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@orion-constellation

Orion AI Threat Intelligence

Open Sourced Defensive AI

Synavate Labs: Orion AI Threat Intelligence Platform

Vision Summary:

"Always Discretionary With Stochasity"

!!!! Everything we do is automation first. We don't want to do anything more than three times. Ultimately the goal is to have 10-50x efficiency gains ourselves, then provide that service. !!!!!

Synavate Labs is firstly developing the "Orion AI Threat Platform/Constellation". The public repositories currently reflect a blend of research and technical implementation. Below is a concise summary of the concept and goals. Ultimately, we want to see most of the heavy lifting in a growing threat landscape handled by traditional Programmatic & Machine Learning Techniques blended with leveraging contemporary LLM's.

Thesis: Adversarial AI is rapidly advancing, necessitating innovative defense strategies. Orion aims to be an offensive-defensive tool with four core components, drawing inspiration from the Orion Hunter constellation. This remains a research project with ongoing developments and learnings.

Orion Constellation Components

Orion Threat Hunters:

Function: Semi-Autonomous Threat Hunters monitor CIDR ranges or known threat actors for heuristics indicative of automated system attacks.

Goal: Understand and identify TTPs (Tactics, Techniques, and Procedures) of attackers. Act as a distributed network rather than a host-based system.

Orion Agents:

Function: Multi-agent network processes data from hunters, triages information, and reports findings.

Goal: Utilize high-quality signals for training defensive models and identifying new heuristics for detecting attack vectors.

Cognitive Synthesis:

Function: Synthetic data generator trained on a mix of threats and benign traffic.

Goal: Develop defensive models capable of withstanding novel attacks across different industries.

Orion Network:

Function: Maintain data encryption in motion and at rest to ensure transaction authenticity.

Goal: Implement a blockchain system inspired by Dr. Adam Weigold's research at Cryptic Inc.

Challenges and Next Steps

Team: We need YOU! 💻 Integrations: Taking the Proof of Concept elements and integrate them with a streaming data source Attack Vectors: Defining "zones of the sky" for monitoring and dissecting attack vectors remains a challenge. Human Involvement: High-quality signals and human involvement are essential for training defensive models. Ethical Concerns: Balancing the development of powerful systems as both defensive tools and potential weapons.

Collaboration and Future Work

Synavate Labs is one person at this stage and we want YOU! (All coding made me become a we it appears!) We aim to evaluate advanced technology for efficacy in addressing contemporary cybersecurity challenges. If you'd like to join us on this journey, please reach out.

Website: www.oriondefensiveai.com Email: core@oriondefensiveai.com Repositories: /Orion-Constellation /OrionHunts-AI

Pinned Loading

  1. cognitiveSynthesis cognitiveSynthesis Public

    A synthetic data generator for creating heuristic Adversarial AI data for Defensive AI models

    Jupyter Notebook

  2. A3DS A3DS Public

    Adversarial Detection System

    Python

  3. MitreLlama MitreLlama Public

    Use a local or remote LLM to analyse incoming traffic against mitre-atlas, or mitre-attack data

    Python 1

  4. functional-schemas functional-schemas Public

    A collection of schemas and types related to the functional components of Orion. See database-schemas for further modelling.

    Python

  5. morpheus-D2Intelligence morpheus-D2Intelligence Public

    Morpheus uses data feeds, sources and more to transform Data into Actionable intelligence.

    Python

  6. clfGraph-mojo clfGraph-mojo Public

    Implementing a Classifier gate in a Hierarchal Mixture of Experts composed of Graph Neural Nets.

    Python

Repositories

Showing 10 of 40 repositories
  • senAI Public

    Your cybersecurity assistant for business or personal use. Collaborative attack detection.

    orion-constellation/senAI’s past year of commit activity
    TypeScript 0 0 0 0 Updated Sep 30, 2024
  • mightygraph-rs Public

    Creates a graph based on Veris Incident and MITRE Attack Data. Tightly coupled to current version.

    orion-constellation/mightygraph-rs’s past year of commit activity
    Rust 0 0 0 0 Updated Sep 14, 2024
  • ETL-Pipeline-rs Public

    ETL pipeline for data processing in Rust. There is potential for this to operate with a serverless distributed endpoint arrangement with CloudFlare

    orion-constellation/ETL-Pipeline-rs’s past year of commit activity
    Rust 0 MIT 0 0 0 Updated Sep 12, 2024
  • orion-docs Public

    A unification of the various branches in which this project has turned.

    orion-constellation/orion-docs’s past year of commit activity
    0 Apache-2.0 0 0 0 Updated Sep 6, 2024
  • opencti-client-python Public Forked from OpenCTI-Platform/client-python

    Orion OpenCTI Extender - OpenCTI Python Client

    orion-constellation/opencti-client-python’s past year of commit activity
    Python 0 Apache-2.0 132 0 0 Updated Sep 6, 2024
  • VERISAtlas Public

    Unifying and analysing the two frameworks for enhance threat detection and response.

    orion-constellation/VERISAtlas’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Aug 31, 2024
  • clfGraph-mojo Public

    Implementing a Classifier gate in a Hierarchal Mixture of Experts composed of Graph Neural Nets.

    orion-constellation/clfGraph-mojo’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Aug 30, 2024
  • iaac-pulumi-gcp Public

    Pulumi GCP config

    orion-constellation/iaac-pulumi-gcp’s past year of commit activity
    Python 0 0 0 0 Updated Aug 26, 2024
  • orion-edge-cf Public

    Orion edge CDN deployment on Cloudflare network using Workers and Serverless tech.

    orion-constellation/orion-edge-cf’s past year of commit activity
    TypeScript 0 0 0 0 Updated Aug 23, 2024
  • rtd-tutorial-template Public template Forked from readthedocs/tutorial-template

    Template for the Read the Docs tutorial

    orion-constellation/rtd-tutorial-template’s past year of commit activity
    Python 0 1,499 0 0 Updated Aug 9, 2024

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