IEEE

A 22nm 41.8TFLOPS/W AI-Edge Transformer/CNN Nonvolatile-Processor Using QKV-Softmax-Layer-Fused Hybrid ReRAM-CIM and Concurrent-Transpose/Non-Transpose SRAM-CIM

Abstract: Tiny AI-edge devices use nvCIM for power-off weight storage and active-mode computation, enabling high energy efficiency (EF) and low power-on latency. While tiny Transformer models offer ...

How AI Inference Sends Decision Making To The Edge

The next phase of AI infrastructure will not be defined by a single destination called “the cloud” or “the edge.” ...
IEEE

Spectre-Fed: Evolving Federated Edge Intelligence from FedEdge-ID to Robust-Private IoT Intrusion Detection via Hybrid Adversarial Training

Abstract: The growing number of Internet of Things (IoT) devices requires decentralized Edge Intelligence solutions. As the current FL-based IDS systems are decentralized solutions for privacy ...

AI-Driven Identity Attacks Are Surging, PwC Warns

AI has given cybercriminals a big advantage in attacking organizations, which they are using to go after weaknesses on edge devices ...