oni-academy 0.1.3

ONI Academy - Educational platform for neurosecurity and brain-computer interface security concepts

ONI Academy

Educational Platform for Neurosecurity - Learn brain-computer interface security concepts through interactive modules and tutorials.

Status: Alpha. The core framework and interactive web tools are functional. Learning module content is a work-in-progress and will expand with future iterations. Contributions welcome.

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Overview

ONI Academy is the educational arm of the ONI Framework project. It provides structured learning paths for understanding neural security concepts, from basic principles to advanced attack patterns.

Why ONI Academy exists: Neurosecurity concepts are not accessible. While building the ONI Framework, we identified a critical gap — the knowledge needed to secure BCIs is fragmented across academic papers and proprietary training. ONI Academy bridges that gap.

For the full vision and detailed documentation, see ONI_ACADEMY.md.

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Quick Start

Installation

# Basic installation
pip install oni-academy

# Full installation (with interactive UI)
pip install oni-academy[full]

Usage

from oni_academy import list_modules, get_course

# See available learning modules
modules = list_modules()
print(modules)
# ['introduction', '14-layer-model', 'coherence-metric',
#  'neural-firewall', 'attack-patterns', 'nsam-monitoring']

# Get course content
intro = get_course("introduction")
print(intro['title'])
# "Introduction to Open Neurosecurity Interoperability"

CLI

oni-academy list          # List available modules
oni-academy info intro    # Get module information
oni-academy ui            # Launch interactive UI

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Package Ecosystem

Package	Purpose	Install
oni-academy	Educational content, tutorials (this package)	pip install oni-academy
oni-framework	Core API library for BCI security	pip install oni-framework
oni-tara	Security monitoring & attack simulation	pip install oni-tara

oni-framework is API-only — use it when building applications. ONI Academy is for learning.

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Learning Modules

Module	Description
Introduction	Threat landscape, why neurosecurity matters
14-Layer Model	ONI architecture from silicon to cognition
Coherence Metric	Signal trust scoring (Cₛ formula)
Neural Firewall	Zero-trust validation at L8
Attack Patterns	Threat modeling for BCIs
NSAM Monitoring	Real-time security assurance

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Interactive Tools (Web)

No installation required — explore these in your browser:

• Coherence Metric Playground
• ONI Layer Explorer
• NSAM Checkpoint Simulator
• Scale-Frequency Navigator
• ONI Threat Matrix

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Documentation & Resources

Full documentation on GitHub:

Resource	Description
ONI Academy Guide	Complete installation, learning paths, architecture
ONI Framework Wiki	Central hub — navigation, dependencies, roadmap
Interactive Demos	Browser-based learning tools (no install required)

Related packages:

Package	Purpose	Install
oni-framework	Core API library (for building apps)	pip install oni-framework
oni-tara	Security monitoring, attack simulation	pip install oni-tara

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License

Apache 2.0

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ONI Academy — Lowering the barrier to entry for intellectually curious minds eager to shape the future of neural security.