AgentIndex icon
AgentIndex
ave logo
ave
★ 23
vs
www-project-agent-memory-guard logo
www-project-agent-memory-guard
★ 188

ave vs www-project-agent-memory-guard

ave: AVE (Agentic Vulnerability Enumeration) is a behavioral classification standard for agentic AI components, addressing the gap in existing vulnerability standards for AI-specific threats. It provides stable IDs, AIVSS scores, and maps findings to established security frameworks like OWASP MCP and MITRE ATLAS.; www-project-agent-memory-guard: OWASP Agent Memory Guard is a runtime defense solution designed to prevent AI agents from being weaponized through their own memory by detecting and blocking memory poisoning attacks. It provides a robust security layer that intercepts malicious writes to agent memory, ensuring the integrity and safety of AI operations even after context resets.

01

TL;DR

ave logo
aveSecurity & Safety · ★ 23

Scanning agent skill files for prompt injection and other AI-specific vulnerabilities

Read ave full review →
www-project-agent-memory-guard logo
www-project-agent-memory-guardSecurity & Safety · ★ 188

Reference implementation for OWASP ASI06: Memory Poisoning.

Read www-project-agent-memory-guard full review →
02

Side-by-Side Comparison

Field
ave logoave
www-project-agent-memory-guard logowww-project-agent-memory-guard
Category
Security & Safety
Security & Safety
Stars
★ 23
★ 188
License
Apache-2.0
Apache-2.0
Install Command
pip install bawbel-scanner
pip install agent-memory-guard
Updated
3d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
AI Security, Agentic AI, Vulnerability Classification
AI Security, Agent Defense, Memory Protection
03

Features

ave logoave
01Stable Identifiers for Agentic AI Behavioral Classes
02Standardized Vulnerability Scoring with OWASP AIVSS v0.8
03Cross-referencing with Established Security Frameworks (OWASP MCP, MITRE ATLAS, NIST AI RMF)
04Behavioral Fingerprinting for AI Component Weaponization
www-project-agent-memory-guard logowww-project-agent-memory-guard
01Integrity: SHA-256 baselines flag out-of-band tampering with immutable keys.
02Threat detection: Built-in detectors for prompt injection, sensitive data leakage, protected-key modifications, size anomalies, and self-reinforcement loops.
03Policy enforcement: YAML-defined rules map findings to actions like `allow`, `redact`, `quarantine`, or `block`.
04Forensics: Every decision emits a structured `SecurityEvent`, with point-in-time snapshots for rollback to a known-good state.
05Drop-in middleware: Ships with `GuardedChatMessageHistory` for LangChain and general framework-agnostic `MemoryStore` protocol.
04

Use Cases

ave logoave
↳Scanning agent skill files for prompt injection and other AI-specific vulnerabilities
↳Integrating AI vulnerability detection into CI/CD pipelines
↳Reporting agentic AI security findings against existing enterprise security frameworks
↳Developing AI security scanners that need a standardized vulnerability classification
www-project-agent-memory-guard logowww-project-agent-memory-guard
↳Reference implementation for OWASP ASI06: Memory Poisoning.
↳AI security research, such as at Microsoft.
↳Securing multi-tenant agent deployments with compliance requirements in enterprise teams.
↳Protecting LangChain, OpenAI Agents SDK, AutoGen, mem0, and CrewAI based agents from memory-based attacks.
FAQ

FAQ

What is the difference between ave and www-project-agent-memory-guard?
Both ave and www-project-agent-memory-guard are in the Security & Safety category. ave has 23 stars, while www-project-agent-memory-guard has 188 stars.
Which is better, ave or www-project-agent-memory-guard?
The best choice depends on your use case. Choose ave if Scanning agent skill files for prompt injection and other AI-specific vulnerabilities, and www-project-agent-memory-guard if Reference implementation for OWASP ASI06: Memory Poisoning..
Is ave free or open source?
Yes, ave is open source on GitHub (Apache-2.0).
Is www-project-agent-memory-guard free or open source?
Yes, www-project-agent-memory-guard is open source on GitHub (Apache-2.0).
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