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Benchmarks
Malware Detection on AI-Gen-Malware
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97.5
Accuracy
CogniCrypt
43.212
57.306
71.4
85.494
Mar 10, 2026
Accuracy
Precision
Recall
F1 Score
AUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Precision
Recall
F1 Score
AUC
CogniCrypt
LLM Backend=GPT-4
2026.03
97.5
98.2
96.8
97.5
99.3
angr-only
type=Symbolic
2026.03
78.2
80.5
75.9
78.1
84.5
MalConv
type=Deep Learning
2026.03
72.4
75.1
69.8
72.3
78.9
EMBER-GBDT
type=ML
2026.03
68.9
71.3
66.5
68.8
74.2
YARA
version=4.5.0, type=Ru...
2026.03
60.1
65.2
55
59.7
64.8
ClamAV
version=1.2.1, type=Si...
2026.03
45.3
50.1
40.5
44.8
52.3
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