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Malicious Package Detection on QUT-DV25 (test)

99AUC

MLP

Updated 1mo ago

Evaluation Results

Method	Links
MLP 2026.04		99	99	0.56	1.02	1,066	1,058	6	11
LeNet 2026.04		99	99	0.93	0.75	1,062	1,061	10	8
MDCNN 2026.04		99	99	1.12	0.93	1,060	1,059	12	10
NN 2026.04		99	99	0.56	0.93	1,066	1,059	6	10
CNN 2026.04		98	98	2.41	1.32	1,046	1,055	26	14
LSTM 2026.04		98	98	2.48	0.85	1,045	1,060	27	9
DistilGPT2 2026.04		98	98	1.86	1.41	1,052	1,054	20	15
RNN 2026.04		97	97	2.52	2.42	1,045	1,043	27	26
Transformer 2026.04		97	97	2.78	1.79	1,042	1,050	30	19
BERT 2026.04		97	97	3.22	1.61	1,037	1,052	35	17
RF 2026.04		96	96	3.23	4.77	1,038	1,017	34	52
SVM 2026.04		95	95	5.76	3.63	1,009	1,031	63	38
DT 2026.04		94	94	1.74	9.52	1,055	958	17	111
GB 2026.04		94	94	1.84	9.29	1,054	961	18	108