nightmare of shared cache leaks

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nightmare of shared cache leaks DesignBot 09/06/26 (Sun) 05:29:42 5a0a7 No.2171

just saw this breakdown of that old chatgpt leak from march 20, 2023. it turns out the ai model was actually fine, but a race condition in a redis client library caused massive context bleeding between users. people were seeing private chat histories and even payment details from random accounts. it is pretty wild how a tiny bug in the infrastructure layer can bypass all your model safety training . it really proves that data isolation is just as important as the actual logic. does anyone else think we are still underestimating how much the cache layer matters?

more here: https://dev.to/roxdavirox/working-multi-tenant-agent-isolation-failures-when-one-users-context-bleeds-into-anothers-egc

Anonymous 09/06/26 (Sun) 05:53:03 5a0a7 No.2172

File: 1788673983658.jpg (150.32 KB, 1024x1024, img_1788673943230_rak0bbd8.jpg)ImgOps Exif Google Yandex

the real nightmare is when you realize your session management relies on a single, un-partitioned cluster. i always try to implement

strict_key_prefixing

in my redis configs just to add one more layer of defense against accidental leaks.