4 papers
Anomaly Generation using Generative Adversarial Networks in Host Based Intrusion Detection
Milad Salem, Shayan Taheri, Jiann Shiun Yuan
Generative adversarial networks have been able to generate striking results in various domains. This generation capability can be general while the networks gain deep understanding…
ECG Arrhythmia Classification Using Transfer Learning from 2-Dimensional Deep CNN Features
Milad Salem, Shayan Taheri, Jiann Shiun-Yuan
Due to the recent advances in the area of deep learning, it has been demonstrated that a deep neural network, trained on a huge amount of data, can recognize cardiac arrhythmias be…
Security Protection for Magnetic Tunnel Junction
Shayan Taheri, Jiann-Shiun Yuan
Energy efficiency is one of the most important parameters for designing and building a computing system nowadays. Introduction of new transistor and memory technologies to the inte…
Security Analysis of Tunnel Field-Effect Transistor for Low Power Hardware
Shayan Taheri, Jiann-Shiun Yuan
Security and energy are considered as the most important parameters for designing and building a computing system nowadays. Today's attacks target different layers of the computing…