4 papers
WebSP-Eval: Evaluating Web Agents on Website Security and Privacy Tasks
Guruprasad Viswanathan Ramesh, Asmit Nayak, Basieem Siddique +1
Web agents automate browser tasks, ranging from simple form completion to complex workflows like ordering groceries. While current benchmarks evaluate general-purpose performance~(…
CounterFace: A Synthetic Face Dataset for Fine-Grained Counterfactual Evaluation of Face Recognition Systems
Guruprasad Viswanathan Ramesh, Ashish Hooda, Shimaa Ahmed +3
Face recognition (FR) systems are widely deployed in critical applications, making their reliability and robustness across diverse populations and conditions essential. Standard ev…
Limitations of Face Image Generation
Harrison Rosenberg, Shimaa Ahmed, Guruprasad V Ramesh +2
Text-to-image diffusion models have achieved widespread popularity due to their unprecedented image generation capability. In particular, their ability to synthesize and modify hum…
Federated Representation Learning for Automatic Speech Recognition
Guruprasad V Ramesh, Gopinath Chennupati, Milind Rao +3
Federated Learning (FL) is a privacy-preserving paradigm, allowing edge devices to learn collaboratively without sharing data. Edge devices like Alexa and Siri are prospective sour…