Farnaz Behnia

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 7

Top Topics

Generative Model

Computational Complexity

Convolutional Neural Networks

Top Venues

Publications

Farnaz Behnia, Dominik Karbowski, Vadim Sokolov
Deep Generative Models for Vehicle Speed Trajectories. CoRR (2021)
Farnaz Behnia, Ali Mirzaeian, Mohammad Sabokrou, Sai Manoj P. D., Tinoosh Mohsenin, Khaled N. Khasawneh, Liang Zhao, Houman Homayoun, Avesta Sasan
Code-Bridged Classifier (CBC): A Low or Negative Overhead Defense for Making a CNN Classifier Robust Against Adversarial Attacks. CoRR (2020)
Ashkan Vakil, Farnaz Behnia, Ali Mirzaeian, Houman Homayoun, Naghmeh Karimi, Avesta Sasan
LASCA: Learning Assisted Side Channel Delay Analysis for Hardware Trojan Detection. ISQED (2020)
Ashkan Vakil, Farnaz Behnia, Ali Mirzaeian, Houman Homayoun, Naghmeh Karimi, Avesta Sasan
LASCA: Learning Assisted Side Channel Delay Analysis for Hardware Trojan Detection. CoRR (2020)
Farnaz Behnia, Ali Mirzaeian, Mohammad Sabokrou, Sai Manoj P. D., Tinoosh Mohsenin, Khaled N. Khasawneh, Liang Zhao, Houman Homayoun, Avesta Sasan
Code-Bridged Classifier (CBC): A Low or Negative Overhead Defense for Making a CNN Classifier Robust Against Adversarial Attacks. ISQED (2020)
Katayoun Neshatpour, Farnaz Behnia, Houman Homayoun, Avesta Sasan
Exploiting Energy-Accuracy Trade-off through Contextual Awareness in Multi-Stage Convolutional Neural Networks. ISQED (2019)
Katayoun Neshatpour, Farnaz Behnia, Houman Homayoun, Avesta Sasan
ICNN: An iterative implementation of convolutional neural networks to enable energy and computational complexity aware dynamic approximation. DATE (2018)