13 citations · 26 across the 6 of their papers we have counts for
6 papers
Follow My Eyes: Backdoor Attacks on Goal-Directed Scanpath Prediction
Diana Romero, Mutahar Ali, Momin Ahmad Khan +3
Scanpath prediction models forecast the sequence of fixations a person makes while searching a scene, and increasingly serve as the upstream perception layer for foveated rendering…
Virtual Reality, Real Problems: A Longitudinal Security Analysis of VR Firmware
Vamsi Shankar Simhadri, Yichang Xiong, Habiba Farrukh +1
Virtual Reality (VR) technology is rapidly growing in recent years. VR devices such as Meta Quest 3 utilize numerous sensors to collect users' data to provide an immersive experien…
Understanding Users' Security and Privacy Concerns and Attitudes Towards Conversational AI Platforms
Mutahar Ali, Arjun Arunasalam, Habiba Farrukh
The widespread adoption of conversational AI platforms has introduced new security and privacy risks. While these risks and their mitigation strategies have been extensively resear…
New Metrics to Evaluate the Performance and Fairness of Personalized Federated Learning
Siddharth Divi, Yi-Shan Lin, Habiba Farrukh +1
In Federated Learning (FL), the clients learn a single global model (FedAvg) through a central aggregator. In this setting, the non-IID distribution of the data across clients rest…
Unifying Distillation with Personalization in Federated Learning
Siddharth Divi, Habiba Farrukh, Berkay Celik
Federated learning (FL) is a decentralized privacy-preserving learning technique in which clients learn a joint collaborative model through a central aggregator without sharing the…
S3: Side-Channel Attack on Stylus Pencil through Sensors
Habiba Farrukh, Tinghan Yang, Hanwen Xu +3
With smart devices being an essential part of our everyday lives, unsupervised access to the mobile sensors' data can result in a multitude of side-channel attacks. In this paper,…