Systems, methods, apparatus, and articles of manufacture to classify data via tiered machine learning analysis

Abstract

Systems, apparatus, articles of manufacture, and methods are disclosed to classify data via tiered machine learning analysis. An example apparatus includes interface circuitry to access a latent space representation (LSR) of a first sample of a webpage, machine-readable instructions, and at least one processor circuit to be programmed by the machine-readable instructions. For example, the at least one processor circuit is to initiate a first artificial intelligence (AI) model to classify the webpage as benign or potentially malicious based on the LSR. Additionally, the at least one processor circuit is to, after the first AI model classifies the webpage as potentially malicious, initiate a second AI model to classify the webpage as benign or malicious based on a second sample of the webpage, the first AI model being less precise than the second AI model.