Navigate MuhammadLab without guessing.
This page is the visitor-facing map of the lab: main pages, learning categories, mobile forensics guides, interactive tools, and the XML sitemap for search engines.
Home
Start here and search the lab.
About
Learn about MuhammadLab and its direction.
Members
Research profile and lab members.
Acknowledgment
Recognize academic mentors, professors, and institutions.
Resources
Browse resource categories.
Contact
Suggest topics or collaborate.
Featured resources
Course library
Weekly teaching resources
Course hubs are organized by week so students can jump straight into lecture notes, activities, scripts, and interactive resources.
TECH5200 Digital Forensics
A regenerated MuhammadLab course hub for TECH5200 Digital Forensics, organized by teaching week with lecture notes, case studies, activities, datasets, and standalone forensic simulators.
Genetic File Format Conversion
A complete learning system for understanding genetic file formats and conversion workflows used in consumer genomics, GWAS, imputation, and research data preparation.
Learning categories
Topic areas
Mobile Phone Forensics
Phone-focused forensic guides and interactive artifact viewers for Android, iPhone/macOS workflows, Windows Phone, app databases, SMS/MMS artifacts, wearables, and mobile evidence handling. 11 resources indexed.
Cybersecurity & Privacy Tools
Browser-based encoding, hashing, encryption, metadata inspection, token analysis, log redaction, and network utilities — all locally processed and privacy-first. 45 resources indexed.
Digital Forensics
Digital forensics guides and artifact viewers for memory analysis, mobile evidence, databases, metadata, file signatures, logs, email artifacts, and reporting workflows. 13 resources indexed.
Computer Vision
Browser-based computer vision teaching tools for image classification, image segmentation, background removal, image upscaling, webcam inference, and visual model intuition. 17 resources indexed.
AI Tools
Browser-based AI learning demos focused on safety, OCR, and real-time vision inference. 5 resources indexed.
Programming
Programming guides and interactive coding tools for Python, algorithms, data structures, debugging, regex, and complexity learning. 8 resources indexed.
Database
Database learning resources and viewers for SQL, SQLite, forensic databases, schemas, tables, exports, and query-based analysis. 6 resources indexed.
Machine Learning
Learn core machine learning algorithms with clear explanations, diagrams, and practical intuition — from KNN to LSTM and Transformers. 38 resources indexed.
Deep Learning
Deep learning concepts explained visually, including neural networks, CNNs, LSTMs, Transformers, diffusion models, and representation learning. 7 resources indexed.
Natural Language Processing
Browser-based NLP tools for preprocessing, sentiment, retrieval, question answering, translation, summarisation, speech-to-text, entities, POS tagging, and language generation. 17 resources indexed.
Networking
Networking resources and utilities for IP addressing, CIDR, subnetting, DNS, certificates, infrastructure, and network evidence basics. 31 resources indexed.
Research Tools
Research article extraction, DOI to BibTeX, DOI to PMID, BibTeX de-duplicator, citation toolkit, word counter, grammar checker, and other academic research utilities. 7 resources indexed.
Guides
Mobile forensics guides
ADB Android Debug Bridge Guide - Android Forensics
Learn ADB installation, Android device connection, Android auditing commands, and forensic acquisition workflows.
macOS and iPhone Forensics Guide
Learn how macOS fits into iPhone evidence handling, local backups, MobileSync folders, plist files, and iOS artifact review.
Windows Phone Forensics Guide
Learn Windows Phone evidence handling basics, Lumia device notes, backups, app data, and historical mobile artifact considerations.
Wearable Forensics Guide — WHOOP, Health Data & Timestamps
Beginner-friendly wearable forensics guide: WHOOP data architecture, evidence sources (device/app/cloud), timestamp pitfalls, device sync, and chain of custody.
Interactive resources
Current artifact tools
Object Classification Studio
Classify uploaded images or webcam frames using a browser-based MobileNet model, then inspect top predictions and confidence scores.
SQLite Database Viewer — Frontend Forensic Inspector
Upload and inspect SQLite databases directly in your browser.
SMS and MMS Database Viewer
Inspect Android mmssms.db messaging artifacts locally with thread views, timestamps, participants, SMS, MMS, and CSV export.
Logcat Analyzer
Paste or upload exported Android logcat text, then filter by severity, package, timestamp, tag, and forensic keywords.
Popular indexed tools
Broader tool index
These are high-traffic utility pages still present in the registry. The lab can continue to curate which ones are highlighted publicly.
Merge PDF — Combine Multiple PDFs into One
PDF to DOCX Converter — Free Online
PNG to JPG Converter — Free Online
DOCX to PDF Converter — Free Online
JSON Formatter
Compress PDF — Reduce PDF File Size
JPG to PNG Converter — Free Online
Split PDF — Extract Pages or Split into Parts
Background Remover - AI-Powered, Free & Local
Sign PDF — Add Your Signature to Any PDF
Edit PDF — Add Text, Images, Shapes
Search engine sitemap
XML sitemap is still available.
Visitors can use this page. Search engines can use the XML sitemap generated at `/sitemap.xml`.