Publisher
source

Inria

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PhD in Graph Foundation Models for Cybersecurity Inria in France

Degree Level

PhD

Field of study

Computer Science

Funding

PhD contract for 3 years with remuneration of 2300€ gross per month. Benefits include subsidized meals, partial public transport reimbursement, social benefits, training access, and social security.

Deadline

Nov 18, 2026

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Country

France

University

Inria

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Keywords

Computer Science
Information Technology
Cybersecurity
Intrusion Detection
Statistics
ML

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About this position

Inria is advertising a PhD position at the Inria Centre at the University of Rennes in Rennes, France, on graph foundation models for cybersecurity. The thesis explores how modern graph foundation models (GFM) can be applied to cyber tasks such as network flow classification, system log anomaly detection, malicious binary detection, and broader intrusion-detection-related problems.

The project sits at the intersection of computer science, machine learning, graph neural networks, and cybersecurity. It aims to study which graph representations, task formulations, and existing GFM architectures are most effective, and may also involve designing inference strategies, fine-tuning specialized models, or even pretraining new models for cybersecurity use cases. Additional directions include model compression through distillation and quantization.

Eligibility highlights: a graduate degree or equivalent is required. The post asks for expertise in security and knowledge of AI. French and English are required languages.

Funding: this is a 3-year PhD contract with a salary of 2300€ gross per month. Benefits include subsidized meals, partial public transport reimbursement, social benefits, training access, and social security.

Deadline: apply by 2026-11-18. The starting date is 2026-11-01.

How to apply: submit your application online on the Inria website. Prepare a CV, cover letter, and any recommendation letters. Applications sent through other channels may not be processed.

Funding details

PhD contract for 3 years with remuneration of 2300€ gross per month. Benefits include subsidized meals, partial public transport reimbursement, social benefits, training access, and social security.

What's required

Graduate degree or equivalent is required. The candidate should have expertise in security and knowledge of AI. French and English are required languages.

How to apply

Apply online on the Inria website. Submit a CV, cover letter, and any recommendation letters. Applications sent through other channels are not guaranteed to be processed.

More information can be found here

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