Exploiting Internet of Things protocols for malicious data exfiltration activities I Vaccari, S Narteni, M Aiello, M Mongelli, E Cambiaso IEEE Access 9, 104261-104280, 2021 | 24 | 2021 |
eXplainable and reliable against adversarial machine learning in data analytics I Vaccari, A Carlevaro, S Narteni, E Cambiaso, M Mongelli IEEE Access 10, 83949-83970, 2022 | 16 | 2022 |
On the Intersection of Explainable and Reliable AI for physical fatigue prediction S Narteni, V Orani, E Cambiaso, M Rucco, M Mongelli IEEE Access 10, 76243-76260, 2022 | 13 | 2022 |
From explainable to reliable artificial intelligence S Narteni, M Ferretti, V Orani, I Vaccari, E Cambiaso, M Mongelli International Cross-Domain Conference for Machine Learning and Knowledge …, 2021 | 11 | 2021 |
Sensitivity of logic learning machine for reliability in safety-critical systems S Narteni, V Orani, I Vaccari, E Cambiaso, M Mongelli IEEE Intelligent Systems 37 (5), 66-74, 2022 | 8 | 2022 |
Perpetrate cyber-attacks using IoT devices as attack vector: the ESP8266 use case I Vaccari, S Narteni, M Mongelli, M Aiello, E Cambiaso CEUR Workshop Proceedings 2940, 35-46, 2021 | 6 | 2021 |
Evaluating the Possibility to Perpetrate Tunneling Attacks Exploiting Short-Message-Service. S Narteni, I Vaccari, M Mongelli, M Aiello, E Cambiaso J. Internet Serv. Inf. Secur. 11 (3), 30-46, 2021 | 5 | 2021 |
Rule-based out-of-distribution detection G De Bernardi, S Narteni, E Cambiaso, M Mongelli IEEE Transactions on Artificial Intelligence, 2023 | 4 | 2023 |
Dual-view single-shot multibox detector at urban intersections: Settings and performance evaluation M Lenatti, S Narteni, A Paglialonga, V Rampa, M Mongelli Sensors 23 (6), 3195, 2023 | 4 | 2023 |
Confiderai: Conformal interpretable-by-design score function for explainable and reliable artificial intelligence S Narteni, A Carlevaro, F Dabbene, M Muselli, M Mongelli Conformal and Probabilistic Prediction with Applications, 485-487, 2023 | 3 | 2023 |
A New XAI-based Evaluation of Generative Adversarial Networks for IMU Data Augmentation S Narteni, V Orani, E Ferrari, D Verda, E Cambiaso, M Mongelli 2022 IEEE International Conference on E-health Networking, Application …, 2022 | 2 | 2022 |
On The Detection Of Adversarial Attacks Through Reliable AI I Vaccari, A Carlevaro, S Narteni, E Cambiaso, M Mongelli IEEE INFOCOM 2022-IEEE Conference on Computer Communications Workshops …, 2022 | 2 | 2022 |
A probabilistic scaling approach to conformal predictions in binary image classification A Carlevaro, S Narteni, F Dabbene, T Alamo, M Mongelli The 13th Symposium on Conformal and Probabilistic Prediction with …, 2024 | 1 | 2024 |
Explainable artificial intelligence for cough-related quality of life impairment prediction in asthmatic patients S Narteni, I Baiardini, F Braido, M Mongelli Plos one 19 (3), e0292980, 2024 | 1 | 2024 |
Trustworthy artificial intelligence classification-based equivalent bandwidth control S Narteni, M Muselli, F Dabbene, M Mongelli Computer Communications 209, 260-272, 2023 | 1 | 2023 |
Weighted mutual information for out-of-distribution detection G De Bernardi, S Narteni, E Cambiaso, M Muselli, M Mongelli World Conference on Explainable Artificial Intelligence, 318-331, 2023 | 1 | 2023 |
Bag-of-words similarity in explainable AI S Narteni, M Ferretti, V Rampa, M Mongelli Proceedings of SAI Intelligent Systems Conference, 835-851, 2022 | 1 | 2022 |
Transparent Assessment of Automated Human Detection in Aerial Images via Explainable AI S Narteni, M Mongelli, J Rüter, C Torens, U Durak AIAA SCITECH 2025 Forum, 2676, 2025 | | 2025 |
Ensuring Safe Social Navigation via Explainable Probabilistic and Conformal Safety Regions S Narteni, A Carlevaro, J Guzzi, M Mongelli World Conference on Explainable Artificial Intelligence, 396-417, 2024 | | 2024 |
Application of the representative measure approach to assess the reliability of decision trees in dealing with unseen vehicle collision data J Perera-Lago, V Toscano-Durán, E Paluzo-Hidalgo, S Narteni, M Rucco World Conference on Explainable Artificial Intelligence, 384-395, 2024 | | 2024 |