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Trojan Detection on CIFAR-10

20True Positives (TP)

DeepInspect

Updated 13d ago

Evaluation Results

Method	Links
DeepInspect 2022.10		20	2	0	18	0.95
TABOR 2022.10		20	3	0	17	0.93
K-arm 2022.10		20	0	0	20	1
FeatureRE 2022.10		20	1	0	19	0.98
FeatureRE 2022.10		19	1	1	19	0.95
ABS 2022.10		18	0	2	20	0.95
FeatureRE 2022.10		18	1	2	19	0.93
FeatureRE 2022.10		18	1	2	19	0.93
FeatureRE 2022.10		17	0	3	20	0.93
ABS 2022.10		13	0	7	20	0.83
ABS 2022.10		11	0	9	20	0.78
DeepInspect 2022.10		11	2	9	18	0.73
NC 2026.05		10	3	0	7	0.85
FeatuRE 2026.05		10	0	0	10	1
MIST 2026.05		10	0	0	10	1
MIST 2026.05		10	0	0	10	1
NC 2026.05		10	3	0	7	0.85
FeatuRE 2026.05		10	0	0	10	1
MIST 2026.05		10	0	0	10	1
MIST 2026.05		10	0	0	10	1
MIST 2026.05		10	0	0	10	1
FeatuRE 2026.05		10	0	0	10	1
MIST 2026.05		10	0	0	10	1
FeatuRE 2026.05		10	0	0	10	1
MIST 2026.05		10	0	0	10	1
K-arm 2022.10		9	0	11	20	0.73
NC 2026.05		9	3	1	7	0.8
ABS 2026.05		7	2	3	8	0.75
ABS 2026.05		7	2	3	8	0.75
MIST 2026.05		7	0	3	10	0.85
NC 2026.05		7	3	2	7	0.74
DeepInspect 2022.10		6	2	14	18	0.6
FeatuRE 2026.05		6	0	4	10	0.8
ABS 2026.05		6	2	4	8	0.7
ABS 2026.05		6	2	4	8	0.7
TABOR 2022.10		5	3	15	17	0.55
NC 2026.05		5	3	5	7	0.6
ABS 2026.05		5	2	5	8	0.65
FeatuRE 2026.05		5	0	5	10	0.75
ABS 2026.05		5	2	5	8	0.65
ABS 2026.05		5	2	5	8	0.65
ABS 2026.05		5	2	5	8	0.65
DeepInspect 2022.10		4	2	16	18	0.55
NC 2026.05		4	3	6	7	0.55
TABOR 2022.10		3	3	17	17	0.5
ABS 2022.10		3	0	17	20	0.58
TABOR 2022.10		3	3	17	17	0.5
NC 2026.05		3	3	7	7	0.5
NC 2026.05		3	3	7	7	0.5
K-arm 2022.10		2	0	18	20	0.55
ULP 2022.10		1	0	19	20	0.0053
FeatuRE 2026.05		1	0	9	10	0.55
K-arm 2022.10		0	0	20	20	0.5
FeatuRE 2026.05		0	0	10	10	0.5