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Differential Privacy System Pros and Cons by Revanth Vennu is a document available to read on EtoBox.
What is Differential Privacy System Pros and Cons about?
This document discusses the pros and cons of a system that allows differential privacy and execution of untrusted code. The pros are that it preserves input privacy, allows setting an upper bound on computation sensitivity, and secures modifications to filesystems. The cons are that malicious code can increase computation time, privacy is not guaranteed without declaring keys in advance, accuracy may be low for high sensitivity inputs, and it does not declassify outputs after privacy budgets are spent.
- Author
- Revanth Vennu
- Language
- EN