It’s a new year, and with a new year come new security challenges and new takes on old favorites. While phishing, social engineering, and state-sponsored attacks are still significant issues, new machine learning innovations support better security efforts. But emerging attack vectors like IoT objects are shifting the cybersecurity battleground into new and unknown territory.

Here are some of the top trends we see down the road in 2022.