AiSOC
★ 2.8k
vs
www-project-agent-memory-guard
★ 188
AiSOC vs www-project-agent-memory-guard
AiSOC: AiSOC is an open-source, self-hostable AI Security Operations Center designed to ingest security telemetry, detect and correlate threats, and investigate incidents using auditable AI agents. It provides proposed responses that require human approval, ensuring secure and transparent operations.; 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
AiSOCSecurity & Safety · ★ 2.8k
When to choose:
- You want a self-hosted SOC where an AI agent investigates incidents, logs every prompt and tool call, and a human approves each response.
- You want to run with no API key: it bundles a local `llama3.2:3b` model.
- Your telemetry is in Splunk, Sentinel, Elastic, CrowdStrike, Okta, AWS, Wiz or Kubernetes, among 84 connectors.
When to skip:
- You cannot give it 8 GB memory and 20 GB disk for the core profile, or about 12 GB for the full one.
- You need a hosted model: the README says no hosted model provider has been tested.
- You need proven detection: 2,603 of 6,991 rules are executable, which proves reachability, not that they catch attacks.
www-project-agent-memory-guardSecurity & Safety · ★ 188
Reference implementation for OWASP ASI06: Memory Poisoning.
02
Side-by-Side Comparison
Field
AiSOCwww-project-agent-memory-guardCategory
Security & Safety
Security & Safety
Stars
★ 2.8k
★ 188
License
MIT
Apache-2.0
Install Command
git clone https://github.com/beenuar/AiSOC && cd AiSOC && make up
pip install agent-memory-guard
Updated
1d ago
1d ago
Open Source
Yes
Yes
Tags
AI Security Operations, Threat Detection, Incident Investigation
AI Security, Agent Defense, Memory Protection
03
Features
AiSOC01AI-powered threat detection and correlation
02Auditable AI agent-led incident investigation
03Human-approved security response actions
04Support for 84 diverse data connectors
05Bundled local language model for immediate threat triage
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
AiSOC↳Building a self-hostable AI-powered Security Operations Center.
↳Automating threat detection, correlation, and incident investigation.
↳AI-assisted triage and analysis of security alerts with auditable reasoning.
↳Integrating and normalizing security telemetry from various tools.
↳Consuming and utilizing CISA Known Exploited Vulnerabilities (KEV) for threat intelligence.
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
AiSOCEssentialTrending
www-project-agent-memory-guard—
FAQ
FAQ
What is the difference between AiSOC and www-project-agent-memory-guard?
Both AiSOC and www-project-agent-memory-guard are in the Security & Safety category. AiSOC has 2.8k stars, while www-project-agent-memory-guard has 188 stars.
Which is better, AiSOC or www-project-agent-memory-guard?
The best choice depends on your use case. Choose AiSOC if Building a self-hostable AI-powered Security Operations Center., and www-project-agent-memory-guard if Reference implementation for OWASP ASI06: Memory Poisoning..
Is AiSOC free or open source?
Yes, AiSOC is open source on GitHub (MIT).
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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