Publications

Giancarlo Fortino, Claudia Greco, Antonella Guzzo, Michele Ianni (2024). SigIL: A Signature-Based Approach of Malware Detection on Intermediate Language. Computer Security. ESORICS 2023 International Workshops.

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Claudia Greco, Michele Ianni, Antonella Guzzo, Giancarlo Fortino (2024). Firmware Dynamic Analysis Through Rewriting. Device-Edge-Cloud Continuum: Paradigms, Architectures and Applications.

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Usman Tahir, Fiza Siyal, Michele Ianni, Antonella Guzzo, Giancarlo Fortino (2023). Exploiting Bytecode Analysis for Reentrancy Vulnerability Detection in Ethereum Smart Contracts. 2023 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech).

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Giuseppe Beltrano, Claudia Greco, Michele Ianni, Giancarlo Fortino (2023). Deep Learning-Based Detection of CSRF Vulnerabilities in Web Applications. 2023 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/ PiCom/CBDCom/CyberSciTech).

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Mila Dalla Preda, Michele Ianni (2023). Exploiting number theory for dynamic software watermarking. Journal of Computer Virology and Hacking Techniques.

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Claudia Greco, Michele Ianni, Antonella Guzzo, Giancarlo Fortino (2023). Explaining Binary Obfuscation. 2023 IEEE International Conference on Cyber Security and Resilience (CSR).

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Antonino Rullo, Michele Ianni, Edoardo Serra (2023). Security and privacy for the Internet of Things. Frontiers in Computer Science.

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Michele Ianni, Elio Masciari (2023). SCOUT: Security by computing OUTliers on activity logs. Computers & Security.

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Pian Qi, Diletta Chiaro, Antonella Guzzo, Michele Ianni, Giancarlo Fortino, Francesco Piccialli (2023). Model aggregation techniques in federated learning: A comprehensive survey. Future Generation Computer Systems.

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Diletta Chiaro, Edoardo Prezioso, Michele Ianni, Fabio Giampaolo (2023). FL-Enhance: A federated learning framework for balancing non-IID data with augmented and shared compressed samples. Information Fusion.

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Jiahui Chen, Hang Xiao, Yushan Zheng, Mohammad Mehedi Hassan, Michele Ianni, Antonella Guzzo, Giancarlo Fortino (2023). DKSM: A Decentralized Kerberos Secure Service-Management Protocol for Internet of Things. Internet of Things.

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Rabeya Khatun Muna, Muhammad Iqbal Hossain, Md. Golam Rabiul Alam, Mohammad Mehedi Hassan, Michele Ianni, Giancarlo Fortino (2023). Demystifying machine learning models of massive IoT attack detection with Explainable AI for sustainable and secure future smart cities. Internet of Things.

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Sakib Anwar Rieyan, Md. Raisul Kabir News, A. B. M. Muntasir Rahman, Sadia Afrin Khan, Sultan Tasneem Jawad Zaarif, Md. Golam Rabiul Alam, Mohammad Mehedi Hassan, Michele Ianni, Giancarlo Fortino (2023). An advanced data fabric architecture leveraging homomorphic encryption and federated learning. Information Fusion.

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Giancarlo Fortino, Claudia Greco, Antonella Guzzo, Michele Ianni (2022). Identification and prediction of attacks to industrial control systems using temporal point processes. Journal of Ambient Intelligence and Humanized Computing.

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Giancarlo Fortino, Claudia Greco, Antonella Guzzo, Michele Ianni (2022). Enabling Faster Security Assessment of Re-hosted Firmware. 2022 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech).

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Michele Ianni, Elio Masciari (2022). Some Experiments on High Performance Anomaly Detection. 2022 30th Euromicro International Conference on Parallel, Distributed and Network-based Processing (PDP).

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Giancarlo Fortino, Claudia Greco, Antonella Guzzo, Michele Ianni (2022). Neural Network based Temporal Point Processes for Attack Detection in Industrial Control Systems. 2022 IEEE International Conference on Cyber Security and Resilience (CSR).

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Davide Quarta, Michele Ianni, Aravind Machiry, Yanick Fratantonio, Eric Gustafson, Davide Balzarotti, Martina Lindorfer, Giovanni Vigna, Christopher Kruegel (2021). Tarnhelm: Isolated, Transparent & Confidential Execution of Arbitrary Code in ARM's TrustZone. Proceedings of the 2021 Research on Offensive and Defensive Techniques in the Context of Man At The End (MATE) Attacks.

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Michele Ianni, Elio Masciari (2021). Some experiments on activity outlier detection. Proceedings of the 29th Italian Symposium on Advanced Database Systems, SEBD 2021, Pizzo Calabro (VV), Italy, September 5-9, 2021.

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Giancarlo Fortino, Antonella Guzzo, Michele Ianni, Francesco Leotta, Massimo Mecella (2021). Predicting activities of daily living via temporal point processes: Approaches and experimental results. Computers & Electrical Engineering.

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Giancarlo Fortino, Antonella Guzzo, Michele Ianni, Francesco Leotta, Massimo Mecella (2021). Activity Daily Living prediction with Marked Temporal Point Processes. Proceedings of the 29th Italian Symposium on Advanced Database Systems, SEBD 2021, Pizzo Calabro (VV), Italy, September 5-9, 2021.

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Michele Ianni, Elio Masciari (2021). A compact encoding of security logs for high performance activity detection. 29th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2021, Valladolid, Spain, March 10-12, 2021.

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Sergio Greco, Michele Ianni, Elio Masciari, Domenico Saccà, Irina Trubitsyna (2020). Smart Data Exchange. Proceedings of the 28th Italian Symposium on Advanced Database Systems, Villasimius, Sud Sardegna, Italy (virtual due to Covid-19 pandemic), June 21-24, 2020.

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Antonella Guzzo, Michele Ianni, Andrea Pugliese, Domenico Saccà (2020). Modeling and efficiently detecting security-critical sequences of actions. Future Generation Computer Systems.

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M. Ianni, E. Masciari, G. M. Mazzeo, M. Mezzanzanica, C. Zaniolo (2020). Fast and effective Big Data exploration by clustering. Future Generation Computer Systems.

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G. Fortino, A. Guzzo, M. Ianni, F. Leotta, M. Mecella (2020). Exploiting Marked Temporal Point Processes for Predicting Activities of Daily Living. 2020 IEEE International Conference on Human-Machine Systems (ICHMS).

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Michele Ianni, Elio Masciari, Giancarlo Sperlı́ (2020). A survey of Big Data dimensions vs Social Networks analysis. Journal of Intelligent Information Systems.

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Michele Ianni, Elio Masciari, Giuseppe M. Mazzeo, Carlo Zaniolo (2019). How to implement a big data clustering algorithm: a brief report on lesson learned. Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, SAC 2019, Limassol, Cyprus, April 8-12, 2019.

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Nunziato Cassavia, Sergio Flesca, Michele Ianni, Elio Masciari, Giuseppe Papuzzo, Chiara Pulice (2019). High Performance Computing by the Crowd. Intelligent Methods and Big Data in Industrial Applications..

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Michele Ianni, Elio Masciari, Domenico Saccà (2019). Exotic Compilers as a Malware Evasion Technique. Proceedings of the 27th Italian Symposium on Advanced Database Systems, Castiglione della Pescaia (Grosseto), Italy, June 16-19, 2019..

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Michele Ianni, Elio Masciari, Domenico Saccà (2019). An Overview of the Endless Battle between Virus Writers and Detectors: How Compilers Can Be Used as an Evasion Technique. Proceedings of the 8th International Conference on Data Science, Technology and Applications, DATA 2019, Prague, Czech Republic, July 26-28, 2019..

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Michele Ianni, Elio Masciari (2018). Trusted Environments for Volunteer Computing. 2018 IEEE International Conference on Information Reuse and Integration, IRI 2018, Salt Lake City, UT, USA, July 6-9, 2018.

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Michele Ianni, Elio Masciari, Giuseppe M. Mazzeo, Carlo Zaniolo (2018). Efficient Big Data Clustering. Proceedings of the 22nd International Database Engineering & Applications Symposium, IDEAS 2018, Villa San Giovanni, Italy, June 18-20, 2018.

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Nunziato Cassavia, Sergio Flesca, Michele Ianni, Elio Masciari, Chiara Pulice (2018). Distributed computing by leveraging and rewarding idling user resources from P2P networks. Journal of Parallel and Distributed Computing.

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Michele Ianni, Elio Masciari, Giuseppe Massimiliano Mazzeo, Carlo Zaniolo (2018). Clustering Goes Big: CLUBS-P, an Algorithm for Unsupervised Clustering Around Centroids Tailored For Big Data Applications. 26th Euromicro International Conference on Parallel, Distributed and Network-based Processing, PDP 2018, Cambridge, United Kingdom, March 21-23, 2018.

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Michele Ianni, Elio Masciari, Giuseppe M. Mazzeo, Carlo Zaniolo (2018). Clustering Big Data. Proceedings of the 7th International Conference on Data Science, Technology and Applications, DATA 2018, Porto, Portugal, July 26-28, 2018.

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Michele Ianni, Elio Masciari (2017). Trusted Volunteer Computing. Proceedings of the 25th Italian Symposium on Advanced Database Systems, Squillace Lido (Catanzaro), Italy, June 25-29, 2017..

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Nunziato Cassavia, Sergio Flesca, Michele Ianni, Elio Masciari, Giuseppe Papuzzo, Chiara Pulice (2017). High Performance Computing By The Crowd. 23rd International Symposium on Methodologies for Intelligent Systems, ISMIS 2017.

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Nunziato Cassavia, Sergio Flesca, Michele Ianni, Elio Masciari, Giuseppe Papuzzo, Chiara Pulice (2017). Efficient High Performance Computing by user networks. Proceedings of the 25th Italian Symposium on Advanced Database Systems, Squillace Lido (Catanzaro), Italy, June 25-29, 2017..

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Nunziato Cassavia, Sergio Flesca, Michele Ianni, Elio Masciari, Giuseppe Papuzzo, Chiara Pulice (2017). Effective High Performance Computing using Peer To Peer Networks. 2017 International Conference on High Performance Computing & Simulation, HPCS 2017, Genoa, Italy, July 17-21, 2017.

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Nunziato Cassavia, Sergio Flesca, Michele Ianni, Elio Masciari, Giuseppe Papuzzo, Chiara Pulice (2017). A Peer to Peer Approach to Efficient High Performance Computing. Parallel, Distributed and Network-based Processing (PDP), 2017 25th Euromicro International Conference on.

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Michelangelo Ceci, Roberto Corizzo, Fabio Fumarola, Michele Ianni, Donato Malerba, Gaspare Maria, Elio Masciari, Marco Oliverio, Aleksandra Rashkovska (2015). VIPOC Project Research Summary (Discussion Paper).. 23rd Italian Symposium on Advanced Database Systems, SEBD 2015, Gaeta, Italy, June 14-17, 2015..

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Michele Ianni, Elio Masciari, Giuseppe Massimiliano Mazzeo, Marco Oliverio, Carlo Zaniolo (2015). Hierarchical Big Data Clustering (Discussion Paper). 23rd Italian Symposium on Advanced Database Systems, SEBD 2015, Gaeta, Italy, June 14-17, 2015..

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Michelangelo Ceci, Roberto Corizzo, Fabio Fumarola, Michele Ianni, Donato Malerba, Gaspare Maria, Elio Masciari, Marco Oliverio, Aleksandra Rashkovska (2015). Big data techniques for supporting accurate predictions of energy production from renewable sources. Proceedings of the 19th International Database Engineering & Applications Symposium.

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Nunziato Cassavia, Michelangelo Ceci, Roberto Corizzo, Pietro Dicosta, Gianni Frascà, Fabio Fumarola, Michele Ianni, Donato Malerba, Gaspare Maria, Marco Mariani, Elio Masciari, Angelo Muolo, Camillo Pastura (2014). Virtual Power Operating Center (Vi-POC): Big Data Techniques for Renewable Energy Market. AIIA*.

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