DARPA’s GARD Program: Building Resilient Machine Learning to Counter Adversarial Attacks

Modern artificial intelligence (AI) systems have reached near-human levels in various tasks, including object recognition, language translation, and even decision-making. Many of these breakthroughs rely on deep neural networks (DNNs), complex machine learning models that simulate the interconnected neurons in the human brain. DNNs excel in handling millions of pixels from high-resolution images, forming intricate…