News
2026
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October
- We will hold GenXNet'26, the International Workshop on Generative and eXplainable Artificial Intelligence for Networking, in conjunction with IEEE WiMob 2026 (14–16 October 2026, Avignon, France).
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June
- Our paper Cross-network transferability of AI-based network intrusion detection systems in heterogeneous Internet of Things environments has been published in Computer Networks.
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May
- Our paper Synthetic Network Traffic Generation via Federated Generative AI for Traffic Classification has been presented at IEEE NOMS 2026.
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April
- Released MIRAGE-GenAI-2025, a human-generated dataset with the traffic of ChatGPT, Copilot and Gemini mobile apps.
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March
- Our paper From prompts to packets: A view from the network on ChatGPT, Copilot, and Gemini has been published in Computer Networks.
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February
- Our paper A multimodal and perturbation-aware learning approach for robust traffic classification has been published in Computer Networks.
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January
- Our paper A Federated and Incremental Network Intrusion Detection System for IoT Emerging Threats has been published in IEEE Transactions on Network and Service Management.
2025
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December
- Our paper Analyzing the impact of shifts in encrypted mobile-app traffic on multimodal few-shot learning has been published in Computer Networks.
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October
- We organized GenXNet'25, the International Workshop on Generative and eXplainable Artificial Intelligence for Networking, in conjunction with IEEE WiMob 2025 (20–22 October 2025, Marrakech, Morocco).
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June
- Our paper An integration perspective of security, privacy, and resource efficiency in IoT-Fog networks: A comprehensive survey has been published in Computer Networks.
- Our paper Explainable federated class incremental learning for Encrypted Network Traffic classification has been published in Computer Networks.
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March
- Our paper Attack-adaptive network intrusion detection systems for IoT networks through class incremental learning has been published in Computer Networks.
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February
- Our paper Mapping the Landscape of Generative AI in Network Monitoring and Management has been published in IEEE Transactions on Network and Service Management.
2024
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November
- Our paper A Survey on Explainable Artificial Intelligence for Internet Traffic Classification and Prediction, and Intrusion Detection has been published in IEEE Communications Surveys & Tutorials.
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September
- Released MIRAGE-Video, a human-generated dataset with the traffic of 14 video mobile apps.
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July
- We organized AI-DCS 2024, the International Workshop on Generative, Incremental, Adversarial, Explainable AI/ML in Distributed Computing Systems, in conjunction with IEEE ICDCS 2024 (23–26 July 2024, Jersey City, New Jersey, USA).
- Released MIRAGE-AppAct-2024, a human-generated dataset of 20 popular mobile apps labeled with both the app and the activity performed.
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March
- Our paper MEMENTO: A novel approach for class incremental learning of encrypted traffic has been published in Computer Networks.
2023
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December
- Our paper AI-Powered Internet Traffic Classification: Past, Present, and Future has been published in IEEE Communications Magazine.
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June
- Our paper Many or Few Samples?: Comparing Transfer, Contrastive and Meta-Learning in Encrypted Traffic Classification has been presented at TMA 2023.
- Our paper Benchmarking Class Incremental Learning in Deep Learning Traffic Classification has been published in IEEE Transactions on Network and Service Management.
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February
- Our paper Improving Performance, Reliability, and Feasibility in Multimodal Multitask Traffic Classification with XAI has been published in IEEE Transactions on Network and Service Management.
2022
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November
- Our paper Contextual counters and multimodal Deep Learning for activity-level traffic classification of mobile communication apps during COVID-19 pandemic has been published in Computer Networks.
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October
- Released MIRAGE-COVID-CCMA-2022, a human-generated dataset of communication and collaboration mobile apps that bloomed with the COVID-19 pandemic.
2021
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October
- Our paper Packet-level prediction of mobile-app traffic using multitask Deep Learning has been published in Computer Networks.
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August
- Our paper XAI Meets Mobile Traffic Classification: Understanding and Improving Multimodal Deep Learning Architectures has been published in IEEE Transactions on Network and Service Management.
- We organized IWNTA 2021, the International Workshop on Network Traffic Analytics, in conjunction with MobiSPC 2021 (9–12 August 2021, Leuven, Belgium).
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February
- Our paper The Art of Detecting Forwarding Detours has been published in IEEE Transactions on Network and Service Management.
- Our paper Characterization and Prediction of Mobile-App Traffic Using Markov Modeling has been published in IEEE Transactions on Network and Service Management.
2020
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November
- Our paper Characterization and analysis of cloud-to-user latency: The case of Azure and AWS has been published in Computer Networks.
2019
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October
- Our paper MIMETIC: Mobile encrypted traffic classification using multimodal deep learning has been published in Computer Networks.
- The MIRAGE paper won the Best Paper Award at the 4th IEEE International Conference on Computing, Communications and Security (ICCCS 2019) in Rome. The MIRAGE-2019 dataset is publicly available.
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June
- Our paper Know your Big Data Trade-offs when Classifying Encrypted Mobile Traffic with Deep Learning has been presented at TMA 2019.
- Our paper Hic Sunt Proxies: Unveiling Proxy Phenomena in Mobile Networks has been presented at TMA 2019.
- Our paper Filtering the Noise to Reveal Inter-Domain Lies has been presented at TMA 2019.
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February
- Our paper Mobile Encrypted Traffic Classification Using Deep Learning: Experimental Evaluation, Lessons Learned, and Challenges has been published in IEEE Transactions on Network and Service Management.
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January
- Our paper A Survey on Information and Communication Technologies for Industry 4.0: State-of-the-Art, Taxonomies, Perspectives, and Challenges has been published in IEEE Communications Surveys & Tutorials.
2018
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June
- Our paper Mobile Encrypted Traffic Classification Using Deep Learning has been presented at TMA 2018.
- We organized ICT4I40 2018, the Workshop on Information and Communication Technologies for Industry 4.0, in conjunction with IEEE ISCC 2018 (25–28 June 2018, Natal, Brazil).
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March
- Our paper Network Testing and Analytics has been published in IEEE Communications Magazine.
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February
- Our paper Anonymity Services Tor, I2P, JonDonym: Classifying in the Dark (Web) has been published in IEEE Transactions on Dependable and Secure Computing.
2017
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June
- Our paper SOMETIME: Software defined network-based available Bandwidth Measurement In MONROE has been presented at TMA 2017.
- Our paper Hic sunt NATs: Uncovering address translation with a smart traceroute has been presented at TMA 2017.
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February
- Our paper Measuring Networks Using IP Options has been published in IEEE Network.
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January
- Antonio Pescapè is guest editor of the IEEE Access Special Section The New Era of Smart Cities: Sensors, Communication Technologies, and Applications.
2016
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October
- Our paper On the performance of the wide-area networks interconnecting public-cloud datacenters around the globe has been published in Computer Networks.
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February
- Our paper Mining agile DNS traffic using graph analysis for cybercrime detection has been published in Computer Networks.
2015
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December
- Our paper “Detecting Middlebox Interference on Applications” has been presented at ACM CoNEXT 2015.
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November
- Our paper Measuring network throughput in the cloud: The case of Amazon EC2 has been published in Computer Networks.
- Traffic research group seeks for qualified and self-motivated graduate students and Post Docs. See details here.
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September
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April
- Our paper A consensus-based approach for platooning with inter-vehicular communications has been presented at IEEE INFOCOM 2015.
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March
- Our paper Internet Censorship detection: A survey has been published in Computer Networks.
2013
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October
- Traffic research group seeks for qualified and self-motivated graduate students and Post Docs. See details here.
2012
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January
- NVIDIA supported our research by kindly donating us a Tesla C2075 card.
2011
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November
- BISmark wins the TEA, Technologybiz Endorsement Award to recognize outstanding achievements in ICT research from South Italy as demonstrated through international acclaim.
- BISmark @ SCTE 2011
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October
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September
- BISmark "Klatch" released and shipped first batch of routers to beta testers in the USA.
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August
- D-ITG version 2.8.0-rc1 has been released.
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July
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June
- Google Public Policy Blog talks about BISmark
- Il Denaro talks about BISmark - printed version
- TIE @ MCS 2011 Workshop
- BISmark competes @ FCC Open Internet Apps Challenge.
- Released MERLIN platform.
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May
- BISmark "Capetown" released and deployed in South Africa.
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April
- TIE @ TMA 2011 Workshop
- TIE v1.0.0-beta3 has been released.
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January
2010
2009
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August
- TimeD information page added.
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March
- UANM information page added.
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January
- Book chapter on Wireless Networks Test-beds has been published A preview is available on google books.
2007
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February
- HMM Traffic Modeling Library: Added Matlab Library for Internet Traffic Modeling by means of Hidden Markov Models.
- Technical Report "How to set up and configure StarEast in Access Point Mode with Intel 2200 Wireless Network Interfaces" has been published.
- Hynetd (Hybrid Network Topology Discovery) 0.2.3 is on line.
- The TRACE/TIE room has been opened.
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January
- A TR on Intel IXP425 has been released
2006
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October
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July
- A minor fix for compilation issues was applied to the distribution of Plab.
- A new release of D-ITG is on line.
- Hynetd (Hybrid Network Topology Discovery) is on line.
- A bugfix to bitrate.m and a new script (bitrate2.m) in the Matlab Scripts section.
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May
- Instant Messaging traffic traces are on line.
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March
- Data Traces for Anomaly Detection are on line.
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February
- QoS Data Traces are on line.
- Traffic Traces are on line.
- Plab is on line.
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January
- The Publications page has been added.
- The Matlab Scripts page has been added.
- This site was born on January 1, 2006