Michele Ianni

According to our database, Michele Ianni authored at least 42 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

An advanced data fabric architecture leveraging homomorphic encryption and federated learning.

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

Inf. Fusion, February, 2024

Model aggregation techniques in federated learning: A comprehensive survey.

Pian Qi, Diletta Chiaro, Antonella Guzzo, Michele Ianni, Giancarlo Fortino, Francesco Piccialli

Future Gener. Comput. Syst., January, 2024

Exploiting number theory for dynamic software watermarking.

Mila Dalla Preda, Michele Ianni

J. Comput. Virol. Hacking Tech., 2024

2023

Demystifying machine learning models of massive IoT attack detection with Explainable AI for sustainable and secure future smart cities.

Rabeya Khatun Muna, Muhammad Iqbal Hossain, Md. Golam Rabiul Alam, Mohammad Mehedi Hassan, Michele Ianni, Giancarlo Fortino

Internet Things, December, 2023

DKSM: A Decentralized Kerberos Secure Service-Management Protocol for Internet of Things.

Jiahui Chen, Hang Xiao, Yushan Zheng, Mohammad Mehedi Hassan, Michele Ianni, Antonella Guzzo, Giancarlo Fortino

Internet Things, October, 2023

SCOUT: Security by computing OUTliers on activity logs.

Michele Ianni, Elio Masciari

Comput. Secur., September, 2023

Identification and prediction of attacks to industrial control systems using temporal point processes.

Giancarlo Fortino, Claudia Greco, Antonella Guzzo, Michele Ianni

J. Ambient Intell. Humaniz. Comput., 2023

FL-Enhance: A federated learning framework for balancing non-IID data with augmented and shared compressed samples.

Diletta Chiaro, Edoardo Prezioso, Michele Ianni, Fabio Giampaolo

Inf. Fusion, 2023

Editorial: Security and privacy for the Internet of Things.

Antonino Rullo, Michele Ianni, Edoardo Serra

Frontiers Comput. Sci., 2023

SigIL: A Signature-Based Approach of Malware Detection on Intermediate Language.

Giancarlo Fortino, Claudia Greco, Antonella Guzzo, Michele Ianni

Proceedings of the Computer Security. ESORICS 2023 International Workshops, 2023

Exploiting Bytecode Analysis for Reentrancy Vulnerability Detection in Ethereum Smart Contracts.

Usman Tahir, Fiza Siyal, Michele Ianni, Antonella Guzzo, Giancarlo Fortino

Proceedings of the IEEE Intl Conf on Dependable, 2023

Deep Learning-Based Detection of CSRF Vulnerabilities in Web Applications.

Giuseppe Beltrano, Claudia Greco, Michele Ianni, Giancarlo Fortino

Proceedings of the IEEE Intl Conf on Dependable, 2023

Explaining Binary Obfuscation.

Claudia Greco, Michele Ianni, Antonella Guzzo, Giancarlo Fortino

Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2023

2022

Some Experiments on High Performance Anomaly Detection.

Michele Ianni, Elio Masciari

Proceedings of the 30th Euromicro International Conference on Parallel, 2022

Enabling Faster Security Assessment of Re-hosted Firmware.

Giancarlo Fortino, Claudia Greco, Antonella Guzzo, Michele Ianni

Proceedings of the IEEE Intl. Conf. on Dependable, 2022

Neural Network based Temporal Point Processes for Attack Detection in Industrial Control Systems.

Giancarlo Fortino, Claudia Greco, Antonella Guzzo, Michele Ianni

Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2022

2021

A survey of Big Data dimensions vs Social Networks analysis.

Michele Ianni, Elio Masciari, Giancarlo Sperlí

J. Intell. Inf. Syst., 2021

Predicting activities of daily living via temporal point processes: Approaches and experimental results.

Giancarlo Fortino, Antonella Guzzo, Michele Ianni, Francesco Leotta, Massimo Mecella

Comput. Electr. Eng., 2021

Some experiments on activity outlier detection (Discussion Paper).

Michele Ianni, Elio Masciari

Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021

Activity Daily Living prediction with Marked Temporal Point Processes (Discussion Paper).

Giancarlo Fortino, Antonella Guzzo, Michele Ianni, Francesco Leotta, Massimo Mecella

Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021

A compact encoding of security logs for high performance activity detection.

Michele Ianni, Elio Masciari

Proceedings of the 29th Euromicro International Conference on Parallel, 2021

Tarnhelm: Isolated, Transparent & Confidential Execution of Arbitrary Code in ARM's TrustZone.

Davide Quarta, Michele Ianni, Aravind Machiry, Yanick Fratantonio, Eric Gustafson, Davide Balzarotti, Martina Lindorfer, Giovanni Vigna, Christopher Kruegel

Proceedings of the Checkmate@CCS 2021, 2021

2020

Fast and effective Big Data exploration by clustering.

Michele Ianni, Elio Masciari, Giuseppe M. Mazzeo, Mario Mezzanzanica, Carlo Zaniolo

Future Gener. Comput. Syst., 2020

Modeling and efficiently detecting security-critical sequences of actions.

Antonella Guzzo, Michele Ianni, Andrea Pugliese, Domenico Saccà

Future Gener. Comput. Syst., 2020

Smart Data Exchange.

Sergio Greco, Michele Ianni, Elio Masciari, Domenico Saccà, Irina Trubitsyna

Proceedings of the 28th Italian Symposium on Advanced Database Systems, 2020

Exploiting Marked Temporal Point Processes for Predicting Activities of Daily Living.

Giancarlo Fortino, Antonella Guzzo, Michele Ianni, Francesco Leotta, Massimo Mecella

Proceedings of the IEEE International Conference on Human-Machine Systems, 2020

2019

Exotic Compilers as a Malware Evasion Technique.

Michele Ianni, Elio Masciari, Domenico Saccà

Proceedings of the 27th Italian Symposium on Advanced Database Systems, 2019

How to implement a big data clustering algorithm: a brief report on lesson learned.

Michele Ianni, Elio Masciari, Giuseppe M. Mazzeo, Carlo Zaniolo

Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

An Overview of the Endless Battle between Virus Writers and Detectors: How Compilers Can Be Used as an Evasion Technique.

Michele Ianni, Elio Masciari, Domenico Saccà

Proceedings of the 8th International Conference on Data Science, 2019

High Performance Computing by the Crowd.

Nunziato Cassavia, Sergio Flesca, Michele Ianni, Elio Masciari, Giuseppe Papuzzo, Chiara Pulice

Proceedings of the Intelligent Methods and Big Data in Industrial Applications., 2019

2018

Distributed computing by leveraging and rewarding idling user resources from P2P networks.

Nunziato Cassavia, Sergio Flesca, Michele Ianni, Elio Masciari, Chiara Pulice

J. Parallel Distributed Comput., 2018

Clustering Goes Big: CLUBS-P, an Algorithm for Unsupervised Clustering Around Centroids Tailored For Big Data Applications.

Michele Ianni, Elio Masciari, Giuseppe Massimiliano Mazzeo, Carlo Zaniolo

Proceedings of the 26th Euromicro International Conference on Parallel, 2018

Trusted Environments for Volunteer Computing.

Michele Ianni, Elio Masciari

Proceedings of the 2018 IEEE International Conference on Information Reuse and Integration, 2018

Efficient Big Data Clustering.

Michele Ianni, Elio Masciari, Giuseppe M. Mazzeo, Carlo Zaniolo

Proceedings of the 22nd International Database Engineering & Applications Symposium, 2018

Clustering Big Data.

Michele Ianni, Elio Masciari, Giuseppe M. Mazzeo, Carlo Zaniolo

Proceedings of the 7th International Conference on Data Science, 2018

2017

Trusted Volunteer Computing.

Michele Ianni, Elio Masciari

Proceedings of the 25th Italian Symposium on Advanced Database Systems, 2017

Efficient High Performance Computing by user networks.

Nunziato Cassavia, Sergio Flesca, Michele Ianni, Elio Masciari, Giuseppe Papuzzo, Chiara Pulice

Proceedings of the 25th Italian Symposium on Advanced Database Systems, 2017

A Peer to Peer Approach to Efficient High Performance Computing.

Nunziato Cassavia, Sergio Flesca, Michele Ianni, Elio Masciari, Giuseppe Papuzzo, Chiara Pulice

Proceedings of the 25th Euromicro International Conference on Parallel, 2017

Effective High Performance Computing using Peer To Peer Networks.

Nunziato Cassavia, Sergio Flesca, Michele Ianni, Elio Masciari, Giuseppe Papuzzo, Chiara Pulice

Proceedings of the 2017 International Conference on High Performance Computing & Simulation, 2017

2015

Hierarchical Big Data Clustering (Discussion Paper).

Michele Ianni, Elio Masciari, Giuseppe Massimiliano Mazzeo, Marco Oliverio, Carlo Zaniolo

Proceedings of the 23rd Italian Symposium on Advanced Database Systems, 2015

VIPOC Project Research Summary (Discussion Paper).

Michelangelo Ceci, Roberto Corizzo, Fabio Fumarola, Michele Ianni, Donato Malerba, Gaspare Maria, Elio Masciari, Marco Oliverio, Aleksandra Rashkovska

Proceedings of the 23rd Italian Symposium on Advanced Database Systems, 2015

Big Data Techniques For Supporting Accurate Predictions of Energy Production From Renewable Sources.

Michelangelo Ceci, Roberto Corizzo, Fabio Fumarola, Michele Ianni, Donato Malerba, Gaspare Maria, Elio Masciari, Marco Oliverio, Aleksandra Rashkovska

Proceedings of the 19th International Database Engineering & Applications Symposium, 2015