Lin Hsin Hsin Artificial Intelligence Center





AI IMAGE SCANNERS








Objectives

Deploy various AI Scanners which offer different capabilities to




🎯  Identify synthetic media
🎯  Verify authenticity
🎯  prevent fabricated Deepfakes
🎯  detect fraudulent Claims

🎯  Detects advanced bypass strategies

Features & Capabilities







📍  When a user uploads an image to a platform, the meta-data is automatically stripped
📍  The detection is based on the pixel content of the image, not its meta-data.
📍  Results should not be altered, if meta-data has been stripped
📍  Results should not be altered, if no watermark is visible
📍  AI-generated content leaves detectable traces

Watermarks and meta-data are not always integrated into AI-generated images. Limitations


not foolproof

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

Platform	Key Strength	Rating
Hive Moderation	Overall Accuracy	4.8/5
AI Or Not	speed	4.5/5
Illuminarty	Detailed Analysis	4.3/5
BrandWell	teams using their suite	4.0/5
Hugging Face	developers & researchers	3.5/5
Foto Forensics	forensic ELA analysis	3.5/5
V7 Deepfake Detector	StyleGAN deepfake	3.0/5
Forensically Beta	detailed multi-tool examination	3.0/5
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