notesum.ai

Published at November 25

cs.CR

Released Date: November 25, 2024

Authors: Shiming Wang¹, Liyao Xiang¹, Bowei Cheng¹, Zhe Ji¹, Tianran Sun¹, Xinbing Wang¹

Aff.: ¹Shanghai Jiao Tong University

Auditors	DP-Sniper (Bichsel et al., 2021)	MPL (Askin et al., 2022)	Delta-Siege (Lokna et al., 2023)	DPSGD-Audit (Nasr et al., 2023)
Guarantee	$\epsilon$ -DP		$(\epsilon,\delta)$ -DP
Audited DP Mechanism	Laplace	Laplace	Laplace Gaussian	DP-SGD
	SVT	SVT
	RAPPOR	RAPPOR
Errors	FP	FP	FP $\&$ FN	FP