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heuristic-analysis

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A Python-based ransomware detection system that monitors file activities and processes in real-time, providing alerts and protective actions against potential threats.

  • Updated Sep 28, 2025
  • Python

SmartExcelGuardian is a professional Python desktop application for Excel data cleanup, validation, and auditing. It automatically detects missing values, duplicates, type issues, and invalid formulas, applies heuristic scoring, conditional formatting, and auto-calculated Excel formulas, and export

  • Updated Jan 16, 2026
  • Python

SmartDataCleaner v2.0.0 – Professional Python desktop application for automatic CSV data cleanup, type normalization, missing value handling, duplicate removal, and heuristic data quality analysis with export to TXT, JSON, and PDF.

  • Updated Jan 16, 2026
  • Python

A 2026 cross-platform security suite designed to protect Windows, macOS, iOS, and Android devices. It features multi-layered ransomware defense, a two-way firewall to monitor network traffic, and real-time threat detection. The utility includes a VPN for private browsing and parental controls to manage digital safety for family members.

  • Updated Mar 25, 2026

StarLint is a lightweight, in-browser auditing tool that helps web developers identify design and accessibility issues on any webpage. It highlights spacing inconsistencies, contrast problems, and accessibility gaps (missing alt text, labels, ARIA attributes) in real time.

  • Updated Mar 29, 2026
  • JavaScript

ForgeScan is a high-performance supply-chain security scanner built with Rust and TypeScript. It detects npm typo-squatting attacks and obfuscated malware using Shannon entropy analysis and Levenshtein distance heuristics. Designed for speed, clarity, and explainable security research.

  • Updated Jan 23, 2026
  • Rust

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