Nawel Benarba

PhD Student
INSA Lyon - LIRIS laboratory 

Nawel Benarba

A PhD student at LIRIS laboratory, I am working with Prof Sara Bouchenak on  federated learning, with a particular focus on bias and privacy concerns. My work is driving advancements in computer science and ethical concerns. This blend of technological innovation and social awareness ensures that my research forge a path that is not only forward-thinking but also firmly rooted in ethical integrity, thus making a meaningful and responsible contribution to the field.

Research Interests

  • Fair, private, and trustworthy AI.
  • Resilient and highly available distributed systems.
  • Ethical, societal, and regulatory implications of AI and distributed technologies.

PhD Thesis

Bias, Fairness and Privacy Guarantees in Decentralized AI: Towards a Multi-Objective Approach

Towards the Future: My Next Steps

I am deeply committed to progressing in my research area, striving for impactful results that contribute significantly to the field. My ambition is to continuously push the boundaries of knowledge and to pursue a fulfilling research career, making meaningful contributions along the way.

Great works are performed not by strength but by perseverance.

 Samuel Johnson