Objectives
Deploy various AI Scanners which offer different Detection Capabilities

🎯  Manipulated Documents
🎯  Fabricated Deepfakes
🎯  Fraudulent Claims

Features & Capabilities







AI interactions are not private by default
AI-generated content leaves detectable traces

🎯  Detects advanced bypass strategies
🎯  AI image detection to

🎯  Identify synthetic media
🎯  Verify authenticity
🎯  Data privacy leaks

Limitations


not foolproof

false positives -- flagging human content as AI
false negatives -- missing sophisticated AI edits
                               especially when images are compressed or resized

Tool	Key Strength	Notable Feature
Winston AI	High Accuracy	Detects bypass strategies & humanizers
Pangram	Verified Accuracy, low false positives	3rd-party verified by university researchers
Originality AI	Speed	Fast scans for short-form content
GPTZero	Accessibility	Free option for spotting obvious patterns
Copyleaks	Usability	Sentence-level scores & exportable reports
QuillBot	Nuance	Identifies Human-written, AI-refined vs AI-generated text
ZeroGPT	Depth	Multi-stage deep learning analysis, across multiple LLMs.
Scribbr	Academic Integrity	Fast scans for short-form content: paragraph-level feedback
Grammarly	Instant Detection	ChatGPT & Gemini content
Dechecker	Free Detection	Free detection for text and PDFs: supporting multiple languages
HiPDF	Free Detection	Free detection for text and PDFs: supporting multiple languages

AI-Scanners     AI Image Scanners     AI Image Generators     AI Video Generators