notesum.ai

Published at December 10

cs.LG

I.2.6

Released Date: December 10, 2024

Authors: Yiqian Yang¹, Xihua Zhu, Fan Zhang²

Aff.: ¹Case Western Reserve University; ²Massachusetts Institute of Technology

Model	Adversarial	$\epsilon$ Range	Adaptive	Log Scaling
Base	No	-	-	-
Fixed-0.1	Yes	0.1	No	-
Prog-0.01-0.1	Yes	[0.01, 0.1]	No	-
Adap-0.01-0.1	Yes	[0.01, 0.1]	Yes	Yes
Adap-0.01-0.1-NL	Yes	[0.01, 0.1]	Yes	No
Prog-0.01-0.3	Yes	[0.01, 0.3]	No	-
Adap-0.01-0.3	Yes	[0.01, 0.3]	Yes	Yes