Module I Ai & Ml In Cyber Security Questions And Answers

Unsupervised Learning {Ans: makes use of algorithms that input unlabeled training data, with the aim of deducing all categories by itself (i.e dimensionality reduction, clustering)}Supervised Learning {Ans: makes use of algorithms that input a set of labeled training data, with the aim of learning the differences between the labels (i.e classification, regression)}Where does cybersecurity rank in terms of the most active industry that deals with companies applying AI? {Ans: Fourth}What is used vastly across various industries and applications due to the increase in computing power, data collection, and storage capabilities? {Ans: Machine Learning (ML)}Machine Learning (ML) {Ans: An unsupervised self-learning system that is used to define what the normal network looks like, along with its devices, and then to backtrack and report any deviations or anomalies in real-time}What value is the AI-related cyber security market predicted to reach by 2026? {Ans: $38.2 billion}What are the Machine Learning classification techniques? {Ans: Supervised and Unsupervised Learning}What are some ways that AI and ML prevent cyber attackers? {Ans: Password protection and authentication, phishing detection and prevention, threat detection, vulnerability management, behavioral analytics, network security, AI based Antivirus, Fraud Detection, Botnet Detection, AI to Combat AI