Michele Ianni

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 39

Top Topics

Attack Detection

High Performance Computing

Top Venues

Future Gener. Comput. Syst.

DASC/PiCom/CBDCom/CyberSciTech

Publications

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
An advanced data fabric architecture leveraging homomorphic encryption and federated learning. Inf. Fusion 102 (2024)
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
An advanced data fabric architecture leveraging homomorphic encryption and federated learning. CoRR (2024)
Mila Dalla Preda, Michele Ianni
Exploiting number theory for dynamic software watermarking. J. Comput. Virol. Hacking Tech. 20 (1) (2024)
Pian Qi, Diletta Chiaro, Antonella Guzzo, Michele Ianni, Giancarlo Fortino, Francesco Piccialli
Model aggregation techniques in federated learning: A comprehensive survey. Future Gener. Comput. Syst. 150 (2024)
Rabeya Khatun Muna, Muhammad Iqbal Hossain, Md. Golam Rabiul Alam, Mohammad Mehedi Hassan, Michele Ianni, Giancarlo Fortino
Demystifying machine learning models of massive IoT attack detection with Explainable AI for sustainable and secure future smart cities. Internet Things 24 (2023)
Claudia Greco, Michele Ianni, Antonella Guzzo, Giancarlo Fortino
Explaining Binary Obfuscation. CSR (2023)
Usman Tahir, Fiza Siyal, Michele Ianni, Antonella Guzzo, Giancarlo Fortino
Exploiting Bytecode Analysis for Reentrancy Vulnerability Detection in Ethereum Smart Contracts. DASC/PiCom/CBDCom/CyberSciTech (2023)
Giancarlo Fortino, Claudia Greco, Antonella Guzzo, Michele Ianni
Identification and prediction of attacks to industrial control systems using temporal point processes. J. Ambient Intell. Humaniz. Comput. 14 (5) (2023)
Giuseppe Beltrano, Claudia Greco, Michele Ianni, Giancarlo Fortino
Deep Learning-Based Detection of CSRF Vulnerabilities in Web Applications. DASC/PiCom/CBDCom/CyberSciTech (2023)
Giancarlo Fortino, Claudia Greco, Antonella Guzzo, Michele Ianni
SigIL: A Signature-Based Approach of Malware Detection on Intermediate Language. ESORICS Workshops (2) (2023)
Antonino Rullo, Michele Ianni, Edoardo Serra
Editorial: Security and privacy for the Internet of Things. Frontiers Comput. Sci. 5 (2023)
Jiahui Chen, Hang Xiao, Yushan Zheng, Mohammad Mehedi Hassan, Michele Ianni, Antonella Guzzo, Giancarlo Fortino
DKSM: A Decentralized Kerberos Secure Service-Management Protocol for Internet of Things. Internet Things 23 (2023)
Michele Ianni, Elio Masciari
SCOUT: Security by computing OUTliers on activity logs. Comput. Secur. 132 (2023)
Diletta Chiaro, Edoardo Prezioso, Michele Ianni, Fabio Giampaolo
FL-Enhance: A federated learning framework for balancing non-IID data with augmented and shared compressed samples. Inf. Fusion 98 (2023)
Michele Ianni, Elio Masciari
Some Experiments on High Performance Anomaly Detection. PDP (2022)
Giancarlo Fortino, Claudia Greco, Antonella Guzzo, Michele Ianni
Enabling Faster Security Assessment of Re-hosted Firmware. DASC/PiCom/CBDCom/CyberSciTech (2022)
Giancarlo Fortino, Claudia Greco, Antonella Guzzo, Michele Ianni
Neural Network based Temporal Point Processes for Attack Detection in Industrial Control Systems. CSR (2022)
Giancarlo Fortino, Antonella Guzzo, Michele Ianni, Francesco Leotta, Massimo Mecella
Activity Daily Living prediction with Marked Temporal Point Processes (Discussion Paper). SEBD (2021)
Davide Quarta, Michele Ianni, Aravind Machiry, Yanick Fratantonio, Eric Gustafson, Davide Balzarotti, Martina Lindorfer, Giovanni Vigna, Christopher Kruegel
Tarnhelm: Isolated, Transparent & Confidential Execution of Arbitrary Code in ARM's TrustZone. Checkmate@CCS (2021)
Michele Ianni, Elio Masciari
A compact encoding of security logs for high performance activity detection. PDP (2021)
Michele Ianni, Elio Masciari
Some experiments on activity outlier detection (Discussion Paper). SEBD (2021)
Michele Ianni, Elio Masciari, Giancarlo Sperlí
A survey of Big Data dimensions vs Social Networks analysis. J. Intell. Inf. Syst. 57 (1) (2021)
Giancarlo Fortino, Antonella Guzzo, Michele Ianni, Francesco Leotta, Massimo Mecella
Predicting activities of daily living via temporal point processes: Approaches and experimental results. Comput. Electr. Eng. 96 (Part) (2021)
Antonella Guzzo, Michele Ianni, Andrea Pugliese, Domenico Saccà
Modeling and efficiently detecting security-critical sequences of actions. Future Gener. Comput. Syst. 113 (2020)
Michele Ianni, Elio Masciari, Giuseppe M. Mazzeo, Mario Mezzanzanica, Carlo Zaniolo
Fast and effective Big Data exploration by clustering. Future Gener. Comput. Syst. 102 (2020)
Sergio Greco, Michele Ianni, Elio Masciari, Domenico Saccà, Irina Trubitsyna
Smart Data Exchange. SEBD (2020)
Giancarlo Fortino, Antonella Guzzo, Michele Ianni, Francesco Leotta, Massimo Mecella
Exploiting Marked Temporal Point Processes for Predicting Activities of Daily Living. ICHMS (2020)
Michele Ianni, Elio Masciari, Domenico Saccà
An Overview of the Endless Battle between Virus Writers and Detectors: How Compilers Can Be Used as an Evasion Technique. DATA (2019)
Michele Ianni, Elio Masciari, Giuseppe M. Mazzeo, Carlo Zaniolo
How to implement a big data clustering algorithm: a brief report on lesson learned. SAC (2019)
Michele Ianni, Elio Masciari, Domenico Saccà
Exotic Compilers as a Malware Evasion Technique. SEBD (2019)
Michele Ianni, Elio Masciari
Trusted Environments for Volunteer Computing. IRI (2018)
Michele Ianni, Elio Masciari, Giuseppe Massimiliano Mazzeo, Carlo Zaniolo
Clustering Goes Big: CLUBS-P, an Algorithm for Unsupervised Clustering Around Centroids Tailored For Big Data Applications. PDP (2018)
Nunziato Cassavia, Sergio Flesca, Michele Ianni, Elio Masciari, Chiara Pulice
Distributed computing by leveraging and rewarding idling user resources from P2P networks. J. Parallel Distributed Comput. 122 (2018)
Michele Ianni, Elio Masciari, Giuseppe M. Mazzeo, Carlo Zaniolo
Clustering Big Data. DATA (2018)
Michele Ianni, Elio Masciari, Giuseppe M. Mazzeo, Carlo Zaniolo
Efficient Big Data Clustering. IDEAS (2018)
Nunziato Cassavia, Sergio Flesca, Michele Ianni, Elio Masciari, Giuseppe Papuzzo, Chiara Pulice
A Peer to Peer Approach to Efficient High Performance Computing. PDP (2017)
Michele Ianni, Elio Masciari
Trusted Volunteer Computing. SEBD (2017)
Nunziato Cassavia, Sergio Flesca, Michele Ianni, Elio Masciari, Giuseppe Papuzzo, Chiara Pulice
Effective High Performance Computing using Peer To Peer Networks. HPCS (2017)
Nunziato Cassavia, Sergio Flesca, Michele Ianni, Elio Masciari, Giuseppe Papuzzo, Chiara Pulice
Efficient High Performance Computing by user networks. SEBD (2017)
Michelangelo Ceci, Roberto Corizzo, Fabio Fumarola, Michele Ianni, Donato Malerba, Gaspare Maria, Elio Masciari, Marco Oliverio, Aleksandra Rashkovska
Big Data Techniques For Supporting Accurate Predictions of Energy Production From Renewable Sources. IDEAS (2015)
Michelangelo Ceci, Roberto Corizzo, Fabio Fumarola, Michele Ianni, Donato Malerba, Gaspare Maria, Elio Masciari, Marco Oliverio, Aleksandra Rashkovska
VIPOC Project Research Summary (Discussion Paper). SEBD (2015)
Michele Ianni, Elio Masciari, Giuseppe Massimiliano Mazzeo, Marco Oliverio, Carlo Zaniolo
Hierarchical Big Data Clustering (Discussion Paper). SEBD (2015)