Cybersecurity & Tools

CyberShield — Password Analyzer

Interactive cybersecurity web application analyzing credential entropy, vulnerability against brute-force attacks, and breach patterns.

Launch Live Demo Inspect Source Code

EngineEntropy Calculation

SecurityZero Credential Storage

FrameworkStreamlit Cloud

System Overview & Architecture

A security-focused Streamlit web application providing real-time evaluation of password complexity, entropy calculations, and dictionary attack resistance. Educates users on credential hygiene by calculating theoretical cracking durations across varying computational threat tiers and offering actionable hardening recommendations.

Technical Challenges Addressed

•Providing deep mathematical security calculations client-side without logging or persisting sensitive user strings.

Engineering Solutions & Implementation

•Created an ephemeral analysis engine calculating Shannon entropy and character space permutations in memory.

Tech Stack & Libraries

PythonStreamlitInformation TheoryCybersecurity Protocols

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