The Titans of AI and the ML Arms Race in Cybersecurity

Machine learning-powered cybersecurity solutions are becoming must-haves for threat detection and response.

Boston, February 20, 2019 – Signature-based detection systems have failed to detect attacks (while still inundating analysts with false positives) because their adversaries’ tactics, techniques, and procedures are always changing. To end this historical epoch of failure and alarm fatigue, the technology that vendors use to detect and prevent attacks must adapt to meet the evolving approaches of hackers. ML is powering the next evolution of these systems.

This report profiles 14 cybersecurity vendors headquartered in the United States, U.K., and Europe: Arcadia Data, Awake Security, Cequence Security, Cisco, Cybraics, Darktrace, ExtraHop, Kenna Security, KineticFuse, Lastline, SentinelOne, Shape Security, Symantec, and Vectra. It is the result of interviews with vendors whose global cybersecurity solutions across four product categories (network security, endpoint detection and response, monitoring, and vulnerability management) rely on ML models. Aite Group conducted the interviews between October 2018 and January 2019.

This 74-page Impact Report contains three figures and nine tables. Clients of Aite Group’s Cybersecurity service can download this report, the corresponding charts, and the Executive Impact Deck.

This report mentions AccelOps/Fortinet, Akamai, AlienVault, Amazon Web Services, Apache Spot, Avanan, Barracuda, BluVector, Box, Carbon Black, Checkpoint, Cherwell, Cirries, Citrix, Cloudera, Cofense, CrowdStrike, Cylance, Demisto, Dropbox, Egnyte, Empow, Endgame, Exabeam, FireEye, Forcepoint, Foundstone, Gigamon, Google, Hillstone Networks, HP ArcSight, IBM, Imperva, Invincea, IntruVert, Jask, Jamf, Jira, Jumpcloud, Juniper, Kaspersky, Kubernetes, Lancope, LogicHub, LogRhythm, Lookout Security, Microsoft, McAfee, Nexpose, Netwitness, Nicira, Norton, Observable Networks, OpenText, Palo Alto Networks, Proofpoint, OPSWAT, Qualys, Rapid7, Remedy, Resolve Systems, Salesforce, Sennovate, ServiceNow, Slack, Snort, SonicWall, Spamina, Splunk, StreamSets, Sumo Logic, Suricata, Swimlane, Tanium, Tenable, ThreatConnect, Tripwire, VMware, and Watchguard.

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