The year 2021 was really hard for cybersecurity in many areas. Solar Winds, Colonial Pipeline, and also numerous other violations that had a substantial financial and security-related effect were some of one of the most famous. Ransomware attacked several little and medium-sized services with a furious vengeance. Most severe of all was the fact that adversaries manipulated security susceptabilities in supply chains and critical facilities at greater rates than in the past. We are only beginning to see several of the fads that will be prevalent in 2022, even though it is just January.