Canstralian commited on
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1 Parent(s): 4efa82a

Create app.py

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  1. app.py +31 -0
app.py ADDED
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+ from transformers import pipeline
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+ import openai
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+
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+ # Load exploit detection model
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+ exploit_detector = pipeline("text-classification", model="Canstralian/CySec_Known_Exploit_Analyzer")
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+
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+ # Initialize OpenAI API (or Replit's API)
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+ openai.api_key = "your-openai-api-key"
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+
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+ def detect_and_remediate(exploit_input):
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+ # Step 1: Detect exploit
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+ exploit_result = exploit_detector(exploit_input)
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+ if exploit_result[0]['label'] == "EXPLOIT_DETECTED":
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+ print("Exploit detected!")
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+
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+ # Step 2: Generate remediation code using Replit’s code model
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+ remediation_prompt = f"Generate Python code to fix the following exploit: {exploit_input}"
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+ remediation_code = openai.Completion.create(
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+ engine="code-davinci-002", # Or Replit's equivalent
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+ prompt=remediation_prompt,
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+ max_tokens=150
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+ )
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+
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+ return remediation_code.choices[0].text.strip()
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+ else:
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+ return "No exploit detected."
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+
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+ # Example input: a piece of code or log indicating a vulnerability
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+ input_code = "Vulnerable code snippet here"
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+ remediation = detect_and_remediate(input_code)
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+ print(remediation)