From Controls to Confidence: Why Security Programs Fail Without Adoption

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Presented at SnowFROC 2026 by

Ashley Rivera

Many application security programs are technically sound yet struggle to deliver real risk reduction. Dashboards exist, controls are implemented, and tools are deployed, but teams still lack confidence in the signals they rely on.