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- posterOctober 2023
Poster: QUIC is not Quick Enough over Fast Internet
IMC '23: Proceedings of the 2023 ACM on Internet Measurement ConferencePages 730–731https://doi.org/10.1145/3618257.3625002QUIC is a multiplexed transport-layer protocol over UDP and comes with enforced encryption. It is expected to be a game-changer in improving web application performance. Together with the network layer and layers below, UDP, QUIC, and HTTP/3 form a new ...
- posterOctober 2023
Poster: Towards a Publicly Available Framework to Process Traceroutes with MetaTrace
IMC '23: Proceedings of the 2023 ACM on Internet Measurement ConferencePages 728–729https://doi.org/10.1145/3618257.3625001The objective of this research is to contribute towards the development of an open-source framework for processing large-scale traceroute datasets. By providing such a framework, we aim to benefit the community by saving time in everyday traceroute ...
- posterOctober 2023
Poster: Empirically Testing the PacketLab Model
IMC '23: Proceedings of the 2023 ACM on Internet Measurement ConferencePages 724–725https://doi.org/10.1145/3618257.3624999PacketLab is a recently proposed model for accessing remote vantage points. The core design is for the vantage points to export low-level network operations that measurement researchers could rely on to construct more complex measurements. Motivating the ...
- posterOctober 2023
Poster: Modified Dynamic Beta RED -- A New AQM Algorithm for Internet Congestion Control
IMC '23: Proceedings of the 2023 ACM on Internet Measurement ConferencePages 718–719https://doi.org/10.1145/3618257.3624996In this work we present a performance study of modified Dynamic Beta RED (mDBetaRED), a new Active Queue Management (AQM) RED-type algorithm based on dynamical variants with the ability to adapt to the characteristics of mixed networks. As well, we rely ...
- short-paperOctober 2023
Thou Shalt Not Reject: Analyzing Accept-Or-Pay Cookie Banners on the Web
IMC '23: Proceedings of the 2023 ACM on Internet Measurement ConferencePages 154–161https://doi.org/10.1145/3618257.3624846Privacy regulations have led to many websites showing cookie banners to their users. Usually, cookie banners present the user with the option to "accept" or "reject" cookies. Recently, a new form of paywall-like cookie banner has taken hold on the Web, ...
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- short-paperOctober 2023
An LLM-based Framework for Fingerprinting Internet-connected Devices
IMC '23: Proceedings of the 2023 ACM on Internet Measurement ConferencePages 478–484https://doi.org/10.1145/3618257.3624845In this paper we propose the use of large language models (LLMs) for characterizing, clustering, and fingerprinting raw text obtained from network measurements. To this end, We first train a transformer-based masked language model, namely RoBERTa, on a ...
- short-paperOctober 2023
Does It Spin? On the Adoption and Use of QUIC's Spin Bit
IMC '23: Proceedings of the 2023 ACM on Internet Measurement ConferencePages 554–560https://doi.org/10.1145/3618257.3624844Encrypted QUIC traffic complicates network management as traditional transport layer semantics can no longer be used for RTT or packet loss measurements. Addressing this challenge, QUIC includes an optional, carefully designed mechanism: the spin bit. ...
- short-paperOctober 2023
IRRegularities in the Internet Routing Registry
IMC '23: Proceedings of the 2023 ACM on Internet Measurement ConferencePages 104–110https://doi.org/10.1145/3618257.3624843The Internet Routing Registry (IRR) is a set of distributed databases used by networks to register routing policy information and to validate messages received in the Border Gateway Protocol (BGP). First deployed in the 1990s, the IRR remains the most ...
- short-paperOctober 2023
Not only E.T. Phones Home: Analysing the Native User Tracking of Mobile Browsers
- John Pegioudis,
- Emmanouil Papadogiannakis,
- Nicolas Kourtellis,
- Evangelos P. Markatos,
- Panagiotis Papadopoulos
IMC '23: Proceedings of the 2023 ACM on Internet Measurement ConferencePages 181–187https://doi.org/10.1145/3618257.3624842Contemporary browsers constitute a critical component of our everyday interactions with the Web. Similar to a small, but powerful operating system, a browser is responsible to fetch and run web apps locally, on the user's (mobile) device. Even though in ...
- short-paperOctober 2023
The Prevalence of Single Sign-On on the Web: Towards the Next Generation of Web Content Measurement
IMC '23: Proceedings of the 2023 ACM on Internet Measurement ConferencePages 124–130https://doi.org/10.1145/3618257.3624841Much of the content and structure of the Web remains inaccessible to evaluate at scale because it is gated by user authentication. This limitation restricts researchers to examining only a superficial layer of a website: the landing page or public, ...
- short-paperOctober 2023
Pushing Alias Resolution to the Limit
IMC '23: Proceedings of the 2023 ACM on Internet Measurement ConferencePages 584–590https://doi.org/10.1145/3618257.3624840In this paper, we show that utilizing multiple protocols offers a unique opportunity to improve IP alias resolution and dual-stack inference substantially. Our key observation is that prevalent protocols, e.g., SSH and BGP, reply to unsolicited requests ...
- short-paperOctober 2023
Extended DNS Errors: Unlocking the Full Potential of DNS Troubleshooting
IMC '23: Proceedings of the 2023 ACM on Internet Measurement ConferencePages 213–221https://doi.org/10.1145/3618257.3624835The Domain Name System (DNS) relies on response codes to confirm successful transactions or indicate anomalies. Yet, the codes are not sufficiently fine-grained to pinpoint the root causes of resolution failures. RFC~8914 (Extended DNS Errors or EDE) ...
- short-paperOctober 2023
Demystifying Web-based Mobile Extended Reality Accelerated by WebAssembly
IMC '23: Proceedings of the 2023 ACM on Internet Measurement ConferencePages 145–153https://doi.org/10.1145/3618257.3624833By combining various emerging technologies, mobile extended reality (XR) blends the real world with virtual content to create a spectrum of immersive experiences. Although Web-based XR can offer attractive features such as better accessibility, cross-...
- research-articleOctober 2023
Estimating WebRTC Video QoE Metrics Without Using Application Headers
IMC '23: Proceedings of the 2023 ACM on Internet Measurement ConferencePages 485–500https://doi.org/10.1145/3618257.3624828The increased use of video conferencing applications (VCAs) has made it critical to understand and support end-user quality of experience (QoE) by all stakeholders in the VCA ecosystem, especially network operators, who typically do not have direct ...
- research-articleOctober 2023
Characterizing and Modeling Session-Level Mobile Traffic Demands from Large-Scale Measurements
IMC '23: Proceedings of the 2023 ACM on Internet Measurement ConferencePages 696–709https://doi.org/10.1145/3618257.3624825We analyze 4G and 5G transport-layer sessions generated by a wide range of mobile services at over 282,000 base stations (BSs) of an operational mobile network, and carry out a statistical characterization of their demand rates, associated traffic volume ...
- research-articleOctober 2023
Understanding the Privacy Risks of Popular Search Engine Advertising Systems
IMC '23: Proceedings of the 2023 ACM on Internet Measurement ConferencePages 370–382https://doi.org/10.1145/3618257.3624823We present the first extensive measurement of the privacy properties of the advertising systems used by privacy-focused search engines. We propose an automated methodology to study the impact of clicking on search ads on three popularprivate search ...
- research-articleOctober 2023
ECN with QUIC: Challenges in the Wild
IMC '23: Proceedings of the 2023 ACM on Internet Measurement ConferencePages 540–553https://doi.org/10.1145/3618257.3624821TCP and QUIC can both leverage ECN to avoid congestion loss and its retransmission overhead. However, both protocols require support of their remote endpoints and it took two decades since the initial standardization of ECN for TCP to reach 80% ECN ...
- research-articleOctober 2023
Replication: Contrastive Learning and Data Augmentation in Traffic Classification Using a Flowpic Input Representation
IMC '23: Proceedings of the 2023 ACM on Internet Measurement ConferencePages 36–51https://doi.org/10.1145/3618257.3624820Over the last years we witnessed a renewed interest toward Traffic Classification (TC) captivated by the rise of Deep Learning (DL). Yet, the vast majority of TC literature lacks code artifacts, performance assessments across datasets and reference ...
- research-articleOctober 2023
PTPerf: On the Performance Evaluation of Tor Pluggable Transports
IMC '23: Proceedings of the 2023 ACM on Internet Measurement ConferencePages 501–525https://doi.org/10.1145/3618257.3624817Tor, one of the most popular censorship circumvention systems, faces regular blocking attempts by censors. Thus, to facilitate access, it relies on "pluggable transports" (PTs) that disguise Tor's traffic and make it hard for the adversary to block Tor. ...
- research-articleOctober 2023
Using Gaming Footage as a Source of Internet Latency Information
IMC '23: Proceedings of the 2023 ACM on Internet Measurement ConferencePages 606–626https://doi.org/10.1145/3618257.3624816Keeping track of Internet latency is a classic measurement problem. Open measurement platforms like RIPE Atlas are a great solution, but they also face challenges: preventing network overload that may result from uncontrolled active measurements, and ...