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distilbert-coinminer-detection – AI Model by amitsec | AlphaNeural AI
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amitsec
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distilbert-coinminer-detection
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object-detection
google-bert/bert-base-uncased
finetune
mit
us
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This is pre-trained model for coinminer domain detection. I have trained the model on following dataset:
Coinminer domains: ~17K
Non-Coinminer Domains: 20K - From top 1million websites, 20K - whitelisted domain with various variations.
Usage: python3 coinminerdetection.py --model_path distilbert_coinminer.pt --input_file test_domains.txt --output_file results.txt
Classification Results:
Domain: xmrig.com --> Classified as: CoinMiner
Domain: google.com --> Classified as: Non-CoinMiner
Domain: t.com --> Classified as: Non-CoinMiner
Domain: myppol.com --> Classified as: Non-CoinMiner
Domain: pool-x-m-r.com --> Classified as: CoinMiner
Domain: yahoo.com --> Classified as: Non-CoinMiner
Domain: fool.com --> Classified as: Non-CoinMiner
Domain: ab.com --> Classified as: Non-CoinMiner
Domain: alwikdhstenkiomine.com --> Classified as: Non-CoinMiner
