Semiconductor Supply Chain Security Using Side-Channel Power Measurements and Generative Adversarial Networks (Cornell)


A new technical paper titled "Out-of-Band Power Side-Channel Detection for Semiconductor Supply Chain Integrity at Scale" was published by researchers at Cornell University. Abstract "Out-of-band screening of microcontrollers is a major gap in semiconductor supply chain security. High-assurance techniques such as X-ray and destructive reverse engineering are accurate but slow and expensiv... » read more

AI-Based Method to Prune the Design Space of Heterogeneous NoCs


Abstract "Often suffering from under-optimization, Networks-on-Chip (NoCs) heavily impact the efficiency of domain-specific Systems-on-Chip. To cope with this issue, heterogeneous NoCs are promising alternatives. Nevertheless, the design of optimized NoCs satisfying multiple performance objectives is extremely challenging and requires significant expertise. Prior works failed to combine many... » read more

System Bits: Feb. 14


Potential anticancer drugs selected by neural network Moscow Institute of Physics and Technology researchers along with Mail.Ru Group, and Insilico Medicine have applied a generative neural network to create new pharmaceutical medicines with certain desired characteristics. A generative adversarial network (GAN) was developed and trained to "invent" new molecular structures in order to dram... » read more