Project 1: Smart Home REU student: Jason Ling Graduate mentors: Safa Bacanli Faculty mentor(s): Damla Turgut Week 8 (July 2 – July 9 2018) Accomplishments: Finished working with fully-connected neural network and can only get 60% testing accuracy Created a Long Short-Term Memory network (LSTM) and trained UMass dataset with it Read papers on weather-based privacy threats related to IoT Continued writing my report Problem & Solutions Problem: Unable to calibrate the KY-028 sensor Problem: LSTM only has around 64% testing accuracy & Solution: Scale data and try different time sequences/testing set Plans for next week: Complete all training with the UMass dataset and Smart Home data NSF REU Research Experience on Internet of Things 2018