philipperemy/tensorflow-1.4-billion-password-analysis
Deep Learning model to analyze a large corpus of clear text passwords.
This project helps security researchers and analysts understand common password patterns and how users modify their passwords over time. By analyzing a large dataset of leaked credentials, it processes raw password lists to identify pairs of similar passwords. The output consists of categorized files showing password pairs with small differences, useful for modeling password evolution.
1,955 stars. No commits in the last 6 months.
Use this if you need to perform in-depth research into password habits, identify common transformation rules, or develop more robust password security strategies.
Not ideal if you're looking for a simple tool to check if a single password has been compromised or if you require real-time password analysis for system authentication.
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Python
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Last pushed
Jun 29, 2021
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