AI (Artificial Intelligence)
Artificial intelligence (AI) refers to the simulation of human intelligence in machines, enabling them to perform tasks such as learning, reasoning, problem-solving, perception, and language understanding. AI encompasses a range of technologies, including machine learning, deep learning, computer vision, and NLP. It is applied across industries such as healthcare, finance, automation, cybersecurity, and customer service, transforming business operations and decision-making processes.
Automation
Automation is the use of technology to perform tasks with minimal human intervention. It ranges from simple rule-based automation to advanced AI-driven systems capable of learning and decision-making. Automation is widely applied in manufacturing, IT operations, business processes, and customer service to improve efficiency, reduce costs, and enhance accuracy. Robotic Process Automation (RPA) and AI-driven automation are key drivers of digital transformation.
Adversarial machine learning
Adversarial machine learning is a technique used to manipulate AI models by introducing deceptive inputs. These attacks exploit vulnerabilities in models, leading to incorrect predictions or decisions. Adversarial defenses, such as robust training methods, are developed to mitigate these risks.
