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Davide Andreoletti
Davide Andreoletti
PostDoc at SUPSI / PhD at Politecnico di Milano
Verified email at supsi.ch
Title
Cited by
Cited by
Year
Chatgpt or human? detect and explain. explaining decisions of machine learning model for detecting short chatgpt-generated text
S Mitrović, D Andreoletti, O Ayoub
arXiv preprint arXiv:2301.13852, 2023
1422023
Network traffic prediction based on diffusion convolutional recurrent neural networks
D Andreoletti, S Troia, F Musumeci, S Giordano, G Maier, M Tornatore
IEEE INFOCOM 2019-IEEE Conference on Computer Communications Workshops …, 2019
1152019
A privacy-preserving reinforcement learning algorithm for multi-domain virtual network embedding
D Andreoletti, T Velichkova, G Verticale, M Tornatore, S Giordano
IEEE Transactions on Network and Service Management 17 (4), 2291-2304, 2020
232020
Measurement and control of geo-location privacy on Twitter
L Luceri, D Andreoletti, M Tornatore, T Braun, S Giordano
Online social networks and media 17, 100078, 2020
19*2020
Towards explainable artificial intelligence in optical networks: the use case of lightpath QoT estimation
O Ayoub, S Troia, D Andreoletti, A Bianco, M Tornatore, S Giordano, ...
Journal of Optical Communications and Networking 15 (1), A26-A38, 2022
162022
Discovering the Geographic Distribution of Live Videos' Users: A Privacy-Preserving Approach
D Andreoletti, S Giordano, G Verticale, M Tornatore
2018 IEEE Global Communications Conference (GLOBECOM), 1-6, 2018
112018
A privacy-preserving protocol for network-neutral caching in ISP networks
D Andreoletti, O Ayoub, C Rottondi, S Giordano, G Verticale, M Tornatore
IEEE Access 7, 160227-160240, 2019
102019
An open privacy-preserving and scalable protocol for a Network-Neutrality compliant caching
D Andreoletti, C Rottondi, S Giordano, G Verticale, M Tornatore
IEEE International Conference on Communications (ICC 2019), 2019
92019
Unsupervised feature learning for music structural analysis
M Buccoli, M Zanoni, A Sarti, S Tubaro, D Andreoletti
2016 24th European Signal Processing Conference (EUSIPCO), 993-997, 2016
92016
On the application of explainable artificial intelligence to lightpath QoT estimation
O Ayoub, A Bianco, D Andreoletti, S Troia, S Giordano, C Rottondi
Optical Fiber Communication Conference, M3F. 5, 2022
82022
Privacy-Preserving Multi-Operator Contact Tracing for Early Detection of Covid19 Contagions
D Andreoletti, O Ayoub, S Giordano, M Tornatore, G Verticale
https://arxiv.org/pdf/2007.10168.pdf, 2020
82020
Privacy-preserving caching in ISP networks
D Andreoletti, O Ayoub, S Giordano, G Verticale, M Tornatore
2019 IEEE 20th International Conference on High Performance Switching and …, 2019
82019
To be neutral or not neutral? The in-network caching dilemma
D Andreoletti, S Giordano, C Rottondi, M Tornatore, G Verticale
IEEE Internet Computing 22 (6), 18-26, 2018
72018
Network-based contact tracing for detection of covid-19 contagions: a privacy-preserving approach
D Andreoletti, O Ayoub, S Giordano, G Verticale, M Tornatore
IEEE Communications Magazine 59 (9), 42-48, 2021
62021
ChatGPT or human
S Mitrović, D Andreoletti, O Ayoub
Detect and explain. Explaining decisions of machine learning model for …, 2023
52023
Quantifying features’ contribution for ML-based quality-of-transmission estimation using explainable AI
O Ayoub, D Andreoletti, S Troia, S Giordano, A Bianco, C Rottondi
2022 European Conference on Optical Communication (ECOC), 1-4, 2022
52022
A Machine Learning Framework for Scalable Routing and Wavelength Assignment in Large Optical Networks
D Andreoletti, C Rottondi, A Bianco, S Giordano
Optical Fiber Communication Conference (OFC), 1--3, 2021
52021
Uprise-iot: User-centric privacy & security in the iot
S Giordano, V Morel, M Önen, M Musolesi, D Andreoletti, F Cardoso, ...
Security and Privacy in the Internet of Things: Challenges and Solutions, 44-60, 2020
52020
Optimal Cache Deployment for Video-on-Demand Delivery in Optical Metro-Area Networks
O Ayoub, F Musumeci, D Andreoletti, M Mussini, M Tornatore, A Pattavina
2018 IEEE Global Communications Conference (GLOBECOM), 1-6, 2018
52018
Victim Communication Stack (VCS) A flexible model to select the Human Attack Vector
E Frumento, F Freschi, D Andreoletti, A Consoli
Proceedings of the 12th International Conference on Availability …, 2017
52017
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Articles 1–20