Daniel Perdices

Web browsing privacy in the deep learning era: Beyond VPNs and encryption

J. D. Vergara, Luis de Pedro, Daniel Perdices, 2022, Comput. Networks.

Assessing the Limits of Privacy and Data Usage for Web Browsing Analytics

Jorge E. López de Vergara, Daniel Perdices, Iván González, 2021, 2021 17th International Conference on Network and Service Management (CNSM).

On the Modeling of Multi-Point RTT Passive Measurements for Network Delay Monitoring

David Muelas, Iria Prieto, Daniel Perdices, 2019, IEEE Transactions on Network and Service Management.

Network Performance Monitoring with Flexible Models of Multi-Point Passive Measurements

Jorge E. López de Vergara, David Muelas, Daniel Perdices, 2018, 2018 14th International Conference on Network and Service Management (CNSM).

Natural language processing for web browsing analytics: Challenges, lessons learned, and opportunities

José Luis García-Dorado, Jorge E. López de Vergara, Javier Ramos, 2021, Comput. Networks.

Deep-FDA: Using Functional Data Analysis and Neural Networks to Characterize Network Services Time Series

Javier Ramos, Daniel Perdices, Jorge E. López de Vergara, 2021, IEEE Transactions on Network and Service Management.

When satellite is all you have: watching the internet from 550 ms

M. Mellia, Martino Trevisan, Danilo Giordano, 2022, IMC.

No Pictures, Please: Using eXplainable Artificial Intelligence to Demystify CNNs for Encrypted Network Packet Classification

J. E. López de Vergara, Daniel Perdices, Ernesto Luis-Bisbé, 2024, Applied Sciences.