There’s an opportunity to incorporate automation to reduce risk at all stages of security, said Rani Osnat, vice president for strategy at Aqua Security, a cloud application security provider. This can start with automated scanning for vulnerabilities, flaws, malware, and configuration mistakes, and include automated profiling of allocation behavior for whitelisting and anomaly detection. Other security areas ripe for automation are detection of and response to breaches and attacks.