Postdoctoral Researcher: AI Auditing & Security

1000scholars; Rennes; Presencial; EUR 42.000 - 54.000; Jornada completa

Descripción de la vacante

1000scholars in Rennes seeks a postdoctoral researcher to advance AI auditing and security research. You will work on hierarchical attacks, model fingerprinting, and the legality concerns of AI systems.

You will collaborate with Ph.D. students from the group, develop formal frameworks, and publish results in top venues while contributing to open problems at the intersection of audits and security.

Formación

• Advanced machine learning background, and theory of machine learning.
• Python coding skills for experiments.
• A good publication track record is mandatory.
• Fluency in English is mandatory.

Responsabilidades

• Devise a hierarchy of attacks to uncover the smallest attacks and how they might be composed into larger attacks.
• Explore the notion of distinguishability as a hierarchy backbone to assess information leakage from models.
• Collaborate with Ph.D. students and use algorithmic background to formalize the auditing-security bridge.

Conocimientos

Advanced ML background

Python coding

Publication track record

Fluency in English

Descripción del empleo

1000scholars in Rennes seeks a postdoctoral researcher to advance AI auditing and security research. You will work on hierarchical attacks, model fingerprinting, and the legality concerns of AI systems.

You will collaborate with Ph.D. students from the group, develop formal frameworks, and publish results in top venues while contributing to open problems at the intersection of audits and security.