IFIP TC6 Open Digital Library

7. TMA 2023: Napoli

7th Network Traffic Measurement and Analysis Conference, TMA 2023, Napoli, June 26-29, 2023

Johanna Ullrich, Zied Ben Houidi, Alessio Botta, Antonio Pescapè

IFIP Open Digital Library, ISBN: 978-3-903176-58-4



Contents

TMA 2023 Chairs Welcome and Table of Contents

Proceedings of the 7th Network Traffic Measurement and Analysis Conference

Johanna Ullrich, Zied Ben Houidi, Anna Sperotto, Alessio Botta, Antonio Pescapè

 

Traffic Classification & Modelling

Encrypted Traffic Classification: the QUIC Case

Jan Luxemburk, Karel Hynek, Tomas Cejka

 

Many or Few Samples? Comparing Transfer, Contrastive and Meta-Learning in Encrypted Traffic Classification

Idio Guarino, Chao Wang, Alessandro Finamore, Antonio Pescapé, Dario Rossi

 

dMAPAR-HMM: Reforming Traffic Model for Improving Performance Bound with Stochastic Network Calculus

Qingqing Yang, , Xi Peng, , Huiwen Yang,, Gong Zhang, Bo Bai

 

Extended Abstracts

Not all DGAs are Born the Same - Lexicographic based Detection of DGA Domains through AI/ML

Lucas Torrealba Aravena, Pedro Casas, Javier Bustos-Jim´enez, German Capdehourat, Mislav Findrik

 

Unevenly Spaced Time Series from Network Traffic

Josef Koumar, Tomas Cejka

 

Towards Detecting and Geolocalizing Web Scrapers with Round Trip Time Measurements

Elisa Chiapponi, Marc Dacier, Olivier Thonnard

 

Detecting IP-tracking proof interfaces by looking for NATs

Aurelien Buchet, Peter Snyder, Hamed Haddadi, Cristel Pelsser

 

Phishing in Style: Characterizing Phishing Websites in the Wild

David Hasselquist, Elsa Kihlberg Gawell, Axel Karlstrom, Niklas Carlsson

 

An Initial Look into the Performance Evolution of 5G Non-Standalone Networks

Giuseppe Caso, Mohammad Rajiullah, Konstantinos Kousias, Usman Ali, Luca De Nardis, Anna Brunstrom, Ozgu Alay, Marco Neri, Maria-Gabriella Di Benedetto

 

Packet Field Tree: a Hybrid Approach to Automated Protocol Reverse-Engineering

Alex Rohl, Matthew Roughan, Martin White, Alexander Chambers

 

France Through the Lens of Mobile Traffic Data

Orlando E. Martinez-Durive, Sachit Mishra, Cezary Ziemlicki, Stefania Rubrichi, Zbigniew Smoreda, Marco Fiore

 

Deep Generative Replay for Multivariate Time-Series Monitoring with Variational Autoencoders

Gaston Garcia Gonzalez, Pedro Casas, Alicia Fernandez

 

Investigating Gaze Behavior in Phishing Email Identification

Francesco Pietrantonio, Alessio Botta, Giorgio Ventre, Luigi Gallo, Stefania Zinno, Laura Mancuso, Roberta Presta

 

Security

Hazardous Echoes: The DNS Resolvers that Should Be Put on Mute

Ramin Yazdani, Yevheniya Nosyk, Ralph Holz, Maciej Korczynski, Mattijs Jonker, Anna Sperotto

 

W-Bad: Interception, Inspection, and Interference with Web Proxy Auto-Discovery (WPAD)

Casey Deccio

 

Your Code is 0000: An Analysis of the Disposable Phone Numbers Ecosystem

Jose Miguel Moreno, Srdjan Matic, Narseo Vallina-Rodriguez, Juan Tapiador

 

Insights on Network Infrastructure

An Analysis of War Impact on Ukrainian Critical Infrastructure through Network Measurements

Rishabh Singla, Shreyas Srinivasa, Narasimha Reddy, Jens Myrup Pedersen, Emmanouil Vasilomanolakis, Riccardo Bettati

 

Live Long and Prosper: Analyzing Long-Lived MOAS Prefixes in BGP

Khwaja Zubair Sediqi, Anja Feldmann, Oliver Gasser

 

Target Acquired? Evaluating Target Generation Algorithms for IPv6

Lion Steger, Liming Kuang, Johannes Zirngibl, Georg Carle, Oliver Gasser

 

Performance Analysis & Measurements

Instant Messaging Meets Video Conferencing: Studying the Performance of IM Video Calls

Laurenz Grote, Ike Kunze, Constantin Sander, Klaus Wehrle

 

A Worldwide Look Into Mobile Access Networks Through the Eyes of AmiGos

Matteo Varvello, Yasir Zaki

 

Longitudinal Analysis of Inter-city Network Delays

Selim Ozcan, Ioana Livadariu, Georgios Smaragdakis, Carsten Griwodz

 

The Human Factor

Bias in Internet Measurement Platforms

Pavlos Sermpezis, Lars Prehn, Sofia Kostoglou, Marcel Flores, Athena Vakali, Emile Aben

 

Errare humanum est: What do RFC Errata say about Internet Standards?

Stephen McQuistin, Mladen Karan, Prashant Khare, Colin Perkins, Matthew Purver, Patrick Healey, Ignacio Castro, Gareth Tyson

 

I refuse if you let me: Studying User Behavior with Privacy Banners at Scale

Nikhil Jha, Martino Trevisan, Marco Mellia, Rodrigo Irarrazaval, Daniel Fernandez