User:Snemoto

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
• Began tutorial on Temi Robot SDK
• 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
  • Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks