NER-based Log Anonymization Framework Using Pre-trained CodeBERT

A framework for anonymizing logs using Named Entity Recognition (NER) with the pre-trained CodeBERT model.

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Installation

Step 1: Clone the Repository

Clone the repository to your local machine:

git clone https://github.com/your-username/ner-log-anonymization.git
cd ner-log-anonymization

Step 2: Set Up the Environment

Use the provided environment.yml file to create a Conda environment:

conda env create -f environment.yml

Step 3: Activate the Environment

Activate the newly created environment:

conda activate logAno

Step 4: Follow the Steps in the Notebooks

The fine-tuned model will be downloaded automatically.