Vector Sanitizer: Mathematical Defense Against Embedding-Based Attacks in AI Systems
This story is from 2026-10-08. It is preserved in the archive; the latest stories are on the live feed.
As Large Language Models (LLMs) and vector search engines become core components of modern software architecture, a new class of security vulnerabilities has emerged: embedding-based attacks. Traditional Web Application Firewalls (WAFs) and input sanitizers are built for text—they look for SQL inje…
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- 2026-10-08 07:10 · DEV Community — AI
Vector Sanitizer: Mathematical Defense Against Embedding-Based Attacks in AI Systems