"Accelerating AI Tasks While Preserving Data Security"
"Accelerating AI Tasks While Preserving Data Security"
Researchers at the Massachusetts Institute of Technology (MIT) have developed a search engine called SecureLoop, capable of efficiently identifying optimal designs for deep neural network accelerators that preserve data security while improving performance. As computationally intensive Machine Learning (ML) applications, such as chatbots that perform real-time language translation, rise, device manufacturers often incorporate specialized hardware components to quickly move and process the enormous amounts of data demanded by these systems.