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Ethical Data Anonymizer for Educational Research Datasets

A script to process student data, pseudonymizing personal identifiers to prepare datasets for ethical pedagogical research and analysis.

PythonPandasStreamlit

Oct 16, 2025

by Anonymous

Automated Literature Review Assistant for Student Researchers

A tool that ingests research paper identifiers, retrieves metadata via APIs, and generates draft annotations to streamline literature reviews.

Automated Privacy Audit Script for Academic Research Data

A Python script that scans research documents and supplementary data for personally identifiable information to enhance data privacy compliance.

PythonPandasPyMuPDF+1

Oct 16, 2025

by Anonymous

VeriChain: A Conceptual Framework for Decentralized KYC in FinTech

Designing a business model and system architecture for a blockchain-based identity verification system to streamline customer KYC processes.

FigmaMiroSolidity (Conceptual)+1

Oct 15, 2025

by Anonymous

NeoFlow: An AI-Powered Onboarding Assistant for Digital Banks

A chatbot prototype that streamlines the new customer account opening process by guiding users and verifying documents via API simulation.

Google DialogflowPython (Flask)Figma+1

Oct 15, 2025

by Anonymous

FinQuest: A Gamified Financial Literacy App for Gen Z

An interactive mobile app prototype using quizzes and rewards to teach young adults essential budgeting and investment concepts.

FigmaFirebaseReact Native+1

Oct 15, 2025

by Anonymous

CryptoSafe: An End-to-End Encrypted File Transfer Utility

Build a secure file transfer tool in Python that uses cryptographic libraries to ensure confidentiality and integrity of data during transit.

PythonCryptographyOWASP

Oct 13, 2025

by Anonymous

Ethical Honeypot: Simulating Network Vulnerabilities for Analysis

Deploy a low-interaction honeypot with Python to attract and log automated network attacks, analyzing patterns using Wireshark and Nmap.

PythonWiresharkNmap+1

Oct 13, 2025

by Anonymous

GuardNet: A Python-Based Intrusion Detection System for Home Networks

Develop a lightweight IDS to monitor home network traffic for common threats using Python and Wireshark, alerting users of suspicious activity.

PyPenTest: A Framework for Auditing OWASP Top 10 Web Vulnerabilities

Build a modular tool to automate security checks for web vulnerabilities like XSS and SQLi against a target test application.

PythonBurp SuiteOWASP

Oct 13, 2025

by Anonymous

IoT Sentinel: A Local Network Vulnerability Scanner for Smart Devices

Create a Python scanner leveraging Nmap to discover IoT devices on a network and report common security misconfigurations and open ports.

PhishGuard: A Python-Based Automated Phishing Email Analyzer

Develop a tool using Python to automatically parse email files, identify phishing red flags, and generate a user-friendly risk score.

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