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Update app.py
Browse files
app.py
CHANGED
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@@ -20,6 +20,8 @@ from transformers import (
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AutoModelForSequenceClassification,
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T5ForConditionalGeneration,
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)
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from huggingface_hub import hf_hub_download
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import numpy as np
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@@ -353,7 +355,23 @@ def get_json_report(code):
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if not code or not code.strip(): return {"error": "No code provided"}
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return build_json_report(code)
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EXAMPLES = [
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["""import sqlite3\n\ndef get_user(username):\n conn = sqlite3.connect('users.db')\n query = f"SELECT * FROM users WHERE username = '{username}'"\n return conn.execute(query).fetchone()\n"""],
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["""#include <stdio.h>\n#include <string.h>\n\nvoid process_input(char *user_input) {\n char buffer[64];\n strcpy(buffer, user_input);\n printf("Processed: %s\\n", buffer);\n}\n"""],
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@@ -385,16 +403,37 @@ with gr.Blocks(
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analyze_btn = gr.Button("🔍 Analyze Security", variant="primary", size="lg")
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json_btn = gr.Button("📋 JSON Report", variant="secondary", size="lg")
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with gr.Column(scale=1):
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gr.Examples(examples=EXAMPLES, inputs=[code_input], label="Example Code Snippets")
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def show_json(code):
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return gr.update(visible=True, value=get_json_report(code))
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analyze_btn.click(
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with gr.Row(visible=False):
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api_json_btn = gr.Button("get_json", visible=False)
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@@ -431,91 +470,7 @@ curl -X POST https://ayshajavd-code-security-analyzer.hf.space/call/analyze \\
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| **A08: Integrity Failures** | CWE-502 |
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| **A10: SSRF** | CWE-918 |
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""")
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def generate_report(
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code,
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prediction,
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cwe,
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owasp,
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severity,
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explanation,
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recommendations,
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fixed_code
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):
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report = f"""
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SOFTWARE SECURITY ASSESSMENT REPORT
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Analysis Result
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---------------
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Prediction: {prediction}
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Detected Vulnerability
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----------------------
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CWE: {cwe}
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OWASP: {owasp}
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Severity: {severity}
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Explanation
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-----------
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{explanation}
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Recommendations
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---------------
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{recommendations}
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Suggested Secure Version
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------------------------
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{fixed_code}
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Original Code
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-------------
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{code}
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"""
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return report
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report_output = gr.Textbox(
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label="Security Report",
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lines=25
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)
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report = generate_report(
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code,
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prediction,
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cwe,
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owasp,
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severity,
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explanation,
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recommendations,
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fixed_code
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)
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return (
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prediction,
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explanation,
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fixed_code,
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report
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)
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from reportlab.platypus import SimpleDocTemplate, Paragraph
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from reportlab.lib.styles import getSampleStyleSheet
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def create_pdf(report_text):
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pdf_path = "security_report.pdf"
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doc = SimpleDocTemplate(pdf_path)
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styles = getSampleStyleSheet()
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elements = [
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Paragraph(report_text.replace("\n", "<br/>"), styles["BodyText"])
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]
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doc.build(elements)
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return pdf_path
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download_btn = gr.Button("Generate PDF Report")
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pdf_file = gr.File(label="Download Report")
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download_btn.click(
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create_pdf,
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inputs=report_output,
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outputs=pdf_file
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)
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if __name__ == "__main__":
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demo.launch()
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AutoModelForSequenceClassification,
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T5ForConditionalGeneration,
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)
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from reportlab.platypus import SimpleDocTemplate, Paragraph
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from reportlab.lib.styles import getSampleStyleSheet
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from huggingface_hub import hf_hub_download
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import numpy as np
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if not code or not code.strip(): return {"error": "No code provided"}
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return build_json_report(code)
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def create_pdf(report_text):
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pdf_path = "security_report.pdf"
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doc = SimpleDocTemplate(pdf_path)
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styles = getSampleStyleSheet()
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elements = [
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Paragraph(
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report_text.replace("\n", "<br/>"),
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styles["BodyText"]
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)
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]
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doc.build(elements)
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return pdf_path
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EXAMPLES = [
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["""import sqlite3\n\ndef get_user(username):\n conn = sqlite3.connect('users.db')\n query = f"SELECT * FROM users WHERE username = '{username}'"\n return conn.execute(query).fetchone()\n"""],
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["""#include <stdio.h>\n#include <string.h>\n\nvoid process_input(char *user_input) {\n char buffer[64];\n strcpy(buffer, user_input);\n printf("Processed: %s\\n", buffer);\n}\n"""],
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analyze_btn = gr.Button("🔍 Analyze Security", variant="primary", size="lg")
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json_btn = gr.Button("📋 JSON Report", variant="secondary", size="lg")
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with gr.Column(scale=1):
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report_output = gr.Markdown(label="Security Report")
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download_btn = gr.Button(
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"📄 Generate PDF Report"
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)
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pdf_file = gr.File(
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label="Download Report"
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)
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json_output = gr.JSON(
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label="JSON Report",
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visible=False
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)
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gr.Examples(examples=EXAMPLES, inputs=[code_input], label="Example Code Snippets")
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def show_json(code):
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return gr.update(visible=True, value=get_json_report(code))
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analyze_btn.click(
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fn=analyze_code, inputs=[code_input], outputs=[report_output], api_name="analyze"
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)
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json_btn.click(
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fn=show_json, inputs=[code_input], outputs=[json_output]
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)
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download_btn.click(
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fn=create_pdf,
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inputs=[report_output],
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outputs=[pdf_file]
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)
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with gr.Row(visible=False):
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api_json_btn = gr.Button("get_json", visible=False)
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| **A08: Integrity Failures** | CWE-502 |
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| **A10: SSRF** | CWE-918 |
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""")
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if __name__ == "__main__":
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demo.launch()
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