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Targeted Attack Detection on Alpaca OnlyTarget Medium

100TPR

PPL

Updated 1mo ago

Evaluation Results

Method	Links
PPL 2026.03		100	100
CleanGen 2026.03		100	100
PPL 2026.03		100	100
CleanGen 2026.03		100	100
ConfGuard 2026.03		100	31.7
PPL 2026.03		100	100
CleanGen 2026.03		100	100
ONION 2026.03		100	67.1
CleanGen 2026.03		100	100
ConfGuard 2026.03		100	31.7
CleanGen 2026.03		100	76.92
CleanGen 2026.03		100	79.6
CleanGen 2026.03		100	77.73
ConfGuard 2026.03		100	19.71
STRIP 2026.03		100	70.61
CleanGen 2026.03		100	82.66
ConfGuard 2026.03		100	19.47
ConfGuard 2026.03		99.79	17.9
DualSentinel 2026.03		99.79	8.66
DualSentinel 2026.03		99.6	16
STRIP 2026.03		99.6	75.4
PPL 2026.03		99.6	34.28
ConfGuard 2026.03		99.59	20.8
ConfGuard 2026.03		99.2	31.7
DualSentinel 2026.03		99.19	8.26
DualSentinel 2026.03		99	7.48
PPL 2026.03		98.79	34
STRIP 2026.03		98.79	76.11
ConfGuard 2026.03		98.7	31.7
DualSentinel 2026.03		98.59	9.41
STRIP 2026.03		98.39	78.83
PPL 2026.03		97.59	100
DualSentinel 2026.03		95.23	16
DualSentinel 2026.03		93.25	16
PPL 2026.03		92.4	34.01
STRIP 2026.03		89.5	74
ONION 2026.03		86.81	67.1
DualSentinel 2026.03		86.65	16
STRIP 2026.03		82.78	74
PPL 2026.03		76.7	33.6
STRIP 2026.03		75.82	74
STRIP 2026.03		70.39	74
ONION 2026.03		66	0.81
ONION 2026.03		51.2	0.81
ONION 2026.03		49.56	67.1
ONION 2026.03		46.67	67.1
Paragraph 2026.03		43.54	40.48
Paragraph 2026.03		43.2	47.54
Paragraph 2026.03		23.29	45.64
Paragraph 2026.03		9.21	6
Paragraph 2026.03		4.74	6
Paragraph 2026.03		3.2	45.71
Paragraph 2026.03		3.07	6
ONION 2026.03		1.61	0.8
Paragraph 2026.03		1.44	6
ONION 2026.03		0.8	0.82