- JOB
- France
Job Information
- Organisation/Company
- CNRS
- Department
- Institut de Recherche en Informatique Fondamentale
- Research Field
- Computer scienceMathematics » Algorithms
- Researcher Profile
- First Stage Researcher (R1)
- Country
- France
- Application Deadline
- Type of Contract
- Temporary
- Job Status
- Full-time
- Hours Per Week
- 35
- Offer Starting Date
- Is the job funded through the EU Research Framework Programme?
- Not funded by a EU programme
- Is the Job related to staff position within a Research Infrastructure?
- No
Offer Description
The team has expertise in cryptographic methods, algorithms, complexity theory, and neural networks, and includes among its permanent members notable researchers such as Simon Apers, Christina Boura, Geoffroy Couteau, Pierre Fraigniaud, Iordanis Kerenidis, Sophie Laplante, Frédéric Magniez, Claire Mathieu, Micuele Orrù, and Adrian Vladu.
This thesis will focus on the study of adversarial attacks against neural networks, drawing on structural analogies between these models and block ciphers. It will specifically explore the adaptation of classical attack techniques from cryptanalysis — such as differential and linear attacks — to the context of artificial intelligence. The objective is twofold: to identify new types of attacks and to propose appropriate countermeasures to enhance the robustness of these models.
Where to apply
Requirements
- Research Field
- Computer science
- Education Level
- PhD or equivalent
- Research Field
- Mathematics
- Education Level
- PhD or equivalent
- Languages
- FRENCH
- Level
- Basic
- Research Field
- Computer science
- Years of Research Experience
- None
- Research Field
- Mathematics » Algorithms
- Years of Research Experience
- None
Additional Information
- Website for additional job details
Work Location(s)
- Number of offers available
- 1
- Company/Institute
- Institut de Recherche en Informatique Fondamentale
- Country
- France
- City
- PARIS 13
- Geofield
Contact
- City
- PARIS 13