Prompt Injection Bypass

PraisonAI is vulnerable to a Prompt Injection Bypass. The vulnerability is due to the block threshold defaulting to CRITICAL severity, which allows an attacker to submit instruction override or financial manipulation prompts that evade blocking, potentially enabling system prompt extraction and...

GHSA-FJ8F-M44G-C479 PraisonAI: Prompt Injection Defense Bypassed for HIGH-Level Threats

Summary Injection Defense is a purpose-built prompt injection defense layer. It scans LLM inputs through six detection categories: instruction overrides, authority claims, boundary manipulation, obfuscation, financial manipulation, and self-harm instructions. The defense is misconfigured by...

Securing AI Agents against Prompt Injection Attacks

Retrieval-augmented generation RAG systems have become widely used for enhancing large language model capabilities, but they introduce significant security vulnerabilities through prompt injection attacks. We present a comprehensive benchmark for evaluating prompt injection risks in RAG-enabled A...