https://github.com/filipsedivy/bachelor-csam

Forensic Tool for Detecting Child Pornography Using Deep Neural Networks
https://github.com/filipsedivy/bachelor-csam

abuse-detection bachelor-thesis child-protection csam csem tomas-bata-university

Last synced: 2 months ago
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Forensic Tool for Detecting Child Pornography Using Deep Neural Networks

• Host: GitHub
• URL: https://github.com/filipsedivy/bachelor-csam
• Owner: filipsedivy
• Created: 2022-03-11T18:36:44.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2022-03-12T20:53:13.000Z (about 3 years ago)
• Last Synced: 2025-02-28T22:49:47.513Z (3 months ago)
• Topics: abuse-detection, bachelor-thesis, child-protection, csam, csem, tomas-bata-university
• Language: Jupyter Notebook
• Homepage: https://csam.ml
• Size: 7.68 MB
• Stars: 6
• Watchers: 4
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Forensic Tool for Detecting Child Pornography Using Deep Neural Networks

📚 Assignment

- Conduct research in the field of child pornography recognition in multimedia files (CSAM - child sexual abusive material).

- Build a suitable dataset for CSAM classification and recognition.

- Design a neural network model for CSAM recognition and train the network.

- Create an application with a trained model for CSAM recognition and its possible replacement with another model.

- Evaluate the success of the model used.