Cyberattacks are on the rise, and endpoints such as PCs are a frequent target. Once a system is. infected, in more than 25% of cases it may not be detected for months or more, according to the 2020 Verizon. Cybersecurity has been a boon for security, as we can apply. techniques including. machine learning (ML) to the job of. other cyber-virus and other. cyber-security. tools can be trained on thousands of existing. existing. threats and then identify new new. new threats based on patterns it detects, making the tool effective against zero-day threats.”]