6 papers
Setting the Course, but Forgetting to Steer: Analyzing Compliance with GDPR's Right of Access to Data by Instagram, TikTok, and YouTube
Sai Keerthana Karnam, Abhisek Dash, Antariksh Das +6
The GDPR's Right of Access aims to empower users with control over their personal data via Data Download Packages (DDPs). However, their effectiveness is often compromised by incon…
Bowling with ChatGPT: On the Evolving User Interactions with Conversational AI Systems
Sai Keerthana Karnam, Abhisek Dash, Krishna P. Gummadi +3
Recent studies have discussed how users are increasingly using conversational AI systems, powered by LLMs, for information seeking, decision support, and even emotional support. Ho…
Judging by Appearances? Auditing and Intervening Vision-Language Models for Bail Prediction
Sagnik Basu, Shubham Prakash, Ashish Maruti Barge +4
Large language models (LLMs) have been extensively used for legal judgment prediction tasks based on case reports and crime history. However, with a surge in the availability of la…
ASR-FAIRBENCH: Measuring and Benchmarking Equity Across Speech Recognition Systems
Anand Rai, Satyam Rahangdale, Utkarsh Anand +1
Automatic Speech Recognition (ASR) systems have become ubiquitous in everyday applications, yet significant disparities in performance across diverse demographic groups persist. In…
Exploring Disparity-Accuracy Trade-offs in Face Recognition Systems: The Role of Datasets, Architectures, and Loss Functions
Siddharth D Jaiswal, Sagnik Basu, Sandipan Sikdar +1
Automated Face Recognition Systems (FRSs), developed using deep learning models, are deployed worldwide for identity verification and facial attribute analysis. The performance of…
DENOASR: Debiasing ASRs through Selective Denoising
Anand Kumar Rai, Siddharth D Jaiswal, Shubham Prakash +2
Automatic Speech Recognition (ASR) systems have been examined and shown to exhibit biases toward particular groups of individuals, influenced by factors such as demographic traits,…