BlackBerry Cylance on the Future of Proactive Cybersecurity
Information security veteran emphasizes the need to move past a detection-based model to a mathematically predictive model.

Cybersecurity in the U.S. is moving beyond a reactive model to an era of proactive prevention, noted a security leader at cybersecurity firm Blackberry Cylance.
Former FBI cybersecurity expert and Vice President, Office of Cybersecurity and Trust at BlackBerry Cylance John McClurg joined the State of Cyber CXO Tech Forum July 18 to discuss the origins of American information security as well as the future of the field. McClurg outlined a storied career in FBI counterintelligence and cybersecurity, paying special attention to the origins of federal cybersecurity.
McClurg was brought to the FBI counterterrorism task force due to his background in hermeneutics, with recruiters particularly interested in his ability to help predict terror attacks and foster a culture of proactive security. He mentioned ongoing frustration within the U.S. intelligence community over post-facto investigation of terror incidents, mentioning that both the Lockerbie and Oklahoma City bombings were only scrutinized after the attacks.
“We were pretty much stymied in the world of proactive detection,” he said at the event.
McClurg detailed that this focus on reactive detection was carried into the nascent field of cybersecurity as well. This resulted in a culture within the federal government where network breaches were only corrected after the fact, with a primary emphasis on damage control and repair. After extensive experience with both counterintelligence and cyber investigations, McClurg mentioned it had become abundantly clear that the U.S. had to move beyond this style of detection that risked considerable information compromise even in the case of relative vigilance. He tied this deficiency to underperformance in piecing together key indicators of data compromise, a vulnerability that allowed attackers to maintain sustained access to core systems.
McClurg mentioned that the advent of big data analytics provided a template for a more sophisticated threat detection and prevention system. After helping design an insider threat program within the federal government, McClurg retired to take his expertise to the private sector.
Toward proactive prevention, the most promising development in this field appears to be the leveraging of artificial intelligence, which has been McClurg’s primary focus at BlackBerry Cylance.
When McClurg transitioned to the private sector, signature-based antivirus programs were still the dominant means of detecting information compromise. Rather than relying on this as a fixed paradigm, McClurg helped analyze various known methods of data breach and use this as a means for better understanding the broader cyber landscape. He made a habit of leveraging these insights to prevent future attacks — extrapolating what they indicated about the threat landscape to foster a more proactive form of data protection. McClurg ensured this became an ongoing cycle throughout his tenure in the private sector, a methodology that helped instill the foundations of a proactive, rather than purely reactive, cybersecurity culture.
McClurg noted particular success with first leveraging this style of cyber innovation at Dell, where he helped an information security team draw insights from the broader cyber landscape and run a complex array of zero day and ransomware attacks within a threat simulation model. The result was the successful diversion of over 99.7% of the simulated attacks — a significantly more effective mode of information security protection than the longstanding signature-based antivirus paradigm.
He concluded by outlining that mathematically predictive models represent the future of cybersecurity and that both the federal government and private sector would be best served by implementing these measures in lieu of the antiquated signature-based response method.
This is a carousel with manually rotating slides. Use Next and Previous buttons to navigate or jump to a slide with the slide dots
-
DOD Can No Longer Assume Superiority in Digital Warfare, Officials Warn
The DOD must make concerted efforts to address cyber vulnerabilities to maintain the tactical edge, military leaders said at HammerCon 2025.
4m read -
Tracking CIOs in Trump's Second Term
Stay informed on the latest shifts in federal technology leadership as new CIOs are appointed and President Trump's second term takes shape.
6m read -
Inside Oak Ridge National Lab’s Pioneer Approach to AI
Energy Department’s Oak Ridge National Lab transforms AI vulnerabilities into strategic opportunities for national defense.
22m listen -
AWS Summit: Innovation Accelerates IT Delivery at DOD
Marine Corps Community Services is tackling outdated IT processes with agile development and cutting-edge cloud security to deliver mission-critical capabilities faster.
12m watch -
AWS Summit: NIST Secures High-Performance Computing Against Evolving Threats
NIST’s Yang Guo reveals the broad attack surface of high-performance computing and explains developing guidance and future-proofing security strategies.
9m watch -
Trump Overhauls Federal Cybersecurity with New Executive Order
The new directive aims to strengthen digital defenses while rolling back "burdensome" software requirements and refocusing AI security.
3m read -
AWS Summit: Forging Successful Cloud Modernization Partnerships
Industry leaders share insights on the critical role industry partnerships have in enabling government agencies to navigate procurement challenges for cloud and zero trust solutions.
24m watch Partner Content -
CISA's CVE Program and Why it Matters for Zero Trust
The vulnerability program provides the cybersecurity community visibility into software as part of a key pillar of CISA's zero trust model.
5m read -
Air Force, Coast Guard Talk Data Security Efforts for AI Development
The services' AI initiatives include efforts like creating clean training data, countering data poisoning and bridging siloed teams.
4m read -
DHS Secretary Urges Congress to Reauthorize CISA 2015
Federal leaders highlight CISA 2015's role in strengthening public-private partnerships and defending against evolving cyber threats.
3m read -
Rep. Gerry Connolly Leaves Lasting Mark on Federal Tech
Connolly's leadership in Congress significantly advanced government IT, emphasizing accountability, efficiency and a robust cybersecurity posture.
4m read -
Agencies Use AI to Boost Efficiency, Cybersecurity Under White House Mandates
DLA and GAO are investigating how AI can boost efficiency and bolster cybersecurity as agencies align with the president's tech directives.
3m read