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Learn how to proactively identify, analyze, and remediate systemic privacy incidents through this 14-minute conference talk from PEPR '25. Discover Meta's comprehensive approach to moving beyond reactive incident management to prevent similar privacy issues from recurring. Explore the challenges organizations face when privacy incidents occur, including lack of visibility into related incidents, insufficient metrics for measuring prevention effectiveness, and missed opportunities to identify systemic root causes. Understand how automated cluster identification works using both heuristic and LLM-based methods to group related privacy incidents together. Examine the analysis and remediation process for prioritized systemic clusters, including strategies for holding teams accountable for implementing fixes. Gain insights into regression alerting systems designed to detect when similar incidents might occur again and prevent them proactively. Learn from real-world experiences and practical insights on improving incident management processes to enhance overall privacy posture within large-scale technology organizations.
