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Michele Ianni

Observed names: Ianni M., Ianni, Michele, Iannì M
ORCID: 0000-0003-0562-7462
Observed ORCID: 0000-0003-0562-7462
OpenAlex ID: A5011554149
Model aggregation techniques in federated learning: A comprehensive survey
2023 · Pian Qi, Diletta Chiaro, et al. · Future Generation Computer Systems · 500
An advanced data fabric architecture leveraging homomorphic encryption and federated learning
2023 · Sakib Anwar Rieyan, Md. Raisul Kabir News, et al. · Information Fusion · 73
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A survey of Big Data dimensions vs Social Networks analysis
2020 · Michele Ianni, Elio Masciari, et al. · Journal of Intelligent Information Systems · 65
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Fast and effective Big Data exploration by clustering
2019 · Michele Ianni, Elio Masciari, et al. · Future Generation Computer Systems · 58
Federated Learning in radiomics: A comprehensive meta-survey on medical image analysis
2025 · Asaf Raza, Antonella Guzzo, et al. · Computer Methods and Programs in Biomedicine · 49
FL-Enhance: A federated learning framework for balancing non-IID data with augmented and shared compressed samples
2023 · Diletta Chiaro, Edoardo Prezioso, et al. · Information Fusion · 44
Predicting activities of daily living via temporal point processes: Approaches and experimental results
2021 · Giancarlo Fortino, Antonella Guzzo, et al. · Computers & Electrical Engineering · 33
Big Data Techniques For Supporting Accurate Predictions of Energy Production From Renewable Sources
2014 · Michelangelo Ceci, Roberto Corizzo, et al. · International Database Engineering and Applications Symposium (IDEAS) · 29
Demystifying machine learning models of massive IoT attack detection with Explainable AI for sustainable and secure future smart cities
2023 · Rabeya Khatun Muna, Muhammad Iqbal Hossain, et al. · Internet of Things · 28
Identification and prediction of attacks to industrial control systems using temporal point processes
2022 · Giancarlo Fortino, Claudia Greco, et al. · Journal of Ambient Intelligence and Humanized Computing · 17
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Exploiting Marked Temporal Point Processes for Predicting Activities of Daily Living
2020 · Giancarlo Fortino, Antonella Guzzo, et al. · IEEE International Conference on Human-Machine Systems (ICHMS) · 16
Modeling and efficiently detecting security-critical sequences of actions
2020 · Antonella Guzzo, Michele Ianni, et al. · Future Generation Computer Systems · 14
Enabling Obfuscation Detection in Binary Software Through eXplainable AI
2024 · Claudia Greco, Michele Ianni, et al. · IEEE Transactions on Emerging Topics in Computing · 13
DKSM: A Decentralized Kerberos Secure Service-Management Protocol for Internet of Things
2023 · Jiahui Chen, Hang Xiao, et al. · Internet of Things · 13
SCOUT: Security by computing OUTliers on activity logs
2023 · Michele Ianni, Elio Masciari · Computers & Security · 11
A formal framework for LLM-assisted automated generation of Zeek signatures from binary artifacts
2025 · Claudia Greco, Michele Ianni · Future Generation Computer Systems · 10
Neural Network based Temporal Point Processes for Attack Detection in Industrial Control Systems
2022 · Giancarlo Fortino, Claudia Greco, et al. · IEEE International Conference on Cyber Security and Resilience (CSR) · 10
Explaining Binary Obfuscation
2023 · Claudia Greco, Michele Ianni, et al. · IEEE International Conference on Cyber Security and Resilience (CSR) · 9
Tarnhelm: Isolated, Transparent & Confidential Execution of Arbitrary Code in ARM's TrustZone
2021 · Davide Quarta, Michele Ianni, et al. · 8
A cross-architecture malware detection approach based on intermediate representation
2025 · Claudia Greco, Michele Ianni · Journal of Information Security and Applications · 7
Exploiting Bytecode Analysis for Reentrancy Vulnerability Detection in Ethereum Smart Contracts
2023 · Usman Tahir, Fiza Siyal, et al. · 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) · 6
Clustering Goes Big: CLUBS-P, an Algorithm for Unsupervised Clustering Around Centroids Tailored For Big Data Applications
2018 · Michele Ianni, Elio Masciari, et al. · Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP) · 6
SigIL: A Signature-Based Approach of Malware Detection on Intermediate Language
2024 · Giancarlo Fortino, Claudia Greco, et al. · Lecture notes in computer science · 5
Exploiting number theory for dynamic software watermarking
2023 · Mila Dalla Preda, Michele Ianni · Journal of Computer Virology and Hacking Techniques · 5
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A compact encoding of security logs for high performance activity detection
2021 · Michele Ianni, Elio Masciari DIETI · Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP) · 5
Works count: 67
Citation count: 1,069
H-index: 13
I10-index: 17
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