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Backdoor Attack Stealthiness Evaluation on CIFAR10

1SSIM

No Attack

-0.05040.22230.4950.7677May 23, 2024Sep 12, 2024Jan 3, 2025Apr 25, 2025Aug 16, 2025Dec 6, 2025Mar 29, 2026
Updated 18d ago

Evaluation Results

MethodLinks
2026.03
1------
2026.03
0.991836.83120.00420.97314.425--
2026.03
0.96537.4---52.4-
2024.05
0.963335.86490.0090.96916.32--
2026.03
0.954235.74350.00880.92416.357--
2026.03
0.91621.76---8.3-
2026.03
0.912531.47830.00060.87671.145--
2024.05
0.902532.40980.00030.86571.138--
2024.05
0.873716.24140.09640.891118.32--
2026.03
0.872516.53140.09420.886115.422--
2024.05
0.841729.67560.00940.9536.385--
2024.05
0.835514.1110.07690.8253.363--
2026.03
0.821714.13110.07430.83754.165--
2026.03
0.776115.27130.07510.65497.996--
2024.05
0.770414.23720.07430.66298.092--
2026.03
0.7774.88----0
2026.03
0.7474.4----0
2026.03
0.6960.98----0.0001
2026.03
0.6961.05----0.0001
2026.03
0.6660.74----0.0001
2026.03
0.6460.85----0.0001
2026.03
0.6173.94----0.0001
2024.05
0.598117.91730.04430.81735.084--
2026.03
0.584218.91450.04320.82336.128--
2024.05
0.495516.19250.140.67796.449--
2026.03
0.487717.13550.15020.63396.233--
2026.03
0.4670.48----0.0001
2026.03
0.1864.46----0.0004
2026.03
0.1563.67----0.0004
2026.03
0.1464.23----0.0003
2026.03
0.1362.99----0.0005
2024.05
0.121411.27870.15870.597172.22--
2026.03
0.159.23----0.0002
2026.03
0.0859.85----0.0002
2026.03
0.0859.52----0.0002
2026.03
0.0559.22----0.0002
2026.03
0.0461.37----0.0002
2026.03
0.0261.18----0.0002
2026.03
0.0261.19----0.0002
2026.03
-0.0160.97----0.0002