Security Evaluation Of Neural Network Fpga Implementations
Há 4 dias
Organisation/Company: University of Lyon
Research Field: Computer science » Other
Researcher Profile: Recognised Researcher (R2)
Country: France
Application Deadline: 1 Dec 2024 - 00:00 (UTC)
Type of Contract: To be defined
Job Status: Negotiable
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
Aim of the work
The proposed work is open and adaptable according to the candidate's profile . The main objective is to study the security of AI Neural Network algorithm implementations on FPGAs , either at cloud or edge levels, against various types of attacks, such as adversarial attacks, input data extraction, or reverse engineering, and to propose countermeasures. The considered attack techniques can include side-channel attacks, fault injection, or cryptanalysis.
Profile of the candidate
PhD degree required in hardware security, computer science, or cryptography
Advanced skills in FPGA design (VHDL and/or HLS) and AI
Knowledge in hardware security, AI, and cryptanalysis is a plus
Autonomy and curiosity are necessary qualities
This position is held at the SESAM Team of the Hubert Curien Laboratory, University Jean-Monnet of Saint-Etienne / University of Lyon.
Duration : Postdoc 12-months with possibility of extension.
Start date : as soon as possible.
Benefits package :
Social Security coverage
Partial reimbursement of public transport costs
Paid holiday leave
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