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PassXplorer – AI-Based Password Recovery
Alshareef, Raheed Alghamdi, Wed Alameir, Sara Alsakfawi, Wesal
Alshareef, Raheed
Alghamdi, Wed
Alameir, Sara
Alsakfawi, Wesal
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Abstract
In today's digital era, the increasing reliance on password-protected files and the complexity of
password standards have led to frequent challenges in password retrieval. Traditional password
recovery methods like brute-force and dictionary attacks, while effective, are often slow and resource-
intensive. PassXplorer addresses these challenges by integrating artificial intelligence with
conventional attack techniques to enhance the speed and success of password recovery. This cross-
platform, GUI-based tool supports decryption for various formats (ZIP, PDF, DOCX, RAR) and offers an
intuitive interface for users. By using machine learning techniques, PassXplorer intelligently predicts
likely passwords and demonstrates superior performance over existing tools.