"In a world where your Art trains AI without your consent, protecting your Creative Process isn't paranoia—it's Professional Survival."
⚠ The Problem
The web is becoming a data-harvesting machine. Every photo you share online becomes training data for AI systems without your consent.
The Scribbiter Solution
We clean your content before it touches the internet.
Protect, Verify, Upload – it's that simple.
Scribbiter Blog
Insights on digital privacy, content protection, and the evolving landscape of online media security.
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Details
Detailed information about Scribbiter and our privacy protection services.
TBD - who for - who targetting - what features
Real-World Protection Value Analysis
1. Invisible Watermarking (Steganography)
What it does: Embeds invisible ownership data into image pixels
Protection value: ⭐⭐⭐⭐⭐ Very High
Why it matters: Can prove ownership even after image manipulation, legal protection
2. Adversarial Perturbations (Anti-AI)
What it does: Adds carefully crafted noise that confuses AI models
Protection value: ⭐⭐⭐⭐⭐ Very High
Why it matters: Directly prevents AI training use - the main concern you mentioned
3. Frequency Domain Protection
What it does: Modifies image in frequency space (harder to remove)
Protection value: ⭐⭐⭐⭐ High
Why it matters: Survives JPEG compression and basic editing
4. Content-Aware Protection
What it does: Applies stronger protection to important image areas (edges, details)
Protection value: ⭐⭐⭐⭐ High
Why it matters: Preserves visual quality while maximizing protection effectiveness
5. Micro-Distortions
What it does: Tiny geometric shifts that break pixel-perfect copies
Protection value: ⭐⭐⭐ Medium
Why it matters: Breaks automated cropping/resizing workflows
6. Color Space Manipulation
What it does: Subtle color shifts through LAB/HSV conversions
Protection value: ⭐⭐⭐ Medium
Why it matters: Hard to detect visually but breaks exact color matching
7. Format Cycling
What it does: Multiple compression cycles to degrade automated processing
Protection value: ⭐⭐ Low-Medium
Why it matters: Creates "dirty" images that are harder for AI to process cleanly
ScribShield
Secure your photos with local-browser processing, your files never leave your device.
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Supports: JPG, PNG, GIF, WEBP, RAW formats (CR2, NEF, DNG, ARW, etc.)
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