Date: September 25, 2025 (GMT +8)

Time: 14:20

In a world drowning in data, bigger isn't always better—especially when it comes to Cyber Threat Intelligence (CTI). As security teams struggle to keep up with bloated threat feeds and ever-growing lists of malicious IPs, a smarter approach is emerging: using Machine Learning to not only accelerate detection but to trim the fat without losing the threat.

This talk dives into the cutting-edge fusion of CTI and ML, revealing how AI-driven models can intelligently reduce massive IP datasets while preserving—and even enhancing—their ability to detect real threats. We'll explore practical strategies, success stories, and pitfalls to avoid when implementing these techniques in live environments. Expect a fast-paced, thought-provoking session with real-world takeaways for anyone serious about improving detection speed, lowering resource demands, and staying ahead of the threat curve.

If you're a cybersecurity leader, threat analyst, or technologist looking to level up your defenses with smart, lean data—this is the session you can’t afford to miss.

Speaker

Wilson Chua
Wilson L. Chua is an accomplished cybersecurity and operations leader, recognized for excellence and innovation in both the private and academic sectors. A Gold Medal Awardee from the National University of Singapore (NUS) and a Distinguished Alumni of the University of the Philippines Cesar Virata School of Business, Wilson brings a rare blend of strategic insight and hands-on expertise across multiple domains.

With a solid track record as a Chief Information Security Officer (CISO), Wilson has led cybersecurity programs that balance compliance, risk management, operational resilience and leveraging on ML/AI. Beyond cybersecurity, Wilson has also held key leadership roles in Call Center Operations, Network Operations, and Big Data Analytics, driving digital transformation and operational efficiency across large-scale enterprises.

With a unique mix of academic excellence and real-world experience, Wilson is passionate about building secure, data-driven organizations that thrive in today’s fast-evolving digital landscape"

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