AI/LLM security is the practice of protecting applications built on large language models and AI agents from threats unique to them, such as prompt injection, data leakage, and model abuse. It addresses risks across the model, its data, its tools, and its outputs. The OWASP Top 10 for LLM Applications is the leading reference for these risks.
LLM-powered products introduce attack paths traditional security never had to consider: untrusted text becomes executable instruction, retrieval pipelines leak sensitive data, and autonomous agents can be steered into abusing their own tools.
A solid AI security pass combines threat modeling of the model, data, and agent surfaces with adversarial testing against the OWASP LLM Top 10. traztech runs the threat modeling and partners with Lorikeet Security for the hands-on adversarial work.
traztech delivers AI / LLM security assessments for startups and growth-stage companies, led by a published CVE researcher.
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