Understanding AI and ML
AI and ML are often used interchangeably. Let’s try to provide some simple definitions and examples to understand their relationship and how they fit into our work of defending AI from adversarial attacks.
AI is a field in computer science that involves techniques and approaches to creating intelligent machines and applications that can perform tasks with intelligence normally associated with humans. These tasks include understanding natural language and images, recognizing patterns, solving problems, and making decisions.
AI is integrated with applications and systems. In everyday life, we use AI for things such as predictive texting, email spam filters, and recommendations. With its constant progress, AI can be found in smart homes in Internet of Things (IoT) devices such as security cameras, doorbells, vacuum cleaners, and digital assistants such as Siri or Alexa. Autonomous cars and smart medical devices are other examples of using AI to create...
