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D-Index & Metrics

Computer Science

D-Index
46
Citations
8290
World Ranking
6868
National Ranking
149

Research.com Recognitions

  • 2015 - ACM Senior Member

Overview

Dario Rossi is affiliated with Télécom ParisTech in France and has contributed extensively to the field of Computer Science, with a primary focus on Artificial Intelligence, Computer Networks and Communications, and related disciplines. Their body of work spans a variety of specialized research areas, with a notable emphasis on network security, traffic analysis, and anomaly detection.

Their research covers several main topics including:

  • Network Security and Intrusion Detection
  • Internet Traffic Analysis and Secure E-voting
  • Anomaly Detection Techniques and Applications
  • Adversarial Robustness in Machine Learning
  • Genetic and Phenotypic Traits in Livestock
  • Privacy-Preserving Technologies in Data
  • Caching and Content Delivery

Some of Dario Rossi's recent papers demonstrate the depth and diversity of their research contributions. These include:

  • "Local Evaluation of Time Series Anomaly Detection Algorithms" (2022), published in the Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
  • "Deep Learning and Zero-Day Traffic Classification: Lessons Learned From a Commercial-Grade Dataset" (2021), IEEE Transactions on Network and Service Management
  • "I might try it: Marketing actions to reduce consumer disgust toward insect-based food" (2023), Journal of Retailing
  • "Benchmarking Class Incremental Learning in Deep Learning Traffic Classification" (2023), IEEE Transactions on Network and Service Management
  • "Online Anomaly Detection Leveraging Stream-Based Clustering and Real-Time Telemetry" (2020), IEEE Transactions on Network and Service Management

Dario Rossi has collaborated frequently with a number of co-authors in their academic work, among whom are:

  • Alessandro Finamore
  • Zied Ben Houidi
  • Lixuan Yang
  • J. González
  • Pietro Michiardi

Their publications have appeared across multiple venues, with the highest number of contributions in:

  • arXiv (Cornell University)
  • IEEE Transactions on Network and Service Management
  • Proceedings of the ACM on Networking
  • Revista Científica de la Facultad de Ciencias Veterinarias
  • Computer Networks

Dario Rossi holds the distinction of ACM Senior Member, awarded in 2015.

Best Publications

  • A Survey of Green Networking Research

    A. P. Bianzino;C. Chaudet;D. Rossi;Jean-Louis Rougier

  • Revealing skype traffic: when randomness plays with you

    Dario Bonfiglio;Marco Mellia;Michela Meo;Dario Rossi

  • Caching performance of content centric networks under multi-path routing (and more)

    D. Rossi;Giuseppe Rossini

  • On sizing CCN content stores by exploiting topological information

    Dario Rossi;Giuseppe Rossini

  • Experiences of Internet traffic monitoring with tstat

    A Finamore;M Mellia;M Meo;M M Munafo

  • Consumer Behaviour through the Eyes of Neurophysiological Measures: State-of-the-Art and Future Trends

    Patrizia Cherubino;Ana C. Martinez-Levy;Myriam Caratù;Giulia Cartocci

  • KISS: stochastic packet inspection classifier for UDP traffic

    Alessandro Finamore;Marco Mellia;Michela Meo;Dario Rossi

  • Support vector regression for link load prediction

    Paola Bermolen;Dario Rossi

  • Energy-aware routing: A reality check

    Aruna Prem Bianzino;Claude Chaudet;Federico Larroca;Dario Rossi

  • Detailed Analysis of Skype Traffic

    D. Bonfiglio;M. Mellia;M. Meo;D. Rossi

  • INFORM: a dynamic interest forwarding mechanism for information centric networking

    Raffaele Chiocchetti;Diego Perino;Giovanna Carofiglio;Dario Rossi

  • Reviewing traffic classification

    Silvio Valenti;Dario Rossi;Alberto Dainotti;Antonio Pescapè

  • LEDBAT: The New BitTorrent Congestion Control Protocol

    Dario Rossi;Claudio Testa;Silvio Valenti;Luca Muscariello

  • Coupling caching and forwarding: benefits, analysis, and implementation

    Giuseppe Rossini;Dario Rossi

  • ccnSim: An highly scalable CCN simulator

    Raffaele Chiocchetti;Dario Rossi;Giuseppe Rossini

  • Tracking Down Skype Traffic

    D. Bonfiglio;M. Mellia;M. Meo;N. Ritacca

  • Exploit the known or explore the unknown?: hamlet-like doubts in ICN

    Raffaele Chiocchetti;Dario Rossi;Giuseppe Rossini;Giovanna Carofiglio

  • Evaluating CCN multi-path interest forwarding strategies

    Giuseppe Rossini;Dario Rossi

  • A dive into the caching performance of Content Centric Networking

    Giuseppe Rossini;Dario Rossi

  • Network Awareness of P2P Live Streaming Applications: A Measurement Study

    D. Ciullo;M.A. Garcia;A. Horvath;E. Leonardi

Frequent Co-Authors

Marco Mellia
Marco Mellia Polytechnic University of Turin
Michela Meo
Michela Meo Polytechnic University of Turin
Emilio Leonardi
Emilio Leonardi Polytechnic University of Turin
Ilias Leontiadis
Ilias Leontiadis Facebook (United States)
Antonio Pescape
Antonio Pescape University of Naples Federico II
Paolo Giaccone
Paolo Giaccone Polytechnic University of Turin
Claudio Casetti
Claudio Casetti Polytechnic University of Turin
Stefano Moretti
Stefano Moretti University of Southampton
Gennaro Boggia
Gennaro Boggia Polytechnic University of Bari
Thomas Bonald
Thomas Bonald Télécom ParisTech

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