Basileal Imana

Basileal Imana‘s research interests broadly lie in studying privacy and algorithmic fairness properties of real-world systems on the Internet. He is currently focused on developing novel methods for auditing the fairness of algorithms used to deliver content on social media platforms without introducing new privacy risks to platforms and users. Postdoc Scholar advised by Aleksandra…Continue Reading Basileal Imana

Ahmed Elkordy

Ahmed Elkordy’s research interest include privacy preserving, secure and efficient distributed machine learning at the edge. Specifically, Elkordy has been working towards filling the gap between the algorithmic advance of federated learning (FL) with secure model aggregation and its theoretical guarantees. He also has been working in developing efficient algorithms that ensure security against malicious…Continue Reading Ahmed Elkordy

Ismat Jarin

Ismat Jarin’s research interests include Privacy and Machine Learning, specifically, designing defense mechanisms to secure Machine Learning as a Service (MLaaS) systems. Additionally, she is interested in Differential Privacy, Federated Learning, and Adversarial Machine learning. PhD student advised by Athina Markopoulou….Continue Reading Ismat Jarin