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Parent(s):
dc0932e
Add APT classification model and configuration
Browse files- README.md +19 -0
- best_cysecbert_max_performance.pt +3 -0
- config.json +9 -0
README.md
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# CySecBERT APT Classifier
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Advanced Persistent Threat group classification using CySecBERT.
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## Model Details
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- Architecture: CySecBERTMaxPerformance
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- Classes: 12 APT groups
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- F1-Score: 95.74%
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- Training time: 12.6 minutes
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- Model size: 0.41GB
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## Usage
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```python
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from transformers import AutoTokenizer
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import torch
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# Load model
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model = torch.load("best_cysecbert_max_performance.pt")
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tokenizer = AutoTokenizer.from_pretrained("markusbayer/CySecBERT")
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best_cysecbert_max_performance.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:c32ef320c2133d03982b6bb7606685f27c17d91009d6d0559f4250cc221bbc09
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size 440146673
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config.json
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{
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"model_type": "cysecbert-apt",
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"architectures": ["CySecBERTMaxPerformance"],
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"num_classes": 12,
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"hidden_size": 768,
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"max_position_embeddings": 512,
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"model_class": "APTClassifier",
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"framework": "pytorch"
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}
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