This document discusses how to safely deal with untrusted programs (models or model parameters), and input data. Below, we also provide guidelines on how to report vulnerabilities in TensorFlow. At ...

Just the other day, I posted a blog on learning about Machine Learning via a Raspberry Pi and commenter Mike Bryant flagged an Arduino route for voice recognition, and now I've just clocked a tweet ...

TinyML は、マシンラーニングと組み込みシステムの分野で、小型で低消費電力のマイクロコントローラー上でマシンラーニングを実現することを探求する学問分野です。これにより、エッジデバイス上で安全で低遅延、低消費電力、低帯域幅のマシン ...

Abstract: Traditionally, original equipment manufacturers (OEMs) send device-specific over-the-air (OTA) packages to ensure the latest firmware, security patches, etc. With millions of IoT devices, ...

Machine learning is a complex discipline but implementing machine learning models is far less daunting than it used to be. Machine learning frameworks like Google’s TensorFlow ease the process of ...

Deep learning is changing our lives in small and large ways every day. Whether it’s Siri or Alexa following our voice commands, the real-time translation apps on our phones, or the computer vision ...