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Are You Ready for Data Leakage Loops?
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Are You Ready for Data Leakage Loops?
Key Takeaways Data leakage loops emerge when sensitive information introduced into AI interactions is retained, retrieved, and reinforced over time. These loops are difficult to detect because each step appears as normal system behavior rather than a traditional security breach. Prompt injection, over-broad retrieval, and excessive retention are the three core mechanisms that enable AI-driven data leakage. Effective AI security requires embeddi…
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