Job offers-
- Master's internship: Assistance in coding radiotherapy sessions using AI.
Current research interests
- Data de-identification, data privacy, privacy-enhancing technologies
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
- 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
- Lois ECOFFET (with Veronika SONIGO and Catuscia PALAMIDESSI): Towards Differentially Private SQL Query Interpretation:A Comprehensive Approach and Implementation inPostgreSQL
Former PhD students
- 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.
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::
- Le Printemps de l'IA (2024)
- 8th edition of CNIL-Inria Privacy Award
- 11th 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 :
- Invited to Sixth Junior Conference on Wireless and Optical Communications : Privacy-Aware Machine Learning: Some Progress
- Invited to Meeting RDI BMB "Au coeur de la santé" (2024-05), Assainissements pour des analyses respectueuses de la vie privée en santé
- Invited to LISTIC - Polytech Annecy-Chambéry (2024-01) : "Prototyping on sensitive medical
data: possible thanks to de-identification verifying Differential Privacy". - Talk at 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
- ANR AAP Generique 2024
- Astrid 2018
- Data, Knowledge, Big data, Multimedia Content, Artificial Intelligence 2018