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Today’s security teams are struggling to keep pace with the changes in their networks. Multi-cloud, virtualization, the explosion of IoT and BYOD devices, agile software development, and the crushing volume and speed of data—not to mention Shadow IT— have resources stretched thin. Meanwhile, cybercriminals have been undergoing their own digital transformation. Machine learning and agile development, new sophisticated attacks like ransomware and cryptomining, combined with Dark Web crime-as-a-service offerings mean that attacks are faster, harder to detect, and better at finding and exploiting vulnerabilities.