agentic_security
★ 2.0k
vs
www-project-agent-memory-guard
★ 188
agentic_security vs www-project-agent-memory-guard
agentic_security: Agentic Security is an open-source vulnerability scanner designed to protect AI systems and LLM agent workflows. It detects and mitigates threats like jailbreaks, fuzzing, and multimodal attacks.; 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
agentic_securitySecurity & Safety · ★ 2.0k
When to choose:
- You want to red-team your own LLM or agent endpoint with multimodal attacks, multi-step jailbreaks, fuzzing and RL-based probes.
- Your target is any HTTP API: you describe it with a plain-text request spec.
- You want a CI check with a budget and a failure threshold, and your own CSV prompt datasets.
When to skip:
- You are not authorised to test the target: only scan systems you own or may test.
- You need to vet MCP servers before installing them: it tests model endpoints, not MCP server code.
- API cost is a problem: scans send many attack prompts.
www-project-agent-memory-guardSecurity & Safety · ★ 188
Reference implementation for OWASP ASI06: Memory Poisoning.
02
Side-by-Side Comparison
Field
agentic_securitywww-project-agent-memory-guardCategory
Security & Safety
Security & Safety
Stars
★ 2.0k
★ 188
License
Apache-2.0
Apache-2.0
Install Command
pip install agentic_security
pip install agent-memory-guard
Updated
4d ago
1d ago
Open Source
Yes
Yes
Tags
AI Security, LLM, Vulnerability Scanner
AI Security, Agent Defense, Memory Protection
03
Features
agentic_security01Multimodal Attacks
02Multi-Step Jailbreaks
03Comprehensive Fuzzing
04API Integration & Stress Testing
05RL-Based Attacks
www-project-agent-memory-guard01Integrity: 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
agentic_security↳AI system vulnerability testing
↳LLM security research
↳DevSecOps for AI
www-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.
05
Best For
agentic_securityTrending
www-project-agent-memory-guard—
FAQ
FAQ
What is the difference between agentic_security and www-project-agent-memory-guard?
Both agentic_security and www-project-agent-memory-guard are in the Security & Safety category. agentic_security has 2.0k stars, while www-project-agent-memory-guard has 188 stars.
Which is better, agentic_security or www-project-agent-memory-guard?
The best choice depends on your use case. Choose agentic_security if AI system vulnerability testing, and www-project-agent-memory-guard if Reference implementation for OWASP ASI06: Memory Poisoning..
Is agentic_security free or open source?
Yes, agentic_security 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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