9 citations · 17 across the 2 of their papers we have counts for
2 papers
cs.CV2020★ 8 cited
Towards Evaluating Driver Fatigue with Robust Deep Learning Models
Ken Alparslan, Yigit Alparslan, Matthew Burlick
In this paper, we explore different deep learning based approaches to detect driver fatigue. Drowsy driving results in approximately 72,000 crashes and 44,000 injuries every year i…
cs.LG2020★ 9 cited
Adversarial Attacks against Neural Networks in Audio Domain: Exploiting Principal Components
Ken Alparslan, Yigit Alparslan, Matthew Burlick
Adversarial attacks are inputs that are similar to original inputs but altered on purpose. Speech-to-text neural networks that are widely used today are prone to misclassify advers…