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LLM Security Needs Capability Scoping, Not Better Prompts

This story is from 2026-11-05. It is preserved in the archive; the latest stories are on the live feed.

TL;DR — Filtering and classifier-based guardrails treat prompt injection as a text-matching problem, but attackers only need one novel phrasing to win. The durable fix borrows from network security's 'assume breach' posture: tag content by provenance, propagate that taint through the pipeline, and…

Read the full story at DEV Community — Machine Learning ↗

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  1. 2026-11-05 14:16 · DEV Community — Machine Learning
    LLM Security Needs Capability Scoping, Not Better Prompts

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