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Abstract: As security engineers, managing risk means making informed decisions about which vulnerabilities to address first. We are often too time constrained, and the signal-to-noise ratio of current SAST/SCA tooling is too low. This talk introduces "Runtime Reachability," a novel approach that leverages Continuous Profiling via eBPF to quantify how often a vulnerable method/codepath is called, in actual production usage. By understanding the runtime behavior of applications, security teams can effectively filter out low-likelihood vulnerabilities, prioritize fixes more effectively, reduce toil & the overall risk to their organization.



























































