Showing cs.ITShow all
2 papers · 1 filter
cs.IT2026
Refined Differentially Private Linear Regression via Extension of a Free Lunch Result
Sasmita Harini S, Anshoo Tandon
As data-privacy regulations tighten and statistical models are increasingly deployed on sensitive human-sourced data, privacy-preserving linear regression has become a critical nec…
cs.IT2025
SKALD: Scalable K-Anonymisation for Large Datasets
Kailash Reddy, Novoneel Chakraborty, Amogh Dharmavaram +1
Data privacy and anonymisation are critical concerns in today's data-driven society, particularly when handling personal and sensitive user data. Regulatory frameworks worldwide re…