Trustworthy AI Using Confidential Federated Learning

The artificial intelligence (AI) revolution is reshaping industries and transforming the way we live, work, and interact with technology. From AI chatbots and personalized recommendation systems to autonomous vehicles navigating city streets, AI-powered innovations are emerging everywhere. As businesses and organizations harness AI to streamline operations, optimize processes, and drive innovation, the potential for economic growth and societal advancement is immense. Amid this rapid progress, however, it is critical to ensure AI's trustworthiness. Trustworthy AI systems must exhibit certain characteristics, such as reliability, fairness, transparency, accountability, and robustness. Only then can AI systems be depended upon to operate ethically and effectively without causing harm or discrimination.