notesum.ai

Published at October 31

cs.LG

cs.CR

Released Date: October 31, 2024

Authors: Wenhan Chang¹, Tianqing Zhu¹, Yufeng Wu¹, Wanlei Zhou¹

Aff.: ¹Not specified

Method	$A_{t}$	$A_{g}$	$Fr$	$G$	$Time$
Retrain from scratch	$0.00$	$0.97$	$1.00$	$0.74$	$71.37s$
Random labels	$0.00$	$0.97$	$1.00$	$0.70$	$15.64s$
Amnesiac	$0.38$	$0.98$	$0.78$	$0.44$	$38.72s$
Boundary expanding	$0.13$	$0.95$	$0.91$	$0.65$	$69.21s$
Boundary shrink	$0.05$	$0.58$	$1.00$	$0.71$	$18.55s$
Neuronal path noise (GN)	$0.35$	$0.68$	$0.61$	$0.64$	$0.77s$
Neuronal path noise (LN)	$0.21$	$0.53$	$0.78$	$0.64$	$0.83s$
Neuronal path perturbation	$0.00$	$0.97$	$1.00$	$0.64$	$0.68s$