Adversarial-Aware Deep Learning System based on a Secondary Classical Machine Learning Verification Approach

no code implementations • 1 Jun 2023 • Mohammed Alkhowaiter, Hisham Kholidy, Mnassar Alyami, Abdulmajeed Alghamdi, Cliff Zou

Based on this hypothesis, we propose a new adversarial-aware deep learning system by using a classical machine learning model as the secondary verification system to complement the primary deep learning model in image classification.

Adversarial Attack Adversarial Defense +1

IoT Security: An End-to-End View and Case Study

no code implementations • 15 May 2018 • Zhen Ling, Kaizheng Liu, Yiling Xu, Chao GAO, Yier Jin, Cliff Zou, Xinwen Fu, Wei Zhao

The work in this paper raises the alarm again for the IoT device manufacturers to better secure their products in order to prevent malware attacks like Mirai.

Cryptography and Security