CleanShot Pro v2.3

CleanShot Pro v2.3

Advanced AI Fingerprint Disruptor

Author: imsecure4@gmail.com
Status: Research / Privacy Tool
License: Free for personal use – attribution required

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🛡️ What is CleanShot Pro?

CleanShot Pro is an advanced image preprocessing tool designed to
disrupt AI-based fingerprinting while keeping the image visually identical
to the human eye.

It adds minimal adversarial perturbations, removes all metadata,
and applies subtle transformations that degrade AI detectors without
destroying image quality.

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✨ Key Features

✔ Minimal & high-quality adversarial noise

Weak but strategically placed noise to confuse ML models.

✔ FFT mid-frequency perturbations

AI detectors rely heavily on mid-band patterns.

✔ HSV Color Preservation

Maintains natural colors — no ugly distortions.

✔ Metadata removal

Output PNG contains zero EXIF or camera fingerprints.

✔ Strong presets

• light → subtle anti-AI
• medium → balanced
• strong → maximum AI fingerprint disruption

✔ Multiprocessing for fast batch processing

Process entire folders using all CPU cores.

✔ 100% compatible (no extra heavy libraries)

No pywt or deep-learning dependencies.

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📦 Requirements

Install dependencies with:

pip install pillow numpy

Python version:

Python 3.7+ (Linux, macOS, Windows)


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🚀 Usage

Process a single image:

python3 cleanshot_pro.py input.jpg

Choose strength:

python3 cleanshot_pro.py input.jpg --preset medium
python3 cleanshot_pro.py input.jpg --preset strong

Process an entire folder:

python3 cleanshot_pro.py images/ --preset strong --out cleaned/

Use all CPU cores:

python3 cleanshot_pro.py images/ -t 0

Custom output directory:

python3 cleanshot_pro.py input.jpg --out protected/


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🗂️ Output

All processed images are saved as:

cleanshot_<preset>_<original_name>.png

Examples:

cleanshot_light_photo1.png
cleanshot_strong_profile.png


These PNGs contain:

No EXIF

No device metadata

No camera information

No GPS

Modified luminance fingerprint

Distorted mid-frequency signature



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⚠️ Disclaimer

This project is created strictly for:

privacy research

anti-fingerprinting experiments

understanding AI detection models

academic adversarial ML research


You are fully responsible for any misuse.

By using this tool, you agree:

I 'imsecure4'am not responsible for any illegal or harmful usage

You must include attribution (“Created by : imsecure4@gmail.com")
if you redistribute, modify, or extend the tool



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🤝 Contribution

You may modify or improve the tool only if you credit the original author:

Original Author: imsecure4@gmail.com

Pull requests for improvements are welcome.


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⭐ Future Planned Features

Adaptive per-image adversarial search

Face-recognition targeted evasion

Deep gradient-free perturbation engine

Multi-model resistance mode



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📧 Contact

For collaboration, research use, or improvements:
imsecure4@gmail.com