Towards a Federated Intrusion Detection System based on Neuromorphic Computing

Authors: Lofu, Domenico, Sorino, Paolo, Di Noia, Tommaso, Di Sciascio, Eugenio

Source: 2024 9th International Conference on Smart and Sustainable Technologies (SpliTech) Smart and Sustainable Technologies (SpliTech), 2024 9th International Conference on. :1-5 Jun, 2024

Relation: 2024 9th International Conference on Smart and Sustainable Technologies (SpliTech)

A Novel Evaluation Perspective on GNNs-based Recommender Systems through the Topology of the User-Item Graph

Authors: Malitesta, Daniele, Pomo, Claudio, Anelli, Vito Walter, Mancino, Alberto Carlo Maria, Di Noia, Tommaso, Di Sciascio, Eugenio

Subject Terms: Computer Science - Information Retrieval

Access URL: http://arxiv.org/abs/2408.11762

A Pareto-Optimality-Based Approach for Selecting the Best Machine Learning Models in Mild Cognitive Impairment Prediction

Authors: Sorino, Paolo, Paparella, Vincenzo, Lofu, Domenico, Colafiglio, Tommaso, Di Sciascio, Eugenio, Narducci, Fedelucio, Sardone, Rodolfo, Di Noia, Tommaso

Source: 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC) Systems, Man, and Cybernetics (SMC), 2023 IEEE International Conference on. :3822-3827 Oct, 2023

Relation: 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

XAI4LLM. Let Machine Learning Models and LLMs Collaborate for Enhanced In-Context Learning in Healthcare

Authors: Nazary, Fatemeh, Deldjoo, Yashar, Di Noia, Tommaso, di Sciascio, Eugenio

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2405.06270

Exploring the Mental State Intersection by Brain-Computer Interfaces, Cellular Automata and Biofeedback

Authors: Colafiglio, Tommaso, Lofu, Domenico, Sorino, Paolo, Festa, Fabrizio, Di Noia, Tommaso, Di Sciascio, Eugenio

Source: IEEE EUROCON 2023 - 20th International Conference on Smart Technologies Smart Technologies, IEEE EUROCON 2023 - 20th International Conference on. :461-466 Jul, 2023

Relation: IEEE EUROCON 2023 - 20th International Conference on Smart Technologies

KGUF: Simple Knowledge-aware Graph-based Recommender with User-based Semantic Features Filtering

Authors: Bufi, Salvatore, Mancino, Alberto Carlo Maria, Ferrara, Antonio, Malitesta, Daniele, Di Noia, Tommaso, Di Sciascio, Eugenio

Subject Terms: Computer Science - Information Retrieval

Access URL: http://arxiv.org/abs/2403.20095

CPU-side comparison for Key Agreement between Tree Parity Machines and standard Cryptographic Primitives

Authors: Lofu, Domenico, Di Gennaro, Pietro, Sorino, Paolo, Di Noia, Tommaso, Di Sciascio, Eugenio

Source: 2022 12th International Conference on Dependable Systems, Services and Technologies (DESSERT) Dependable Systems, Services and Technologies (DESSERT), 2022 12th International Conference on. :1-6 Dec, 2022

Relation: 2022 12th International Conference on Dependable Systems, Services and Technologies (DESSERT)

An Artificial Neural Network Model to Assess Nutritional Factors Associated with Frailty in the Aging Population from Southern Italy

Authors: Castellana, Fabio, Aresta, Simona, Sorino, Paolo, Bortone, Ilaria, Lofu, Domenico, Narducci, Fedelucio, Di Noia, Tommaso, Di Sciascio, Eugenio, Sardone, Rodolfo

Source: 2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC) Systems, Man, and Cybernetics (SMC), 2022 IEEE International Conference on. :3228-3233 Oct, 2022

Relation: 2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

Cyber-Attack Mitigation in Cloud-Fog Environment Using an Ensemble Machine Learning Model

Authors: Nocera, Francesco, Abascia, Sergio, Fiore, Marco, Shah, Awais Aziz, Mongiello, Marina, Di Sciascio, Eugenio, Acciani, Giuseppe

Source: 2022 7th International Conference on Smart and Sustainable Technologies (SpliTech) Smart and Sustainable Technologies (SpliTech), 2022 7th International Conference on. :1-6 Jul, 2022

Relation: 2022 7th International Conference on Smart and Sustainable Technologies (SpliTech)

Formalizing Multimedia Recommendation through Multimodal Deep Learning

Authors: Malitesta, Daniele, Cornacchia, Giandomenico, Pomo, Claudio, Merra, Felice Antonio, Di Noia, Tommaso, Di Sciascio, Eugenio

Subject Terms: Computer Science - Information Retrieval

Access URL: http://arxiv.org/abs/2309.05273

Evaluating ChatGPT as a Recommender System: A Rigorous Approach

Authors: Di Palma, Dario, Biancofiore, Giovanni Maria, Anelli, Vito Walter, Narducci, Fedelucio, Di Noia, Tommaso, Di Sciascio, Eugenio

Subject Terms: Computer Science - Information Retrieval, Computer Science - Artificial Intelligence, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2309.03613

A Topology-aware Analysis of Graph Collaborative Filtering

Authors: Malitesta, Daniele, Pomo, Claudio, Anelli, Vito Walter, Mancino, Alberto Carlo Maria, Di Sciascio, Eugenio, Di Noia, Tommaso

Subject Terms: Computer Science - Information Retrieval

Access URL: http://arxiv.org/abs/2308.10778

Challenging the Myth of Graph Collaborative Filtering: a Reasoned and Reproducibility-driven Analysis

Authors: Anelli, Vito Walter, Malitesta, Daniele, Pomo, Claudio, Bellogín, Alejandro, Di Noia, Tommaso, Di Sciascio, Eugenio

Subject Terms: Computer Science - Information Retrieval, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2308.00404

A Situation Awareness Computational Intelligent Model for Metabolic Syndrome Management

Authors: Lofu, Domenico, Pazienza, Andrea, Ardito, Carmelo, Di Noia, Tommaso, Di Sciascio, Eugenio, Vitulano, Felice

Source: 2022 IEEE Conference on Cognitive and Computational Aspects of Situation Management (CogSIMA) Cognitive and Computational Aspects of Situation Management (CogSIMA), 2022 IEEE Conference on. :118-124 Jun, 2022

Relation: 2022 IEEE Conference on Cognitive and Computational Aspects of Situation Management (CogSIMA)

A User Behavior Analytics (UBA)- based solution using LSTM Neural Network to mitigate DDoS Attack in Fog and Cloud Environment

Authors: Nocera, Francesco, Demilito, Simone, Ladisa, Piergiorgio, Mongiello, Marina, Shah, Awais Aziz, Ahmad, Jawad, Di Sciascio, Eugenio

Source: 2022 2nd International Conference of Smart Systems and Emerging Technologies (SMARTTECH) SMARTTECH Smart Systems and Emerging Technologies (SMARTTECH), 2022 2nd International Conference of. :74-79 May, 2022

Relation: 2022 2nd International Conference of Smart Systems and Emerging Technologies (SMARTTECH)

Machine-learned Adversarial Attacks against Fault Prediction Systems in Smart Electrical Grids

Authors: Ardito, Carmelo, Deldjoo, Yashar, Di Noia, Tommaso, Di Sciascio, Eugenio, Nazary, Fatemeh, Servedio, Giovanni

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2303.18136

Counterfactual Reasoning for Bias Evaluation and Detection in a Fairness under Unawareness setting

Authors: Cornacchia, Giandomenico, Anelli, Vito Walter, Narducci, Fedelucio, Ragone, Azzurra, Di Sciascio, Eugenio

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Computers and Society

Access URL: http://arxiv.org/abs/2302.08204

Counterfactual Fair Opportunity: Measuring Decision Model Fairness with Counterfactual Reasoning

Authors: Cornacchia, Giandomenico, Anelli, Vito Walter, Narducci, Fedelucio, Ragone, Azzurra, Di Sciascio, Eugenio

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Computers and Society

Access URL: http://arxiv.org/abs/2302.08158

MAFUS: a Framework to predict mortality risk in MAFLD subjects

Authors: Lofù, Domenico, Sorino, Paolo, Colafiglio, Tommaso, Bonfiglio, Caterina, Narducci, Fedelucio, Di Noia, Tommaso, Di Sciascio, Eugenio

Subject Terms: Statistics - Machine Learning, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2301.06908

MORIX: Machine learning-aided framework for lethality detection and MORtality inference with eXplainable artificial intelligence in MAFLD subjects

Authors: Lofù, Domenico ^{a, ⁎}, Sorino, Paolo ^{a, ⁎}, Colafiglio, Tommaso ^b, Bonfiglio, Caterina ^c, Donghia, Rossella ^c, Giannelli, Gianluigi ^d, Lombardi, Angela ^a, Di Noia, Tommaso ^a, Di Sciascio, Eugenio ^a, Narducci, Fedelucio ^a

Source: In Computer Methods and Programs in Biomedicine Update 2025 7