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- short-paperDecember 2024
A First View of Topics API Usage in the Wild
CoNEXT '24: Proceedings of the 20th International Conference on emerging Networking EXperiments and TechnologiesPages 48–54https://doi.org/10.1145/3680121.3697810Among several proposals for a privacy-preserving replacement of third-party cookies, Google's new Topics API is widely discussed as a possible solution. Some scepticism still lingers on the new paradigm from researchers and control bodies; however, the ...
- research-articleDecember 2024
TASP: Topic-based abstractive summarization of Facebook text posts
Expert Systems with Applications: An International Journal (EXWA), Volume 255, Issue PBhttps://doi.org/10.1016/j.eswa.2024.124567AbstractSummarizing trending topics in large collections of Facebook posts is particularly relevant to profile social user activities and interests. However, automatically generating these summaries poses significant challenges due to the high ...
Highlights- A tool for abstractive summarization of multi-post collections is proposed.
- It exploits topic modeling techniques to handle post heterogeneity.
- It overcomes the limitations of existing approaches summarizing one post at a time.
- research-articleAugust 2024
- research-articleSeptember 2023
<monospace>URLGEN</monospace>—Toward Automatic URL Generation Using GANs
IEEE Transactions on Network and Service Management (ITNSM), Volume 20, Issue 3Pages 3734–3746https://doi.org/10.1109/TNSM.2022.3225311URLs play an essential role on the Internet, allowing access to Web resources. Automatically generating URLs is helpful in various tasks, such as application debugging, API testing, and blocklist creation for security applications. Current testing suites ...
- abstractJune 2023
Second Data Economy Workshop (DEC)
SIGMOD '23: Companion of the 2023 International Conference on Management of DataPages 317–318https://doi.org/10.1145/3555041.3590825Welcome to the second ACM DATA ECONOMY WORKSHOP (DEC), co-located with ACM SIGCMOD 2023. Data-driven decision making through machine learning algorithms (ML) is transforming the way society and the economy work and is having a profound positive impact on ...
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- ArticleMarch 2023
Measuring the Performance of iCloud Private Relay
AbstractRecent developments in Internet protocols and services aim to provide enhanced security and privacy for users’ traffic. Apple’s iCloud Private Relay is a premier example of this trend, introducing a well-provisioned, multi-hop architecture to ...
- research-articleFebruary 2023
Attacking DoH and ECH: Does Server Name Encryption Protect Users’ Privacy?
ACM Transactions on Internet Technology (TOIT), Volume 23, Issue 1Article No.: 19, Pages 1–22https://doi.org/10.1145/3570726Privacy on the Internet has become a priority, and several efforts have been devoted to limit the leakage of personal information. Domain names, both in the TLS Client Hello and DNS traffic, are among the last pieces of information still visible to an ...
- research-articleJanuary 2023
Practical anonymization for data streams: z-anonymity and relation with k-anonymity
AbstractWith the advent of big data and the emergence of data markets, preserving individuals’ privacy has become of utmost importance. The classical response to this need is anonymization, i.e., sanitizing the information that, directly or ...
- research-articleOctober 2022
When satellite is all you have: watching the internet from 550 ms
IMC '22: Proceedings of the 22nd ACM Internet Measurement ConferencePages 137–150https://doi.org/10.1145/3517745.3561432Satellite Communication (SatCom) offers internet connectivity where traditional infrastructures are too expensive to deploy. When using satellites in a geostationary orbit, the distance from Earth forces a round trip time higher than 550 ms. Coupled ...
- research-articleOctober 2022
A first look at starlink performance
IMC '22: Proceedings of the 22nd ACM Internet Measurement ConferencePages 130–136https://doi.org/10.1145/3517745.3561416With new Low Earth Orbit satellite constellations such as Starlink, satellite-based Internet access is becoming an alternative to traditional fixed and wireless technologies with comparable throughputs and latencies. In this paper, we investigate the ...
- research-articleSeptember 2022
The Internet with Privacy Policies: Measuring The Web Upon Consent
ACM Transactions on the Web (TWEB), Volume 16, Issue 3Article No.: 15, Pages 1–24https://doi.org/10.1145/3555352To protect user privacy, legislators have regulated the use of tracking technologies, mandating the acquisition of users’ consent before collecting data. As a result, websites started showing more and more consent management modules–i.e., Consent Banners–...
- research-articleMay 2022
A PIMS Development Kit for New Personal Data Platforms
- Nikhil Jha,
- Martino Trevisan,
- Luca Vassio,
- Marco Mellia,
- Stefano Traverso,
- Alvaro Garcia-Recuero,
- Nikolaos Laoutaris,
- Amir Mehrjoo,
- Santiago Andrés Azcoitia,
- Ruben Cuevas Rumin,
- Kleomenis Katevas,
- Panagiotis Papadopoulos,
- Nicolas Kourtellis,
- Roberto Gonzalez,
- Xavi Olivares,
- George-Marios Kalatzantonakis-Jullien,
- Munindar P. Singh,
- Pradeep Murukannaiah
IEEE Internet Computing (IEEECS_INTERNET), Volume 26, Issue 3Pages 79–84https://doi.org/10.1109/MIC.2022.3157356The web ecosystem is based on a market where stakeholders collect and sell personal data, but nowadays users expect stronger guarantees of transparency and privacy. With the PIMCity personal information management system (PIMS) development kit, we provide ...
- research-articleApril 2022
A first look at HTTP/3 adoption and performance
Computer Communications (COMS), Volume 187, Issue CPages 115–124https://doi.org/10.1016/j.comcom.2022.02.005AbstractThe third version of the Hypertext Transfer Protocol (HTTP) is in the final standardization phase by the IETF. In addition to better security and greater flexibility, it promises performance benefits. HTTP/3 uses a more efficient ...
- articleJanuary 2022
Retina: An open-source tool for flexible analysis of RTC traffic
Computer Networks: The International Journal of Computer and Telecommunications Networking (CNTW), Volume 202, Issue Chttps://doi.org/10.1016/j.comnet.2021.108637AbstractRetina is an open-source command-line tool that produces rich and complex statistics from real-time communication (RTC) traffic. Starting from raw packet captures, it creates summaries of observed streams with flexible ...
- short-paperDecember 2021
Augmenting phishing squatting detection with GANs
CoNEXT-SW '21: Proceedings of the CoNEXT Student WorkshopPages 3–4https://doi.org/10.1145/3488658.3493787Current solutions to tackle phishing employ blocklists that are built from user reports or automatic approaches. They, however, fall short in detecting zero-day phishing attacks. We propose the use of Generative Adversarial Networks (GANs) to automate ...
- research-articleJanuary 2022
The stock exchange of influencers: a financial approach for studying fanbase variation trends
ASONAM '21: Proceedings of the 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and MiningPages 431–435https://doi.org/10.1145/3487351.3488413In many online social networks (OSNs), a limited portion of profiles emerges and reaches a large base of followers, i.e., the so-called social influencers. One of their main goals is to increase their fanbase to increase their visibility, engaging users ...
- research-articleMay 2021
What's my App?: ML-based classification of RTC applications
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 48, Issue 4Pages 41–44https://doi.org/10.1145/3466826.3466841With the spread of broadband Internet, Real-Time Communication (RTC) platforms have become increasingly popular and have transformed the way people communicate. Thus, it is fundamental that the network adopts traffic management policies that ensure ...
- research-articleJanuary 2021
Online Classification of RTC Traffic
- Gianluca Perna,
- Dena Markudova,
- Martino Trevisan,
- Paolo Garza,
- Michela Meo,
- Maurizio M. Munafò,
- Giovanna Carofiglio
2021 IEEE 18th Annual Consumer Communications & Networking Conference (CCNC)Pages 1–6https://doi.org/10.1109/CCNC49032.2021.9369470Real-time communication (RTC) platforms have become increasingly popular in the last decade, together with the spread of broadband Internet access. They are nowadays a fundamental means for connecting people and supporting the economy, which relies more ...
- research-articleNovember 2020
Realistic testing of RTC applications under mobile networks
CoNEXT '20: Proceedings of the 16th International Conference on emerging Networking EXperiments and TechnologiesPages 532–533https://doi.org/10.1145/3386367.3431661The increasing usage of Real-Time Communication (RTC) applications for leisure and remote working calls for realistic and reproducible techniques to test them. They are used under very different network conditions: from high-speed broadband networks, to ...
- research-articleNovember 2020
An Open Dataset of Operational Mobile Networks
- Ali Safari Khatouni,
- Martino Trevisan,
- Danilo Giordano,
- Mohammad Rajiullah,
- Stefan Alfredsson,
- Anna Brunstrom,
- Cise Midoglu,
- Özgü Alay
MobiWac '20: Proceedings of the 18th ACM Symposium on Mobility Management and Wireless AccessPages 83–90https://doi.org/10.1145/3416012.3424619Mobile networks have become ubiquitous and the primary means to access the Internet, and the traffic they generate has rapidly increased over the last years. The technology and service diversity in mobile networks call for extensive and accurate ...