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  ---
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  base_model: meta-llama/Meta-Llama-3-8B
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  library_name: peft
 
 
 
 
 
 
 
 
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  ---
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  ## Llama3 8B Fine-Tuned for Domain Generation Algorithm Detection
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  The model was trained with 2.5 million domains, split between 1.5 million DGA domains and 1 million normal domains.
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- Data Link: https://github.com/hmaccelerate/DGA_Detection/blob/master/data/mixed_domain.csv
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  The GitHub repository https://github.com/MDABUSAYED/StratosphereLinuxIPS/tree/LLM/modules/flowalerts/LLM describe how the model was trained and evaluated.
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  **APA:**
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- Sayed, M. A., Rahman, A., Kiekintveld, C., & Garcia, S. (2024). Fine-tuning Large Language Models for DGA and DNS Exfiltration Detection. arXiv preprint arXiv:2410.21723.
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  base_model: meta-llama/Meta-Llama-3-8B
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  library_name: peft
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+ license: mit
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+ language:
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+ - en
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+ metrics:
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+ - accuracy
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+ - precision
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+ - recall
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+ - f1
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  ---
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  ## Llama3 8B Fine-Tuned for Domain Generation Algorithm Detection
 
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  The model was trained with 2.5 million domains, split between 1.5 million DGA domains and 1 million normal domains.
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+ Dataset Link: https://huggingface.co/datasets/AbuSayed1/DGA-DATASET
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  The GitHub repository https://github.com/MDABUSAYED/StratosphereLinuxIPS/tree/LLM/modules/flowalerts/LLM describe how the model was trained and evaluated.
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  **APA:**
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+ Sayed, M. A., Rahman, A., Kiekintveld, C., & Garcia, S. (2024). Fine-tuning Large Language Models for DGA and DNS Exfiltration Detection. arXiv preprint arXiv:2410.21723.