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ResearchFormerly WizWand

Time-series forecasting on Synthetic High Entropy Periodic

0.1303RMSEVanilla
0.100250.3031570.5060650.708973Jun 16, 2026
Updated 4mo ago

Evaluation results

MethodLinks
VanillaAttack=PGD, ϵ=0.12026.060.1303
VanillaAttack=PGD, ϵ=0.22026.060.1304
VanillaAttack=PGD, ϵ=0.32026.060.1305
VanillaAttack=PGD, ϵ=0.52026.060.1305
MorphStrataAttack=PGD, ϵ=0.12026.060.1307
MorphStrataAttack=PGD, ϵ=0.22026.060.1308
MorphStrataAttack=PGD, ϵ=0.32026.060.131
MorphStrataAttack=PGD, ϵ=0.52026.060.1313
MorphStrataAttack=FGSM, ϵ=0.52026.060.1321
MorphStrataAttack=FGSM, ϵ=0.32026.060.1321
MorphStrataAttack=FGSM, ϵ=0.12026.060.1322
MorphStrataAttack=FGSM, ϵ=0.22026.060.1322
VanillaAttack=BIM, ϵ=0.12026.060.1323
VanillaAttack=BIM, ϵ=0.22026.060.1324
VanillaAttack=BIM, ϵ=0.32026.060.1324
VanillaAttack=BIM, ϵ=0.52026.060.1325
MorphStrataAttack=BIM, ϵ=0.12026.060.1336
MorphStrataAttack=BIM, ϵ=0.22026.060.1336
MorphStrataAttack=BIM, ϵ=0.32026.060.1336
MorphStrataAttack=BIM, ϵ=0.52026.060.1337
VanillaAttack=FGSM, ϵ=0.12026.060.1341
VanillaAttack=FGSM, ϵ=0.22026.060.1341
VanillaAttack=FGSM, ϵ=0.32026.060.1341
VanillaAttack=FGSM, ϵ=0.52026.060.1341
BaseAttack=FGSM, ϵ=0.12026.060.145
BaseAttack=FGSM, ϵ=0.22026.060.1453
BaseAttack=FGSM, ϵ=0.32026.060.1456
BaseAttack=FGSM, ϵ=0.52026.060.1457
BaseAttack=BIM, ϵ=0.12026.060.2485
BaseAttack=PGD, ϵ=0.12026.060.2485
BaseAttack=BIM, ϵ=0.22026.060.4271
BaseAttack=PGD, ϵ=0.22026.060.4271
BaseAttack=BIM, ϵ=0.32026.060.5996
BaseAttack=PGD, ϵ=0.32026.060.5996
BaseAttack=BIM, ϵ=0.52026.060.8818
BaseAttack=PGD, ϵ=0.52026.060.8818