[URGENT][Job] Postdoc @INRIA @Amadeus Detection of fake identity for face recognition system

[Alix Lhéritier]

URGENT:

Inria Sophia Antipolis (National Institute for Research in Digital Science and Technology) and Amadeus (leading provider of IT solutions for the #Travel Industry) are looking for a #postdoctoral candidate to work on this trendy topic:
"Detection of fake identity for face recognition system".
- Suitable start date: 1st of March 2022
- Location: #SophiaAntipolis, France
- Contract duration: 12 months

If you or your contacts are interested, please contact Mourad BOUDIA mourad.boudia [at] amadeus.com and antitza.dantcheva [at] inria.fr
 
More information about the position:
Travel industry is one of the areas that are extensively leveraging the #FaceRecognition technology to improve the passenger experience and enforce security rules.
While the performance of face recognition has been significantly improved by deep convolutional neural networks (CNNs), deep learning models are vulnerable to specifically crafted attacks. Such attacks can entail morphed or edited images, as well as images generated by various algorithms, which have been created with the malicious purpose to mislead face recognition systems.
Recent related works show that generated adversarial images of this type impart the ability to be recognized by a human, and at the same time being misclassified by the deep learning models.
 
A key objective in this project has to do with developing a secure and trustworthy on-line submission system for facial images that can detect adversarially tampered facial images. This will allow for personal upload of facial images using smartphones, which can enhance speed and processes at airports, thus making travel a smoother experience.

#GAN #Security #AI #PostDoc #TrustworthyAI #FaceRecognition #Biometrics #Airports