Prompt Overflow: What the Guardrail Inspects Is Not What the Model Infers

Guardrail models a.k.a. safety checkers are widely deployed to screen user inputs before they reach large language models LLMs, serving as a primary defense against prompt injection attacks. Due to strict context constraints, these models handle overlength prompts through truncation or...

Denial of Service (DoS)

Overview imaginAIry is an AI imagined images. Pythonic generation of images. Affected versions of this package are vulnerable to Denial of Service DoS over the /api/stablestudio/generate endpoint. An attacker can cause the server to crash and return KILLED to all clients by sending a payload with...