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Shota Nemoto

University: Case Western Reserve University

Currently pursuing a Bachelor's degree in Computer Science

Currently working with Dr. Perouli on the project: Identifying Appropriate Machine Learning Models for Multi Robot Secure Coordination in a Healthcare Facility.

Weekly Logs

Week 1

  • Read papers on neural network inversion and HopSkipJump attacks.
  • Read abstracts for HumptyDumpty and MemGuard papers
  • Attended Orientation
  • Filled out pre-REU survey
  • Reviewed Python skills
  • Learned basics of Pandas and DataFrame manipulation
  • Learned basics of creating and evaluating machine learning models
  • Learned basic security considerations for applications

Week 2

  • Attended Responsible Conduct of Research Training
  • Attended Technical Writing instruction session
  • Completed CITI Modules
  • Read papers:
    • Procedural Noise Adversarial Examples For Black-Box Attacks on Deep Convolutional Networks
    • Certified Robustness to Adversarial Examples with Differential Privacy.
  • Read introductions and conclusions for papers:
    • Latent Backdoor Attacks on Deep Neural Networks
    • Membership Inference Attacks against Adversarially Robust Deep Learning Models
    • Seeing isn’t Believing: Towards More Robust Adversarial Attack Against Real World Object Detectors