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From Attack Simulation to SIEM Rule: Deterministic Detection-as-Code Synthesis with Probe-Level Traceability
Announce Type: new Abstract: Security teams routinely simulate attacks against their own systems to check whether their monitoring would catch a real intruder. These Breach-and-Attack-Simulation (BAS) tools surface findings, but the security information and event management (SIEM) systems that watch production need detection rules -- and today a human bridges that gap by hand, reading each finding and writing the corresponding Sigma rule (a vendor-neutral detection format). We show this...
Who is Yamini Rangan? Indian-origin engineer who is one of tech's highest-paid CEOs
Yamini Rangan, an Indian-origin technology executive who serves as the Chief Executive Officer of HubSpot, a software company that provides marketing, sales and customer relationship management tools to businesses worldwide. Her rise to the top of the technology industry did not happen overnight. Over more than two decades, she worked across engineering, strategy, operations and customer-focused roles before taking charge of one of the world's leading software firms, and even worked at a...
Evolution of Log-Based Detection Rules in Public Repositories
arXiv:2605.05383v3 Announce Type: replace Abstract: Log-based detection rules remain central to modern security operations, encoding domain expertise that analysts iteratively refine to balance detection coverage against alert volume. Yet while prior work has examined the evolution of network intrusion detection signatures, the longitudinal behavior of log-based detection rules has received little empirical study. We present the first longitudinal analysis of detection rule evolution across...