About me
I recently completed my PhD at INSA Lyon, where I was supervised by Dr. Sonia Ben Mokhtar. My research so far has been devoted to building trustworthy distributed/decentralized ML systems (or to breaking them 😈). This has led me to explore a range of exciting topics:
- Federated and gossip-based learning architectures
- Semi-honest adversarial model (Membership Inference, Model Inversion, Attribute Inference…)
- PETs: Differentially private SGD, Secure Multiparty Computation
- Dishonest adversarial model (untargeted poisoning, backdoors)
- Robust optimization techniques