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.
In an era where “AI training” has become synonymous with data collection, we get this question a lot: “Does Resilience use our company data to train AI models like ChatGPT?” The short answer? No. But the full answer reveals something more interesting about how we approach cyber risk modeling and why we chose a different […]
San Francisco, CA – September 9, 2025 – The financial fallout of ransomware attacks is climbing even as the number of cyber insurance claims falls, according to new data from Resilience, a leading cyber risk solutions company. In the first half of 2025, the average cost of an individual ransomware attack rose by 17%, while […]
The cybersecurity world is experiencing an unexpected paradox in 2025. While cyber insurance claims in the Resilience portfolio dropped by 53% in the first half of the year—suggesting that organizations are getting better at preventing attacks—the financial damage from successful incidents has actually increased. Our latest 2025 Midyear Cyber Risk Report reveals that when cybercriminals […]
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