Ravi Mahankali

Working around rather than using it as intended: A think-aloud study of Differential Privacy library usability

Differential Privacy (DP) guarantees privacy-preserving data analysis, yet adoption remains limited. We conducted a think-aloud study with 22 Python developers of varied experience—they attempted two standard Differential Privacy analytics tasks across IBM DiffPrivLib, PyDP, and...