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Introducing the Generative Application Firewall (GAF)

Published 22 Jan 2026 in cs.CR and cs.AI | (2601.15824v1)

Abstract: This paper introduces the Generative Application Firewall (GAF), a new architectural layer for securing LLM applications. Existing defenses -- prompt filters, guardrails, and data-masking -- remain fragmented; GAF unifies them into a single enforcement point, much like a WAF coordinates defenses for web traffic, while also covering autonomous agents and their tool interactions.

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