ICNN: An iterative implementation of convolutional neural networks to enable energy and computational complexity aware dynamic approximation. - Katayoun Neshatpour; Farnaz Behnia; Houman Homayoun; Avesta Sasan (DATE, 2018)

Exploiting Energy-Accuracy Trade-off through Contextual Awareness in Multi-Stage Convolutional Neural Networks. - Katayoun Neshatpour; Farnaz Behnia; Houman Homayoun; Avesta Sasan (ISQED, 2019)

Code-Bridged Classifier (CBC): A Low or Negative Overhead Defense for Making a CNN Classifier Robust Against Adversarial Attacks. - Farnaz Behnia; Ali Mirzaeian; Mohammad Sabokrou; Sai Manoj P. D.; Tinoosh Mohsenin; Khaled N. Khasawneh; Liang Zhao 002; Houman Homayoun; Avesta Sasan (ISQED, 2020)

LASCA: Learning Assisted Side Channel Delay Analysis for Hardware Trojan Detection. - Ashkan Vakil; Farnaz Behnia; Ali Mirzaeian; Houman Homayoun; Naghmeh Karimi; Avesta Sasan (ISQED, 2020)

Deep Generative Models for Vehicle Speed Trajectories. - Farnaz Behnia; Dominik Karbowski; Vadim Sokolov (CoRR, 2021)