Malware sophistication is increasing as adversaries begin to weaponize cloud services and evade detection through encryption, 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, according to the 11th Cisco® 2018 Annual Cybersecurity Report (ACR).
While encryption is meant to enhance security, the expanded volume of encrypted 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 period.
Applying machine learning can help enhance network security defenses and, over time, “learn” how to automatically detect unusual patterns in encrypted web traffic, cloud, and IoT environments. Some of the 3,600 chief information security officers (CISOs) interviewed for the Cisco 2018 Security Capabilities Benchmark Study report, stated they were reliant and eager to add tools like machine learning and AI, but were frustrated by the number of false positives such systems generate. While still in its infancy, machine learning and AI technologies over time will mature and learn what is “normal” activity in the network environments they are monitoring.
“Last year’s evolution of malware demonstrates that our adversaries continue to learn,” said John N. Stewart, Senior Vice President and Chief Security and Trust Officer, Cisco. “We have to raise the bar now – top down leadership, business led, technology investments, and practice effective security – there is too much risk, and it is up to us to reduce it.”
Cisco 2018 Annual Cybersecurity Report Additional Highlights
Additional Recommendations for Defenders:
The Cisco 2018 Annual Cybersecurity Report, now in its 11th year, highlights findings and insights derived from threat intelligence and cybersecurity trends observed over the past 12-18 months from threat researches and six technology partners: Anomali, Lumeta, Qualys, Radware, SAINT, and TrapX. Also, included in the report are results of the annual Security Capabilities Benchmark Study (SCBS), which this year surveyed 3,600 chief security officers (CSOs) and security operations (SecOps) managers from 26 countries about the state of cybersecurity in their organizations.
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