๐ง AI for Zero-Day Vulnerability DetectionApril 12, 2026โ
Tests passing
Zero-Day Diff Checker
A Python library for comparing two versions of a codebase to identify potential zero-day vulnerabilities introduced in new changes. Ideal for use in CI pipelines or during code reviews.
What It Does
- Compares two codebases and highlights differences.
- Identifies files that have been removed or modified.
- Provides AI-assisted analysis of code changes (mocked for testing).
- Outputs results in JSON or plain text format.
Installation
Install the required dependencies:
pip install diff-match-patchUsage
Run the tool from the command line:
python zero_day_diff_checker.py <old_path> <new_path> [--output-format json|text]Arguments
old_path: Path to the old version of the codebase.new_path: Path to the new version of the codebase.--output-format: Output format, eitherjsonortext. Defaults tojson.
Source Code
import os
import json
from diff_match_patch import diff_match_patch
def analyze_diff(old_path, new_path, output_format='json'):
"""
Analyzes the differences between two codebases to identify potential vulnerabilities.
Args:
old_path (str): Path to the old version of the codebase.
new_path (str): Path to the new version of the codebase.
output_format (str): Output format, either 'json' or 'text'. Defaults to 'json'.
Returns:
str: A report in the specified format highlighting potential vulnerabilities.
"""
if not os.path.exists(old_path) or not os.path.exists(new_path):
raise FileNotFoundError("One or both of the provided paths do not exist.")
dmp = diff_match_patch()
differences = []
for root, _, files in os.walk(old_path):
for file in files:
old_file_path = os.path.join(root, file)
new_file_path = old_file_path.replace(old_path, new_path, 1)
if not os.path.exists(new_file_path):
differences.append({"file": file, "status": "removed"})
continue
with open(old_file_path, 'r') as old_file, open(new_file_path, 'r') as new_file:
old_content = old_file.read()
new_content = new_file.read()
diffs = dmp.diff_main(old_content, new_content)
dmp.diff_cleanupSemantic(diffs)
if diffs:
differences.append({"file": file, "diffs": diffs})
# Mockable AI-assisted analysis
for diff in differences:
if "diffs" in diff:
diff_text = ''.join([d[1] for d in diff["diffs"] if d[0] != 0])
diff["analysis"] = {"label": "SAFE", "score": 0.99} # Placeholder analysis
if output_format == 'json':
return json.dumps(differences, indent=4)
elif output_format == 'text':
return "\n".join([str(diff) for diff in differences])
else:
raise ValueError("Invalid output format. Choose 'json' or 'text'.")
if __name__ == "__main__":
import argparse
parser = argparse.ArgumentParser(description="Zero-Day Diff Checker")
parser.add_argument("old_path", help="Path to the old version of the codebase")
parser.add_argument("new_path", help="Path to the new version of the codebase")
parser.add_argument("--output-format", choices=['json', 'text'], default='json', help="Output format")
args = parser.parse_args()
try:
report = analyze_diff(args.old_path, args.new_path, args.output_format)
print(report)
except Exception as e:
print(f"Error: {e}")Community
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Details
- Tool Name
- zero_day_diff_checker
- Category
- AI for Zero-Day Vulnerability Detection
- Generated
- April 12, 2026
- Tests
- Passing โ
- Fix Loops
- 2
Quick Install
Clone just this tool:
git clone --depth 1 --filter=blob:none --sparse \ https://github.com/ptulin/autoaiforge.git cd autoaiforge git sparse-checkout set generated_tools/2026-04-12/zero_day_diff_checker cd generated_tools/2026-04-12/zero_day_diff_checker pip install -r requirements.txt 2>/dev/null || true python zero_day_diff_checker.py