Hi there! I'm a Computer Science undergraduate at Effat University. My research interests focus on trustworthy machine learning. Specifically, I work on:
- Using encrypted training as an adversarial defense method for neural networks.
- Optimizing communication between parties in distributed learning settings to reduce bottlenecks.
- Developing regression models capable of out-of-distribution predictions with limited in-distribution data.
- Exploring hardware acceleration for homomorphic encryption and techniques for fitting long encrypted tensors onto GPUs.