1. 1-HEMT-1-Memristor With Hardware Encryptor for Privacy-Preserving Image Processing.
- Author
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Dang, Bingjie, Lv, Ling, Wang, Hong, Cai, Lei, Yan, Bonan, Liu, Keqin, Xu, Liying, Hao, Yue, Huang, Ru, and Yang, Yuchao
- Subjects
IMAGE processing ,RANDOM number generators ,MODULATION-doped field-effect transistors ,WIDE gap semiconductors ,ALUMINUM gallium nitride - Abstract
Efficiency and privacy-preserving are two key requirements in developing computing systems for processing of privacy-related information. Here, we experimentally demonstrate one AlGaN/GaN high-electron-mobility transistor (HEMT) one Au/NbOx/HfO2/Pt memristor (1HT1R) structure, which features sub-8ns latency, < 96 fJ programming energy, 104s retention at 85 °C and endurance of >106 cycles. We further build a hardware encryptor by combining HEMT-implemented XOR gate and a true random number generator (TRNG) based on variation in Pt/SiOx:Ag/Pt memristor. The proposed TRNG is able to generate 0.48Mb random bitstreams with ultralow energy consumption of 50fJ/bit. A memristors-based homomorphic encryption system is thus constructed based on the 1HT1R and hardware encryptor, capable of performing image segmentation with ultrafast speed, low energy consumption, and privacy-preserving capability. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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