Yousra CHABCHOUB
Associate Professor, PhD
I am currently an Associate Professor in the Computer Science Department at Isep, responsible for the Digital Security and Networks program. I am also an Associate Researcher in the RAP (Networks, Algorithms, and Probability) team at INRIA.
In 2005, I obtained my engineering degree from Télécom SudParis, specializing in Network Service Architectures, followed by a Master’s degree and PhD from Pierre and Marie Curie University in 2006 and 2009, respectively. During my PhD, I worked with the RAP team at INRIA in collaboration with Orange Labs on an RNRT project: OSCAR (Overlay networks Security, Characterization, Analysis, and Recovery). My main contribution was the design and development of software for attack detection in IP traffic.
Before joining Isep, I was a postdoctoral researcher at the Economic Intelligence Laboratory (BILab) at Télécom-ParisTech. I collaborated with EDF R&D on the management of Linky smart meters.
My research focuses on data mining, data stream management, and real-time anomaly detection.
Search interests:
> Data mining
> Data stream management
> Real time anomalies detection
Teaching:
> Object Oriented Programming
> Web Development
> Networks
> Advanced algorithmic
Journals:
- Maurras Ulbricht Togbe, Yousra Chabchoub, Aliou Boly, Raja Chiky, Mariam Barry, and Maroua Bahri, Anomalies detection using isolation in concept-drifting data streams. Computers (MDPI), 2021.
- Yousra Chabchoub, Rayane EL Sibai and Christine Fricker. Bike sharing systems: a new incentive rebalancing method based on spatial outliers detection. International Journal of Space-Based and Situated Computing, 2019.
- Amadou Fall, Zakia Kazi-Aoul, Aliou Boly and Yousra Chabchoub. C-SPARQL extension for sampling RDF graphs streams. Advances in Knowledge Discovery and Management (AKDM), volume 7, 2017.
- Yousra Chabchoub, Raja Chiky and Betul Dogan. How can Sliding HyperLogLog and EWMA detect portscan attacks in IP traffic? EURASIP Journal on Information Security, Special issue on Cyber-Crime : New Trends, Challenges and Detection, 2014.
- Yousra Chabchoub, Christine Fricker and Philippe Robert. Improving the detection of On-line Vertical Port Scan in IP Traffic. International Journal of Secure Software Engineering (IJSSE), 2013.
- Yousra Chabchoub, Christine Fricker, Fabrice Guillemin, and Philippe Robert. A stable statistical estimation of Internet traffic with application to sampling. Computer Communications Journal, 33(1) :103-112, 2009.
- Yousra Chabchoub, Christine Fricker, Fabrice Guillemin, and Philippe Robert. Inference of flow statistics via packet sampling in the Internet. IEEE Communications Letters, 12(12) : 897 - 899, 2008.
Useful links
