Zied Ben-Houidi

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 34

Top Topics

Combinatorial Optimization

Traffic Analysis

Network Traffic

Top Venues

IEEE Trans. Netw. Serv. Manag.

IEEE Commun. Mag.

Publications

Matteo Boffa, Idilio Drago, Marco Mellia, Luca Vassio, Danilo Giordano, Rodolfo V. Valentim, Zied Ben-Houidi
LogPrécis: Unleashing language models for automated malicious log analysis. Comput. Secur. 141 (2024)
Luca Gioacchini, Idilio Drago, Marco Mellia, Zied Ben-Houidi, Dario Rossi
Generic Multi-modal Representation Learning for Network Traffic Analysis. CoRR (2024)
Raphaël Azorin, Zied Ben-Houidi, Massimo Gallo, Alessandro Finamore, Pietro Michiardi
Fine-grained Attention in Hierarchical Transformers for Tabular Time-series. CoRR (2024)
Luca Gioacchini, Marco Mellia, Luca Vassio, Idilio Drago, Giulia Milan, Zied Ben-Houidi, Dario Rossi
Cross-Network Embeddings Transfer for Traffic Analysis. IEEE Trans. Netw. Serv. Manag. 21 (3) (2024)
Ovidiu Iacoboaiea, Jonatan Krolikowski, Zied Ben-Houidi, Dario Rossi
From Design to Deployment of Zero Touch Deep Reinforcement Learning WLANs. IEEE Commun. Mag. 61 (2) (2023)
Matteo Boffa, Rodolfo Vieira Valentim, Luca Vassio, Danilo Giordano, Idilio Drago, Marco Mellia, Zied Ben-Houidi
LogPrécis: Unleashing Language Models for Automated Shell Log Analysis. CoRR (2023)
Jonatan Krolikowski, Zied Ben-Houidi, Dario Rossi
User-aware WLAN Transmit Power Control in the Wild. CoRR (2023)
Francesca Soro, Thomas Favale, Danilo Giordano, Idilio Drago, Tommaso Rescio, Marco Mellia, Zied Ben-Houidi, Dario Rossi
Enlightening the Darknets: Augmenting Darknet Visibility With Active Probes. IEEE Trans. Netw. Serv. Manag. 20 (4) (2023)
Luca Gioacchini, Luca Vassio, Marco Mellia, Idilio Drago, Zied Ben-Houidi, Dario Rossi
i-DarkVec: Incremental Embeddings for Darknet Traffic Analysis. ACM Trans. Internet Techn. 23 (3) (2023)
Matteo Boffa, Giulia Milan, Luca Vassio, Idilio Drago, Marco Mellia, Zied Ben-Houidi
Towards NLP-based Processing of Honeypot Logs. EuroS&P Workshops (2022)
Zied Ben-Houidi, Dario Rossi
Neural language models for network configuration: Opportunities and reality check. CoRR (2022)
Danilo Marinho Fernandes, Jonatan Krolikowski, Zied Ben-Houidi, Fuxing Chen, Dario Rossi
Cross-network transferable neural models for WLAN interference estimation. CoRR (2022)
Matteo Boffa, Luca Vassio, Marco Mellia, Idilio Drago, Giulia Milan, Zied Ben-Houidi, Dario Rossi
On using pretext tasks to learn representations from network logs. NativeNI@CoNEXT (2022)
Zied Ben-Houidi, Raphaël Azorin, Massimo Gallo, Alessandro Finamore, Dario Rossi
Towards a systematic multi-modal representation learning for network data. HotNets (2022)
Matteo Boffa, Zied Ben-Houidi, Jonatan Krolikowski, Dario Rossi
Neural combinatorial optimization beyond the TSP: Existing architectures under-represent graph structure. CoRR (2022)
Zied Ben-Houidi, Dario Rossi
Neural language models for network configuration: Opportunities and reality check. Comput. Commun. 193 (2022)
Ovidiu Iacoboaiea, Jonatan Krolikowski, Zied Ben-Houidi, Dario Rossi
From Design to Deployment of Zero-touch Deep Reinforcement Learning WLANs. CoRR (2022)
Danilo Marinho Fernandes, Jonatan Krolikowski, Zied Ben-Houidi, Fuxing Chen, Dario Rossi
Cross-network transferable neural models for WLAN interference estimation. GNNet@CoNEXT (2022)
Jonatan Krolikowski, Ovidiu Iacoboaiea, Zied Ben-Houidi, Dario Rossi
WiFi Dynoscope: Interpretable Real-Time WLAN Optimization. INFOCOM Workshops (2021)
Alexis Huet, Antoine Saverimoutou, Zied Ben-Houidi, Hao Shi, Shengming Cai, Jinchun Xu, Bertrand Mathieu, Dario Rossi
Deployable Models for Approximating Web QoE Metrics From Encrypted Traffic. IEEE Trans. Netw. Serv. Manag. 18 (3) (2021)
Luca Gioacchini, Luca Vassio, Marco Mellia, Idilio Drago, Zied Ben-Houidi, Dario Rossi
DarkVec: automatic analysis of darknet traffic with word embeddings. CoNEXT (2021)
Ovidiu Iacoboaiea, Jonatan Krolikowski, Zied Ben-Houidi, Dario Rossi
Real-Time Channel Management in WLANs: Deep Reinforcement Learning versus Heuristics. Networking (2021)
Alexis Huet, Zied Ben-Houidi, Bertrand Mathieu, Dario Rossi
Detecting Degradation of Web Browsing Quality of Experience. CNSM (2020)
Alexis Huet, Antoine Saverimoutou, Zied Ben-Houidi, Hao Shi, Shengming Cai, Jinchun Xu, Bertrand Mathieu, Dario Rossi
Revealing QoE of Web Users from Encrypted Network Traffic. Networking (2020)
Tobias Hoßfeld, Stefan Wunderer, André Beyer, Andrew Hall, Anika Schwind, Christian Gassner, Fabrice Guillemin, Florian Wamser, Krzysztof Wascinski, Matthias Hirth, Michael Seufert, Pedro Casas, Phuoc Tran-Gia, Werner Robitza, Wojciech Wascinski, Zied Ben-Houidi
White Paper on Crowdsourced Network and QoE Measurements - Definitions, Use Cases and Challenges. CoRR (2020)
Sarah Wassermann, Pedro Casas, Zied Ben-Houidi, Alexis Huet, Michael Seufert, Nikolas Wehner, Joshua Schüler, Shengming Cai, Hao Shi, Jinchun Xu, Tobias Hoßfeld, Dario Rossi
Are you on Mobile or Desktop? On the Impact of End-User Device on Web QoE Inference from Encrypted Traffic. CNSM (2020)
Alexis Huet, Zied Ben-Houidi, Shengming Cai, Hao Shi, Jinchun Xu, Dario Rossi
Web Quality of Experience from Encrypted Packets. SIGCOMM Posters and Demos (2019)
Zied Ben-Houidi, Giuseppe Scavo, Stefano Traverso, Renata Teixeira, Marco Mellia, Soumen Ganguly
The News We Like Are Not the News We Visit: News Categories Popularity in Usage Data. ICWSM (2019)
Luca Vassio, Idilio Drago, Marco Mellia, Zied Ben-Houidi, Mohamed Lamine Lamali
You, the Web, and Your Device: Longitudinal Characterization of Browsing Habits. ACM Trans. Web 12 (4) (2018)
Luca Vassio, Idilio Drago, Marco Mellia, Zied Ben-Houidi, Mohamed Lamine Lamali
You, the Web and Your Device: Longitudinal Characterization of Browsing Habits. CoRR (2018)
Giuseppe Scavo, Zied Ben-Houidi, Stefano Traverso, Renata Teixeira, Marco Mellia
WeBrowse: Leveraging User Clicks for Content Discovery in Communities of a Place. Proc. ACM Hum. Comput. Interact. 1 (CSCW) (2017)
Diego Perino, Massimo Gallo, Rafael P. Laufer, Zied Ben-Houidi, Fabio Pianese
A programmable data plane for heterogeneous NFV platforms. INFOCOM Workshops (2016)
Giuseppe Scavo, Zied Ben-Houidi, Stefano Traverso, Renata Teixeira, Marco Mellia
WeBrowse: Mining HTTP logs online for network-based content recommendation. CoRR (2016)
Zied Ben-Houidi
A Knowledge-Based Systems Approach to Reason About Networking. HotNets (2016)
Zied Ben-Houidi
From Rough Consensus to Automated Reasoning. CoRR (2015)
Brian Trammell, Pedro Casas, Dario Rossi, Arian Bär, Zied Ben-Houidi, Ilias Leontiadis, Tivadar Szemethy, Marco Mellia
mPlane: an intelligent measurement plane for the internet. IEEE Commun. Mag. 52 (5) (2014)
Zied Ben-Houidi, Giuseppe Scavo, Samir Ghamri-Doudane, Alessandro Finamore, Stefano Traverso, Marco Mellia
Gold Mining in a River of Internet Content Traffic. TMA (2014)
Diego Perino, Massimo Gallo, Roger Boislaigue, Leonardo Linguaglossa, Matteo Varvello, Giovanna Carofiglio, Luca Muscariello, Zied Ben-Houidi
A high speed information-centric network in a mobile backhaul setting. ICN (2014)
Zied Ben-Houidi, Hélia Pouyllau
The price of tussles: bankrupt in cyberspace? SIGMETRICS Perform. Evaluation Rev. 40 (2) (2012)
Zied Ben-Houidi, Mickael Meulle
A new VPN routing approach for large scale networks. ICNP (2010)
Zied Ben-Houidi, Mickael Meulle, Renata Teixeira
Understanding slow BGP routing table transfers. Internet Measurement Conference (2009)
Zied Ben-Houidi, Renata Teixeira, Marc Capelle
Origin of route explosion in virtual private networks. CoNEXT (2007)