notesum.ai

Published at December 4

Pre-trained Multiple Latent Variable Generative Models are good defenders against Adversarial Attacks

cs.CV

Released Date: December 4, 2024

Authors: Dario Serez¹, Marco Cristani, Alessio Del Bue, Vittorio Murino, Pietro Morerio

Aff.: ¹Istituto Italiano di Tecnologia, Italy

Arxiv: http://arxiv.org/pdf/2412.03453v1

[Uncaptioned image]

Method	Optimized Params.
Trades [75]	$10^{7}$
A-VAE [78]	$10^{7}$
ND-VAE [28]	$10^{6}$
ours w/ BO	$10^{1}$
ours w/o BO	$0$