Automation, Machine Learning and Artificial Intelligence to defend against emerging threats
Malware sophistication is increasing as adversaries begin to weaponize cloud services and evade detection through encryption. This is used as a tool to conceal command-and-control activity. To reduce adversaries’ time to operate, security professionals said they will increasingly leverage and spend more on tools that use AI and machine learning. This has been reported in the CISCO annual cybersecurity report. The report also shows 50 percent of organizations in India are reliant on automation, 53 percent are reliant on machine learning, 51 percent are highly reliant on AI. While encryption is meant to enhance security, the expanded volume of encrypted global web traffic (50 percent as of October 2017) - both legitimate and malicious - has created more challenges for defenders trying to identify and monitor potential threats. Cisco threat researchers observed more than a threefold increase in encrypted network communication used by inspected malware samples over a 12-month per