3 papers
cs.HC2026
Designing for Ethical AI: HCI Feature Considerations to Improve Fairness and User Experience in AutoML use for Human Resources
Sundaraparipurnan Narayanan
This thesis examines the fairness of Automated Machine Learning (AutoML) tools in human resource hiring systems through the combined lenses of regulation, business strategy, and Hu…
cs.CL2025
Unmasking the Reality of PII Masking Models: Performance Gaps and the Call for Accountability
Devansh Singh, Sundaraparipurnan Narayanan
Privacy Masking is a critical concept under data privacy involving anonymization and de-anonymization of personally identifiable information (PII). Privacy masking techniques rely…
cs.CY2024
Decoding the Digital Fine Print: Navigating the potholes in Terms of service/ use of GenAI tools against the emerging need for Transparent and Trustworthy Tech Futures
Sundaraparipurnan Narayanan
The research investigates the crucial role of clear and intelligible terms of service in cultivating user trust and facilitating informed decision-making in the context of AI, in s…