| A deep learning approach for detecting security attacks on blockchain F Scicchitano, A Liguori, M Guarascio, E Ritacco, G Manco CEUR Workshop Proceedings 2597, 212-222, 2020 | 50 | 2020 |
| Blockchain attack discovery via anomaly detection F Scicchitano, A Liguori, M Guarascio, E Ritacco, G Manco Consiglio Nazionale delle Ricerche, Istituto di Calcolo e Reti ad Alte …, 2019 | 9 | 2019 |
| Ensembling sparse autoencoders for network covert channel detection in IoT ecosystems N Cassavia, L Caviglione, M Guarascio, A Liguori, M Zuppelli International Symposium on Methodologies for Intelligent Systems, 209-218, 2022 | 8 | 2022 |
| Deep autoencoder ensembles for anomaly detection on blockchain F Scicchitano, A Liguori, M Guarascio, E Ritacco, G Manco Foundations of Intelligent Systems: 25th International Symposium, ISMIS 2020 …, 2020 | 8 | 2020 |
| Adversarial regularized reconstruction for anomaly detection and generation A Liguori, G Manco, FS Pisani, E Ritacco 2021 IEEE International Conference on Data Mining (ICDM), 1204-1209, 2021 | 6 | 2021 |
| Learning autoencoder ensembles for detecting malware hidden communications in IoT ecosystems N Cassavia, L Caviglione, M Guarascio, A Liguori, M Zuppelli Journal of Intelligent Information Systems 62 (4), 925-949, 2024 | 5 | 2024 |
| Modeling Events and Interactions through Temporal Processes--A Survey A Liguori, L Caroprese, M Minici, B Veloso, F Spinnato, M Nanni, ... arXiv preprint arXiv:2303.06067, 2023 | 4 | 2023 |
| Federated learning for the efficient detection of steganographic threats hidden in image icons N Cassavia, L Caviglione, M Guarascio, A Liguori, G Surace, M Zuppelli International Conference on Pervasive Knowledge and Collective Intelligence …, 2022 | 3 | 2022 |
| Exploiting Temporal Convolution for Activity Prediction in Process Analytics F Folino, M Guarascio, A Liguori, G Manco, L Pontieri, E Ritacco ECML PKDD 2020 Workshops: Workshops of the European Conference on Machine …, 2020 | 2 | 2020 |
| Towards Self-Supervised Cross-Domain Fake News Detection. C Comito, FS Pisani, E Coppolillo, A Liguori, M Guarascio, G Manco ITASEC, 2023 | 1 | 2023 |
| Generative Methods for Out-of-distribution Prediction and Applications for Threat Detection and Analysis: A Short Review E Coppolillo, A Liguori, M Guarascio, FS Pisani, G Manco International Workshop on Digital Sovereignty in Cyber Security: New …, 2022 | 1 | 2022 |
| CAP: Detecting Unauthorized Data Usage in Generative Models via Prompt Generation D Gallo, A Liguori, E Ritacco, L Caviglione, F Durante, G Manco arXiv preprint arXiv:2410.05819, 2024 | | 2024 |
| No Country for Leaking Containers: Detecting Exfiltration of Secrets Through AI and Syscalls M Zuppelli, M Guarascio, L Caviglione, A Liguori Proceedings of the 19th International Conference on Availability …, 2024 | | 2024 |
| Robust anomaly detection via adversarial counterfactual generation A Liguori, E Ritacco, FS Pisani, G Manco Knowledge and Information Systems, 1-32, 2024 | | 2024 |
| Siamese Networks for Unsupervised Failure Detection in Smart Industry A Liguori, E Ritacco, G Benvenuto, S Iiritano, G Manco, M Ruffolo International Symposium on Methodologies for Intelligent Systems, 191-200, 2024 | | 2024 |
| Erasing the Shadow: Sanitization of Images with Malicious Payloads Using Deep Autoencoders A Liguori, M Zuppelli, D Gallo, M Guarascio, L Caviglione International Symposium on Methodologies for Intelligent Systems, 115-125, 2024 | | 2024 |
| Dawn of LLM4Cyber: Current Solutions, Challenges, and New Perspectives in Harnessing LLMs for Cybersecurity L Caviglione, C Comito, E Coppolillo, D Gallo, M Guarascio, A Liguori, ... CEUR WORKSHOP PROCEEDINGS 3762, 135-140, 2024 | | 2024 |
| A federated approach for detecting data hidden in icons of mobile applications delivered via web and multiple stores N Cassavia, L Caviglione, M Guarascio, A Liguori, G Manco, M Zuppelli Social Network Analysis and Mining 13 (1), 114, 2023 | | 2023 |
| Check for Federated Learning for the Efficient Detection of Steganographic Threats Hidden in Image Icons N Cassavia¹, L Caviglione, M Guarascio¹, A Liguori, G Surace Pervasive Knowledge and Collective Intelligence on Web and Social Media …, 2023 | | 2023 |
| Neuro-Symbolic techniques for Predictive Maintenance A Liguori, S Mungari, E Ritacco, F Ricca, G Manco, S Iiritano CEUR WORKSHOP PROCEEDINGS 3478, 459-468, 2023 | | 2023 |