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Browse files- .gitattributes +35 -0
- README.md +13 -0
- app.py +68 -0
- requirements.txt +2 -0
.gitattributes
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README.md
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---
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title: Team Purplle
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emoji: 🐠
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colorFrom: gray
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colorTo: indigo
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sdk: gradio
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sdk_version: 5.12.0
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app_file: app.py
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pinned: false
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license: mit
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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app.py
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import gradio as gr
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import pandas as pd
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import plotly.express as px
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from transformers import pipeline
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# Sample data for CVEs
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cve_data = {
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'CVE ID': ['CVE-2023-0001', 'CVE-2023-0002', 'CVE-2023-0003', 'CVE-2023-0004', 'CVE-2023-0005'],
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'Severity': ['High', 'Medium', 'Low', 'High', 'Medium'],
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'Description': [
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'A critical vulnerability in the web application framework.',
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'A medium-severity vulnerability in the database management system.',
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'A low-severity vulnerability in the network firewall.',
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'A critical vulnerability in the operating system kernel.',
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'A medium-severity vulnerability in the web server.'
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],
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'Published Date': ['2023-01-01', '2023-01-02', '2023-01-03', '2023-01-04', '2023-01-05']
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}
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# Convert the data to a DataFrame
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cve_df = pd.DataFrame(cve_data)
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# Function to filter CVEs by severity
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def filter_cves(severity):
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filtered_df = cve_df[cve_df['Severity'] == severity]
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return filtered_df
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# Function to generate a bar chart of CVEs by severity
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def generate_cve_chart():
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fig = px.bar(cve_df, x='Severity', y='CVE ID', color='Severity', title='CVEs by Severity')
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return fig
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# Function to analyze the sentiment of a CVE description
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def analyze_sentiment(description):
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sentiment_pipeline = pipeline('sentiment-analysis')
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result = sentiment_pipeline(description)
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return result
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# Create the Gradio app
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with gr.Blocks() as demo:
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# Title and description
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gr.Markdown("# Purple Teaming Cyber Security Dashboard")
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gr.Markdown("This dashboard provides threat intelligence and CVEs for purple teaming.")
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# CVE Filter
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with gr.Row():
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severity_filter = gr.Dropdown(choices=['High', 'Medium', 'Low'], label='Filter by Severity')
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cve_table = gr.Dataframe(label='CVEs', value=cve_df)
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# Event listener for severity filter
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severity_filter.change(fn=filter_cves, inputs=severity_filter, outputs=cve_table)
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# CVE Chart
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with gr.Row():
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cve_chart = gr.Plot(label='CVEs by Severity')
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cve_chart.plot(generate_cve_chart)
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# Sentiment Analysis
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with gr.Row():
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description_input = gr.Textbox(label='CVE Description')
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sentiment_output = gr.JSON(label='Sentiment Analysis')
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analyze_btn = gr.Button('Analyze Sentiment')
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# Event listener for sentiment analysis
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analyze_btn.click(fn=analyze_sentiment, inputs=description_input, outputs=sentiment_output)
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# Launch the app
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demo.launch(share=True)
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requirements.txt
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pandas
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matplotlib
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