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CS 230 (Deep Learning) Course Project, Fall 2019 for Luca Schroeder and Leo Mehr

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Attacking and Defending Face Identification Systems

  • See ipynb files for experiment code.
  • Output from loc.py *.ipynb, line of code counts:
1901   Foolbox, Facenet Setup.ipynb
32   Generating defended images (Noise2Clean).ipynb
393   Perfect Knowledge Attack (Noise2Clean attempt).ipynb
383   Perfect Knowledge Attack (mean filter).ipynb
239   Transferability.ipynb
288   Undefended & Zero Knowledge Attack Analysis.ipynb
404   milestone_face_id_attacks.ipynb
total:  3640

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CS 230 (Deep Learning) Course Project, Fall 2019 for Luca Schroeder and Leo Mehr

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