Skip to content

v1.1.0 - RAG & Multi-Agent Security

Latest

Choose a tag to compare

@github-actions github-actions released this 17 Jan 02:22
· 11 commits to main since this release

What's New in v1.1.0

This release introduces comprehensive security scanning for RAG (Retrieval-Augmented Generation) systems and Multi-Agent orchestration frameworks.

RAG Security Scanner

  • 30+ security rules covering vector stores, document ingestion, and poisoning detection
  • 8 vector stores supported: Pinecone, Chroma, Weaviate, Qdrant, Milvus, PGVector, Redis, FAISS
  • New CLI commands: secureagent rag scan, rag vector-stores, rag documents, rag poisoning, rag test

Multi-Agent Security Scanner

  • 30+ security rules for orchestration, communication, and delegation attacks
  • 4 frameworks supported: LangGraph, AutoGen, CrewAI, AutoGPT
  • Detects: workflow cycles, privilege escalation, circular delegation, message injection, replay attacks
  • New CLI commands: secureagent multiagent scan, multiagent orchestration, multiagent communication, multiagent delegation, multiagent frameworks

Jailbreak Detection

  • New secureagent detect command group for jailbreak and prompt injection detection

Security Testing Payloads

  • Multi-agent attack payloads (MA-001 to MA-010)
  • RAG poisoning payloads

Test Coverage

  • 308 tests passing
  • Comprehensive test coverage for all new scanners

Installation

pip install secureagent

Quick Start

# Scan RAG system
secureagent rag scan ./rag-project

# Scan multi-agent system
secureagent multiagent scan ./agents

# Detect jailbreak attempts
secureagent detect jailbreak "user input"

Full Changelog: v1.0.2...v1.1.0