Episode Details

This story was originally published on HackerNoon at: https://hackernoon.com/the-silent-ai-breach-how-data-escapes-in-fragments.
AI doesn’t steal data at once—it leaks fragments through prompts, exports, and apps. Why legacy DLP and DSPM miss the pattern.
Check more stories related to cybersecurity at: https://hackernoon.com/c/cybersecurity. You can also check exclusive content about #data-lineage-security, #ai-data-exfiltration, #ai-dlp-vs-dspm, #shadow-ai-risk, #fragmented-data-leakage, #ai-prompt-data-exposure, #unified-data-security-platform, #good-company, and more.

This story was written by: @cyberhaven. Learn more about this writer by checking @cyberhaven's about page, and for more stories, please visit hackernoon.com.

AI-driven data loss rarely looks like a breach. Sensitive information escapes in fragments—copied into prompts, screenshots, exports, and fine-tuning flows across endpoints, SaaS, and cloud systems. Legacy DLP and DSPM see isolated events, not the pattern. Tracking full data lineage across its entire journey is the only way to detect and stop AI-powered exfiltration in real time.