Research

Job offers-

• Master's internship: Privacy-preserving SQL answers
  
• PhD: to be announced

Current research interests

• Data DE-identification, data privacy

 Past research interests

• Discrete systems (PseudoRandom Number Generators)
• 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 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): 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.

Projects

• 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

Conference organization

• Technical Program chair, 13e Atelier sur la Protection de la Vie Privée (APVP 2023), Arc et Senans, France, 12-15 juin 2023
  
• Organization member : 9ème Colloque International sur Analyse Statistique Implicative
  

TPC member::

• 8th edition of CNIL-Inria Privacy Award
  
• 11^th International Conference of Security, Privacy and Trust Management (SPTM 2023)
  
• Privacy Enhancing Technologies Symposium (PETS 2023, PETS 2024)
  
• The 29th International Conference on Neural Information Processing (ICONIP2022) 
  
• The 28th International Conference on Neural Information Processing (ICONIP2021) 
  
• The 18th IEEE International Conference on Advanced and Trusted Computing (ATC 2021)
  
• The 12th International Conference on Advances in Information Technology (IAIT2021)
  
• The 8th IEEE International Conference on Smart City and Informatization (iSCI 2020)
  
• The 27th International Conference on Neural Information Processing (ICONIP2020)
  
• 8th International Conference of Security, Privacy and Trust Management (SPTM 2020)
  
• Workshop on Mobile Applications (MobiApps 2019)
  
• 2nd SMART CITIES SYMPOSIUM (SCS'19)
  
• ICACI 2019 (The 11th International Conference on Advanced Computational Intelligence).
  

• IEEE International Conference on Advanced and Trusted Computing (2019, 2018)
  

• 2018 IEEE Middle East & North Africa COMMunications Conference  (MENACOMM 2018)
  

• International Conference on Neural Information Processing (2018)
  
• International Workshop on Data, Modeling, and Computation in IoT and Smart Systems (2018)
  
• Evolving Internet 2012, 2013, 2014
• B 2007, A-BZ 2008
• MAJECSTIC 2005, 2007

Invited speaker and session chair :

• Exposé au Réseau D’Interactions Bio-Maths de Besançon (2023-11) : "Prototyper sur des données médicales sensibles: possible grâce à une dé-identification garantie par confidentialité différentielle".
• INRIA Magnet seminar, (2023-10): "Differentially Private De-Identification of Clinical Textual Documents: application
  to ICD10 codes association"
• Journées nationales 2023 du GDR Sécurité Informatique. : quelques avancées en analyses de données multidimensionnelles respectueuses de la vie privée
  
• Springtime for data in BFC (in french) (2023-05) : Analyses respectueuses de la vie privée : un peu de théorie, un peu de pratique
  
• responsible for the panel discussion "What PVP Issues for Medical and Text Data Processing?" in the french conference APVP 21
  
• colloque national sur la protection des données de santé 2018.
  

Expert in ANR project evaluation

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