Current research interests

  • Discrete systems (PseudoRandom Number Generators)
  • Data DE-identification, data privacy

 Past research interests

  • Discrete dynamic systems: convergences , divergence, building chaotic functions, ANN learning of such a systems
  • Steganography, steganalysis, Watermarking

Reviewing journal articles (publon)

  • 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)

Current Phd students

  • Yakini TCHOUKA: Strengthening the reliability and security of Artificial Intelligence methods in a medical context
  • Remy SCHOLLER (with Eric BALLOT, Mines, Paritech): Detection of specific freight flows from the signaling data of a telecommunication network and under GDPR-compliant requirements
  • Marianne ABI KANAAN (with Talar ATECHIAN and Rony DARAZI): Emergency calls & privacy analysis

Former PhD students 

  • Heber HWANG-ARCOLEZI, with Bechara AL BOUNA and Xiaokui XIAO (5th of Jan 2022): now in Postdoctoral position in INRIA COMETE, LIX, Paris
  • Makram HATOUM (23th of Sept 2020)
  • Nancy AWAD (17th of Sept 2020): now Temporary Lecturer and Research AssistantTemporary Lecturer and Research Assistant @ INSA Centre Val de Loire
  • Mohamed Bakiri (08th of Januray 2018): now Research Engineer, CDTA, Alger, Algerie.
  • Nesrine KHERNANE (13th of November, 2017 dir. A. MOSTEFAOUI):
  • 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.


  • INTERREG RESPONSE (2017-2019): responsible for anonymizing fireman data
  • CADRAN, région BFC (2019-2021)
  • MLFIAB , région BFC (2020-2023)

Conference organization

TPC member::

Invited speaker and session chair :

Expert in ANR project evaluation

  • Astrid 2018
  • Data, Knowledge, Big data, Multimedia Content, Artificial Intelligence 2018