arXiv (All)
open access
Can Rényi Accountants Beat Lossless Accountants for DP-SGD?
Recent frameworks in differential privacy (DP), such as privacy loss distributions and $f$-DP, provide lossless representations of the privacy leakage of mechanisms. These approaches are often considered to yield tighter $(\varepsilon, δ)$-DP guarantees than those obtained from relaxed notions such
Conceptio Open Archive
Analyze & explore related research in Conceptio
Connect this record directly into your research workflow or AI agent. Explore citations across open repositories, query full text, and export structured proof bundles.
This document is indexed with metadata only: full text is not available in the archive for this record. Open the official source ↗
Related documents
- Can Rényi Accountants Beat Lossless Accountants for DP-SGD?#1318912
- Between Privacy and Utility: On Differential Privacy in Theory and Practice#699355
- Protecting health privacy even when privacy is lost#400572
- Toward a Positive Theory of Privacy Law#462048
- Dobrushin Coefficients of Private Mechanisms Beyond Local Differential Privacy#1355960
Record · ID 1342000
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Bring this data into your agent: Connect via MCP or API · 20 free credits to start · no card required
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive