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PhD Research Position - Synthetic Data Generation and Privacy Analysis - Job Opportunity at IRISA (Institut de Recherche en Informatique et Systèmes Aléatoires)

Rennes, France
Contract
Entry-level
Posted: January 18, 2025
On-site
EUR 30,000-35,000 per year (standard French doctoral contract)

Benefits

Funded doctoral position through PEPR Cybersecurity IPoP project
Access to cutting-edge research facilities at IRISA
International research environment
Student-friendly city with affordable housing
Proximity to Paris and coastal areas

Key Responsibilities

Conduct research on privacy analysis for synthetic data generation
Study and analyze state-of-the-art attacks on synthetic data generation algorithms
Develop formal methods for risk analysis in data privacy
Model synthetic data generation environments
Design and implement privacy risk assessment algorithms
Contribute to privacy challenge competitions organization

Requirements

Education

Master's degree in Computer Science or related field

Required Skills

Strong background in cybersecurity English communication (oral and written) Machine learning knowledge (appreciated) Formal methods knowledge (appreciated) Research methodology Programming skills Privacy and security analysis
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Sauge AI Market Intelligence

Industry Trends

Growing demand for privacy-preserving synthetic data solutions in healthcare and financial sectors Increasing regulatory pressure for privacy-preserving data sharing mechanisms Rising importance of formal methods in privacy guarantees Expanding market for privacy-enhanced machine learning solutions

Role Significance

Part of the SPICY (Security and Privacy) research team, typically 5-10 researchers
Doctoral researcher position with significant autonomy in research direction while working under established professors

Key Projects

Development of novel privacy analysis frameworks Implementation of attack detection algorithms Contribution to international privacy challenges Publication in top-tier security and privacy conferences

Success Factors

Strong theoretical foundation in computer science and mathematics Ability to bridge formal methods with practical privacy challenges Publication track record in top venues Effective collaboration with international research community

Market Demand

High and growing, particularly in EU research institutions and tech companies focusing on privacy-preserving technologies

Important Skills

Critical Skills

Formal methods expertise for developing rigorous privacy analyses Understanding of privacy attack vectors and defense mechanisms Strong mathematical foundation for modeling complex systems

Beneficial Skills

Machine learning knowledge for synthetic data generation Programming skills for implementation and evaluation Project management for organizing privacy challenges

Unique Aspects

Integration of formal methods with practical privacy challenges
Direct involvement in real-world privacy competitions
Combination of theoretical and practical research outcomes
Strong connection to both academic and industry privacy communities

Career Growth

3-4 years for PhD completion, with potential for immediate transition to industry or post-doctoral positions

Potential Next Roles

Post-doctoral Researcher Privacy Research Scientist Security and Privacy Engineer Academic Faculty Position

Company Overview

IRISA (Institut de Recherche en Informatique et Systèmes Aléatoires)

IRISA is France's largest research laboratory in computer science and information technologies, with over 850 members

Leading academic institution in cybersecurity research with strong industry partnerships
Major research hub in Brittany with strong connections to Paris tech ecosystem
Collaborative academic environment with focus on international cooperation and scientific excellence
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