ML Research Wiki / Benchmarks / Malware Classification / Microsoft Malware Classification Challenge

Microsoft Malware Classification Challenge

Malware Classification Benchmark

Performance Over Time

📊 Showing 3 results | 📏 Metric: Accuracy (10-fold)

Rank	Model	Paper	Accuracy (10-fold)	Date	Code
1	TPOT Classifier	Malware Classification Using Static Disassembly and Machine Learning	98.94	2021-12-10	📦 czs108/microsoft-malware-classification 📦 WahajJaved20/Malware-Classification-Using-Static-Disassembly-and-Machine-Learning
2	CNN BiLSTM - Reb Sampl	Deep learning at the shallow end: Malware classification for non-domain experts	98.20	2018-07-22	📦 ceadarireland/deeplearningattheshallowend
3	SEA	Sequential Embedding-based Attentive (SEA) classifier for malware classification	0.04	2023-02-11	📦 Muhammad4hmed/SEA

2021

TPOT Classifier

czs108/microsoft-malware-classification WahajJaved20/Malware-Classification-Using-Static-Disassembly-and-Machine-Learning

2018

CNN BiLSTM - Reb Sampl

ceadarireland/deeplearningattheshallowend

2023

SEA

Muhammad4hmed/SEA

Model	Paper	Accuracy (10-fold)	Date
TPOT Classifier	Malware Classification Using Static Disassembly a…	98.94	2021-12-10
CNN BiLSTM - Reb Sampl	Deep learning at the shallow end: Malware classif…	98.20	2018-07-22
SEA	Sequential Embedding-based Attentive (SEA) classi…	0.04	2023-02-11