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Davide Andreoletti
Davide Andreoletti
Researcher at SUPSI / PhD at Politecnico di Milano
Email verificata su supsi.ch
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Citata da
Citata da
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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
177*2023
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
1362019
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
272022
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
20*2020
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
112019
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
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
92022
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
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
82018
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
72021
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
62022
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
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
62017
Emotion Recognition in Adaptive Virtual Reality Settings: Challenges and Opportunities.
SMH Mousavi, B Khaertdinov, P Jeuris, E Hortal, D Andreoletti, ...
WAMWB@ MobileHCI, 1-20, 2023
52023
A framework for emotion-driven product design through virtual reality
D Andreoletti, M Paoliello, L Luceri, T Leidi, A Peternier, S Giordano
Special Sessions in the Advances in Information Systems and Technologies …, 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
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