Papers related to system support and security protection for IoT and Edge Computing.
A Hardware Monitor to Protect Linux System Calls. note
References: Song Han from MIT Evaluations NeurIPS’20: MCUNet: Tiny Deep Learning on IoT Devices Datasets: ImageNet, Visual Wake Words(VWW), Speech Commands. Devices: STM32F746 MCU (320kB SRAM/1MB Flash), STM32H743 (512kB SRAM/2MB Flash). 216MHz CPU. Youtube Demo 70.2% accuracy, record high, ImageNet recognition on microcontrollers. NeurIPS’20: Tiny Transfer Learning: Towards Memory-Efficient On-Device Learning Three benchmark datasets: Cars, Flowers, Aircraft Using ImageNet as the pre-training dataset. Neural network architecture: MobileNetV2 (lightweight), ResNet-50.
Reference 1 ITU (International Telecommunications Union) Applications Internet, augmented, virtual reality.. wearable devices with integrated mobile communication system (smart watch), car communication system, household applicances, utility meters robotics, self-driving cars. massive IoT: one million devices per square km. Security Traditional mobiles: SIM(Subscriber Identity Module), Universal Integrated Circuit Card (UIUC) Cloud: tokenization, host card emulation(HCE), Trusted Execution Environment (TEE). 5G Explained. by Jyrki T. J. Penttinen. 2019. ↩
Rising Sea Level Fact: Sea-Level Report Cards and full report Reference 1 Artificial Leaves Reference 12 ‘Artificial leaf’ successfully produces clean gas ↩ Virgil Andrei , Bertrand Reuillard and Erwin Reisner. ‘Bias-free solar syngas production by integrating a molecular cobalt catalyst with perovskite-BiVO4 tandems.’ Nature Materials (2019). DOI: 10.1038/s41563-019-0501-6 ↩ Unresolved. ↩
Reference 1 Devices that survive using harvested enegy, store that energy in small cpacitors, and work opportunistically maintenance-free for decades. Devices that make the most of energy when it is available and get useful work done in the face of frequent power failures. Computational RFIDs2. Batteries Not Included. pdf ↩ A. N. Parks, A. P. Sample, Y. Zhao, and J. R. Smith. A wireless sensing platform utilizing ambient RF energy.
Reference 1 Migration Science Fiction 1: 瞬间移动装置将他的大脑和身体逐个细胞地进行扫描并摧毁了他们，然后将信息传到火星，在火星上重新构建人体。 《一头想要被吃掉的猪》引自德里克 reference ↩
If you could revise
the fundmental principles of
computer system design
to improve security...
... what would you change?