Research

Discrete systems (PseudoRandom Number Generators)
Discrete dynamic systems: convergences , divergence, building chaotic functions, ANN learning of such a systems
Steganography, steganalysis, Watermarking

IEEE Transactions on Information Forensics and Security
Symmetry (MDPI)
IEEE Transactions on Computers
Future Internet (MDPI)
Applied Sciences (MDPI)
Sensors (MDPI)
Entropy (MDPI)
Journal of Electrical and Computer Engineering (Hindawi)
China Communications (China Institute of Communication)
Information (MDPI)
Annals of Telecommunications
International Journal of Sensors, Wireless Communications and Control (Bentham Science)
Mobile Information Systems (Hindawi)
Cryptography (MDPI)
The computer Journal (Oxford)
Multimedia Tool and application (Springer)

Marianne ABI KANAAN (with Talar ATECHIAN and Rony DARAZI): Emergency calls & privacy analysis
Aya CHERIGUI (Orange): Generation of synthetic data for mobility traces under strict privacy constraints

Remy SCHOLLER (with Eric BALLOT, Mines, Paritech, CIFRE Orange) Detection of specific freight flows from the signaling data of a telecommunication network and under GDPR-compliant requirements (9th. of Feb. 2024) : now engineer @ Orange).
Yakini TCHOUKA: De-identification of medical reports for machine learning tasks: application to ICD-10 code association (7th of Dec. 2023): now data scientist @ EXPLEO
Heber HWANG-ARCOLEZI, with Bechara AL BOUNA and Xiaokui XIAO (5th of Jan 2022): now Research Scientist at Inria Grenoble - Rhône-Alpes
Makram HATOUM (23th of Sept 2020)
Nancy AWAD (17th of Sept 2020): now Assistant Professor @ Université de Franche-Comté, Montbéliard, France
Mohamed Bakiri (08th of Januray 2018): now HDR/MRA Researcher at CDTA Alger, Algerie.
Nesrine KHERNANE (13th of November, 2017 dir. A. MOSTEFAOUI): now Security Consultant at KYTL Security
Bashar AL-NUAIMI (13th of October 2017): now Assistant Professor University of Diyala, Bakouba, Irak.
Yousra Fadil (9th of May 2017, dir. C.GUYEUX): now Assistant Professor University of Diyala, Bakouba, Irak.
Bassam Alkindy (17th of December 2015, dir. J.M. BAHI, with M. SALOMON): now Assistant Professor University of Al-Mustansiriyah, Irak.

Leader of the ANR DIFPRIPOS project: Making PostgreSQL Differentially Private for Transparent AI
MLFIAB , région BFC (2020-2023)
CADRAN, région BFC (2019-2021)
INTERREG RESPONSE (2017-2019): responsible for anonymizing fireman data