Anuj Malkapuram and Anton Chuvakin discuss the role machine learning has in threat management and the skills needed in new cybersecurity hires.
by Nikhil Chawla
Security practitioners, particularly incident responders, are awash in data. Historically, security event management (SEM) and in the last decade security information event management (SIEM) has been the industry’s response to getting signal from big and fast moving data. Think of signal as finding the needle in the haystack. The problem really is that there are too many needles. So, it becomes the needle in the needle stack. Meaning, there are so many alerts firing off…you don’t know which one matters. Advancements in analytics like machine learning coupled with the cloud (scale) have the promise to help.
Anton is the leading voice on this topic as an analyst now product leader at Google. Anuj is the person in the salt mines fighting the good fight. He runs one of the largest security analytics orgs in the world as SFDC. He also represents a modern threat hunter…who bring security, software development and data science together. The represent two sides of one “security information and event management” coin so to speak.
We’ve covered why vendor discovery matters, how to mine data streams for comprehensive vendor identification, which vendor categories are commonly overlooked, and how to implement risk-based tiering. Now comes the critical question: how do you actually implement this in your organization and make it sustainable over time? Chuck Norton from Resilience emphasizes the resource reality: […]
At the start of 2025, we made some bold predictions about the cyber landscape. Now, as we look back at the year that was, it’s time to see how accurate our crystal ball really was. Dr. Ann Irvine, Chief Data and Analytics Officer at Resilience, sat down with us to evaluate what happened—and what surprised […]
San Francisco, CA – December 3, 2025 – Resilience, the leading cyber risk company, today announced the appointment of Erik Wrobel as its Chief Product Officer. In this pivotal role, Wrobel will be responsible for product management, UX design, and engineering. Wrobel brings extensive experience in product and technology leadership, with a proven track record […]
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