Automating Core AppSec Tooling Dev Loops: Language Model Powered Rule Generation

Wed, 05 Jul 2023 00:00:00 +0000

This technical article explores in depth one way to layer embeddings powered k-nearest-neighbor (kNN) search, retrieval augmented generation, and specialist LLM tools to turn what might take a single engineer a month to complete into a task that completes in 40 minutes and costs less than $10 in OpenAI API credits.

Large Language Models in AppSec: An Innovator’s Primer

Tue, 30 May 2023 00:00:00 +0000

A steady stream of Fear, Uncertainty, and Doubt surrounding Large Language Models (LLMs) dominates the discourse; Leaking IP? Generated code with vulnerabilities? Verbatim extracts from GPL code? Will OpenAI employees learn about your top-secret plans? Will LLMs usher in a new era of cyber-threats? The coverage here is massive - under-amplified is where AI, and LLMs specifically, is posed to make a significant impact on how people and organizations approach application security.

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Automating Core AppSec Tooling Dev Loops: Language Model Powered Rule Generation

Large Language Models in AppSec: An Innovator’s Primer