GUARASCIO, MASSIMO
GUARASCIO, MASSIMO
Istituto di Calcolo e Reti ad Alte Prestazioni - ICAR
A Few to Unveil Them All: Leveraging Mixture of Experts on Minimal Data for Detecting Covert Channels in Containerized Cloud Infrastructures
2024 Caviglione, L.; Guarascio, M.; Pisani, F. S.; Zuppelli, M.
Data- & compute-efficient deviance mining via active learning and fast ensembles
2024 Folino, Francesco; Folino, Gianluigi; Guarascio, Massimo; Pontieri, Luigi
Dawn of LLM4Cyber: Current Solutions, Challenges, and New Perspectives in Harnessing LLMs for Cybersecurity
2024 Caviglione, L.; Comito, C.; Coppolillo, E.; Gallo, D.; Guarascio, M.; Liguori, A.; Manco, G.; Minici, M.; Mungari, S.; Pisani, F. S.; Ritacco, E.; Rullo, A.; Zicari, P.; Zuppelli, M.
Erasing the Shadow: Sanitization of Images with Malicious Payloads Using Deep Autoencoders
2024 Liguori, Angelica; Zuppelli, Marco; Gallo, Daniela; Guarascio, Massimo; Caviglione, Luca
Movie tag prediction: An extreme multi-label multi-modal transformer-based solution with explanation
2024 Guarascio, Massimo; Minici, Marco; Pisani, FRANCESCO SERGIO; De Francesco, Erika; Lambardi, Pasquale
No Country for Leaking Containers: Detecting Exfiltration of Secrets Through AI and Syscalls
2024 Zuppelli, M.; Guarascio, M.; Caviglione, L.; Liguori, A.
Towards Data- and Compute-Efficient Fake-News Detection: An Approach Combining Active Learning and Pre-Trained Language Models
2024 Folino, F.; Folino, G.; Guarascio, M.; Pontieri, L.; Zicari, P.
A Deep Anomaly Detection System for IoT-Based Smart Buildings
2023 Cicero, Simona; Guarascio, Massimo; Guerrieri, Antonio; Mungari, Simone
A Federated Approach for Detecting Data Hidden in Icons of Mobile Applications Delivered via Web and Multiple Stores
2023 Cassavia, Nunziato; Caviglione, Luca; Guarascio, Massimo; Liguori, Angelica; Manco, Giuseppe; Zuppelli, Marco
An Explainable Deep Ensemble Framework for Intelligent Ticket Management
2023 Folino, Gianluigi; Guarascio, Massimo; Pontieri, Luigi; Zicari, Paolo
Data-Efficient Deep Learning Approach for Explainable Process Deviance Discovery
2023 Folino, Francesco; Folino, Gianluigi; Guarascio, Massimo; Pontieri, Luigi
Emerging Challenges and Perspectives in Deep Learning Model Security: A Brief Survey
2023 Caviglione, Luca; Comito, Carmela; Guarascio, Massimo; Manco, Giuseppe
Explainable Process Deviance Discovery with Data-Efficient Deep Learning
2023 Folino, Francesco; Folino, Gianluigi; Guarascio, Massimo; Pontieri, Luigi
Exploiting Deep Learning and Explanation Methods for Movie Tag Prediction
2023 Coppolillo, Erica; Guarascio, Massimo; Minici, Marco; Pisani, Francesco Sergio
Fighting Misinformation, Radicalization and Bias in Social Media
2023 Coppolillo, Erica; Comito, Carmela; Minici, Marco; Ritacco, Ettore; Folino, Gianluigi; Pisani, FRANCESCO SERGIO; Guarascio, Massimo; Manco, Giuseppe
Generative Methods for Out-of-distribution Prediction and Applications for Threat Detection and Analysis: A Short Review
2023 Erica Coppolillo;Angelica Liguori;Massimo Guarascio;Francesco Sergio Pisani;Giuseppe Manco
Learning autoencoder ensembles for detecting malware hidden communications in IoT ecosystems
2023 Cassavia, Nunziato; Caviglione, Luca; Guarascio, Massimo; Liguori, Angelica; Zuppelli, Marco
Learning Deep Fake-News Detectors from Scarcely-Labelled News Corpora
2023 Zicari, P.; Guarascio, M.; Pontieri, L.; Folino, G.
Learning ensembles of deep neural networks for extreme rainfall event detection
2023 Folino, Gianluigi; Guarascio, Massimo; Chiaravalloti, Francesco
Neuro-Symbolic AI for Compliance Checking of Electrical Control Panels
2023 Barbara, Vito; Guarascio, Massimo; Leone, Nicola; Manco, Giuseppe; Quarta, Alessandro; Ricca, Francesco; Ritacco, Ettore
Titolo | Data di pubblicazione | Autore(i) | File |
---|---|---|---|
A Few to Unveil Them All: Leveraging Mixture of Experts on Minimal Data for Detecting Covert Channels in Containerized Cloud Infrastructures | 1-gen-2024 | Caviglione, L.; Guarascio, M.; Pisani, F. S.; Zuppelli, M. | |
Data- & compute-efficient deviance mining via active learning and fast ensembles | 1-gen-2024 | Folino, Francesco; Folino, Gianluigi; Guarascio, Massimo; Pontieri, Luigi | |
Dawn of LLM4Cyber: Current Solutions, Challenges, and New Perspectives in Harnessing LLMs for Cybersecurity | 1-gen-2024 | Caviglione, L.; Comito, C.; Coppolillo, E.; Gallo, D.; Guarascio, M.; Liguori, A.; Manco, G.; Minici, M.; Mungari, S.; Pisani, F. S.; Ritacco, E.; Rullo, A.; Zicari, P.; Zuppelli, M. | |
Erasing the Shadow: Sanitization of Images with Malicious Payloads Using Deep Autoencoders | 1-gen-2024 | Liguori, Angelica; Zuppelli, Marco; Gallo, Daniela; Guarascio, Massimo; Caviglione, Luca | |
Movie tag prediction: An extreme multi-label multi-modal transformer-based solution with explanation | 1-gen-2024 | Guarascio, Massimo; Minici, Marco; Pisani, FRANCESCO SERGIO; De Francesco, Erika; Lambardi, Pasquale | |
No Country for Leaking Containers: Detecting Exfiltration of Secrets Through AI and Syscalls | 1-gen-2024 | Zuppelli, M.; Guarascio, M.; Caviglione, L.; Liguori, A. | |
Towards Data- and Compute-Efficient Fake-News Detection: An Approach Combining Active Learning and Pre-Trained Language Models | 1-gen-2024 | Folino, F.; Folino, G.; Guarascio, M.; Pontieri, L.; Zicari, P. | |
A Deep Anomaly Detection System for IoT-Based Smart Buildings | 1-gen-2023 | Cicero, Simona; Guarascio, Massimo; Guerrieri, Antonio; Mungari, Simone | |
A Federated Approach for Detecting Data Hidden in Icons of Mobile Applications Delivered via Web and Multiple Stores | 1-gen-2023 | Cassavia, Nunziato; Caviglione, Luca; Guarascio, Massimo; Liguori, Angelica; Manco, Giuseppe; Zuppelli, Marco | |
An Explainable Deep Ensemble Framework for Intelligent Ticket Management | 1-gen-2023 | Folino, Gianluigi; Guarascio, Massimo; Pontieri, Luigi; Zicari, Paolo | |
Data-Efficient Deep Learning Approach for Explainable Process Deviance Discovery | 1-gen-2023 | Folino, Francesco; Folino, Gianluigi; Guarascio, Massimo; Pontieri, Luigi | |
Emerging Challenges and Perspectives in Deep Learning Model Security: A Brief Survey | 1-gen-2023 | Caviglione, Luca; Comito, Carmela; Guarascio, Massimo; Manco, Giuseppe | |
Explainable Process Deviance Discovery with Data-Efficient Deep Learning | 1-gen-2023 | Folino, Francesco; Folino, Gianluigi; Guarascio, Massimo; Pontieri, Luigi | |
Exploiting Deep Learning and Explanation Methods for Movie Tag Prediction | 1-gen-2023 | Coppolillo, Erica; Guarascio, Massimo; Minici, Marco; Pisani, Francesco Sergio | |
Fighting Misinformation, Radicalization and Bias in Social Media | 1-gen-2023 | Coppolillo, Erica; Comito, Carmela; Minici, Marco; Ritacco, Ettore; Folino, Gianluigi; Pisani, FRANCESCO SERGIO; Guarascio, Massimo; Manco, Giuseppe | |
Generative Methods for Out-of-distribution Prediction and Applications for Threat Detection and Analysis: A Short Review | 1-gen-2023 | Erica Coppolillo;Angelica Liguori;Massimo Guarascio;Francesco Sergio Pisani;Giuseppe Manco | |
Learning autoencoder ensembles for detecting malware hidden communications in IoT ecosystems | 1-gen-2023 | Cassavia, Nunziato; Caviglione, Luca; Guarascio, Massimo; Liguori, Angelica; Zuppelli, Marco | |
Learning Deep Fake-News Detectors from Scarcely-Labelled News Corpora | 1-gen-2023 | Zicari, P.; Guarascio, M.; Pontieri, L.; Folino, G. | |
Learning ensembles of deep neural networks for extreme rainfall event detection | 1-gen-2023 | Folino, Gianluigi; Guarascio, Massimo; Chiaravalloti, Francesco | |
Neuro-Symbolic AI for Compliance Checking of Electrical Control Panels | 1-gen-2023 | Barbara, Vito; Guarascio, Massimo; Leone, Nicola; Manco, Giuseppe; Quarta, Alessandro; Ricca, Francesco; Ritacco, Ettore |