture Notes in Computer Science vol. 12898, 2021. DOI
Haffar R.,Jebreel N.M.,Domingo-Ferrer J.,Sánchez D. "Explaining Image Misclassification in Deep Learning via Adversarial Examples". Lecture Notes in Computer Science vol. 12898, 2021. DOI
Ràfols C.,Zapico A. "An Algebraic Framework for Universal and Updatable SNARKs". Lecture Notes in Computer Science vol. 12825, 2021. DOI
Dauden-Esmel C.,Castella-Roca J.,Viejo A.,Domingo-Ferrer J. "Lightweight blockchain-based platform for GDPR-compliant personal data management". 2021 IEEE 5th International Conference on Cryptography, Security and Privacy, CSP 2021, 2021. 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
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
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
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
Daza V.,Ràfols C.,Zacharakis A. "Updateable Inner Product Argument with Logarithmic Verifier and Applications". Lecture Notes in Computer Science vol. 12110, 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
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
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
Torra V.,Navarro-Arribas G.,Galván E. "Explaining Recurrent Machine Learning Models: Integral Privacy Revisited". Lecture Notes in Computer Science vol. 12276, 2020. DOI
Franzoni F.,Daza V. "Improving Bitcoin Transaction Propagation by Leveraging Unreachable Nodes". Proceedings - 2020 IEEE International Conference on Blockchain, Blockchain 2020, 2020. DOI
Kaya S.K.,Navarro-Arribas G.,Torra V. "Dynamic Features Spaces and Machine Learning: Open Problems and Synthetic Data Sets". Lecture Notes in Computer Science vol. 12482, 2020. DOI
Blanco-Justicia A.,Domingo-Ferrer J. "Privacy-Preserving Computation of the Earth Mover’s Distance". Lecture Notes in Computer Science vol. 12472, 2020. DOI
Oleas-Chávez L.E.,Pérez-Solà C.,Herrera-Joacomartí J. "On the Selection of the LN Client Implementation Parameters". Lecture Notes in Computer Science vol. 12484, 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
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
Singh A.K.,Blanco-Justicia A.,Domingo-Ferrer J.,Sanchez D.,Rebollo-Monedero D. "Fair Detection of Poisoning Attacks in Federated Learning". Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI vol. 2020-November, 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
Megías D. "Data hiding: New opportunities for security and privacy?". ACM International Conference Proceeding Series, 2020. DOI
Soria-Comas J.,Domingo-Ferrer J.,Mulero R. "Efficient Near-Optimal Variable-Size Microaggregation". 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
Soria-Comas J.,Domingo-Ferrer J. "Mitigating the Curse of Dimensionality in Data Anonymization". Lecture Notes in Computer Science vol. 11676, 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
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
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
Blanco-Justicia A.,Domingo-Ferrer J. "Machine Learning Explainability Through Comprehensible Decision Trees". Lecture Notes in Computer Science vol. 11713, 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
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
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
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
González A.,Ràfols C. "Shorter Pairing-Based Arguments Under Standard Assumptions". Lecture Notes in Computer Science vol. 11923, 2019. 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
Ruiz N. "A general framework and metrics for longitudinal data 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
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
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
Herranz J.,Sáez G. "Secret sharing schemes for (k, n)-consecutive access structures". Lecture Notes in Computer Science vol. 11124, 2018. DOI
Rodrigo-Ginés F.J.,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
Hernandez A.C.,Castella Roca J.,Viejo A. "Key Management System for Private Car-Sharing Scenarios". IEEE Vehicular Technology Conference vol. 2018-August, 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