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Cyber Hull Real-Time API for URL Classification

Sub-millisecond deterministic URL threat intelligence at your fingertips.

Cyber Hull's Real-Time API brings mathematically provable URL threat detection to any application. With a simple REST or GraphQL endpoint, developers can integrate sub-millisecond malicious URL classification directly into their security pipelines. Powered by Convex Hull geometry, the API delivers deterministic results with 92% accuracy, 0.84ms latency, and full explainability. No GPU required. Deploy on-premise or in the cloud.

Cyber Hull Real-Time API for URL Classification

0.84 ms

API Latency

92%

Detection Accuracy

REST + GraphQL

Supported Formats

99.99%

Uptime SLA

System Profile

API Architecture — Deterministic Detection at Scale

The Cyber Hull API exposes the full power of Convex Hull geometry through a simple, secure, and blazing-fast interface.

System Profile 1
1

Step 1: Authentication

API Key or OAuth2.0 token-based authentication for secure access.

2

Step 2: Submit URL

Send a single URL or batch of URLs via POST request.

3

Step 3: Geometric Verification

Point-in-polyhedron test across all 46 vaults — pure mathematical inference.

4

Step 4: Deterministic Response

Receive classification with confidence metrics, explainability data, and threat type.

API Capabilities

Developer-First URL Threat Intelligence

Sub-Millisecond Inference

0.84ms average response time. Deterministic point-in-polyhedron verification, not neural network inference.

REST + GraphQL Support

Deploy via RESTful endpoints or GraphQL queries. Seamless integration with existing infrastructure.

API Key Authentication

Secure access with API keys, rate limiting, and detailed usage analytics.

Batch Processing

Submit up to 10,000 URLs in a single request. Ideal for large-scale security pipelines.

Explainability Included

Every response includes reasoning: which vault failed, distances, and spatial evidence.

On-Premise or Cloud

Deploy the API on your own infrastructure (edge, data center) or use our managed cloud.

Technical Deep-Dive

Core Technologies

The API is built on FastAPI (Python) for high-performance asynchronous inference, with an optional Express (Node.js) middleware for enterprise integrations.

Key Features

  • FastAPI for sub-millisecond inference
  • Express middleware for enterprise routing
  • WebSocket support for streaming
  • Docker & Kubernetes ready

Specifications

Framework

FastAPI + Express

Protocols

REST + GraphQL + WebSocket

API Intelligence

API Intelligence Engine

The Cyber Hull API brings deterministic URL threat detection to any application with a simple API call.

Sub-Millisecond Inference

0.84ms average response time. Pure point-in-polyhedron mathematical verification.

0.84msCPU-OnlyDeterministic
📡

REST + GraphQL Endpoints

Flexible API design with RESTful endpoints and GraphQL queries for all use cases.

RESTGraphQLDeveloper-Friendly
📦

Batch URL Processing

Submit up to 10,000 URLs in a single request — ideal for large-scale security pipelines.

Batch10,000 URLsScalable
🔐

API Key & OAuth2 Auth

Secure authentication with API keys or OAuth2.0, with RBAC and usage analytics.

API KeyOAuth2RBAC
🧠

Explainability & Evidence

Every response includes which vault was breached, spatial distances, and geometric reasoning.

XAIEvidenceTransparency
🚀

SDKs & Integration Libraries

Official SDKs for Python, JavaScript, Go, and Java. Drop-in integration in minutes.

SDKPythonJavaScriptGo
API Specification

Technical Specifications

Single URLPOST /api/v1/classify
Batch URLPOST /api/v1/classify/batch
GraphQLPOST /graphql
Health CheckGET /api/v1/health
Integration Use Cases

Applications & Target Audience

SIEM & SOAR Integration
Browser Extension Development
Email Security Gateways
Cloud API Security
IoT & Edge Security
Security Research & Academics
Why Choose Us

The Cyber Hull API Advantage

Aspect
Traditional API
Cyber Hull API
Inference Latency
ML APIs: 10-50 ms
0.84 ms
Computational Cost
GPU required (high cost)
CPU-only (low cost)
Explainability
None (black-box)
Full geometric proof included
Batch Processing
Limited (1-10 URLs)
10,000 URLs per request
Deployment Options
Cloud-only
Cloud + On-Premise + Edge
Developer Experience
Complex SDKs
Simple REST/GraphQL + SDKs
Innovation Showcase

Novel Technology & Features

API-First

Sub-Millisecond Deterministic Inference

0.84ms latency, CPU-only. No GPU, no neural networks, no approximation.

XAI

Full Explainability in Every Response

Every API response includes vault-level reasoning, spatial distances, and mathematical evidence.

Versatile

Flexible Deployment — Cloud, On-Premise, Edge

Deploy the same API on any infrastructure: managed cloud, your own data center, or edge devices.

Product Imagery

Visual Reference

API Dashboard & Developer Portal

API Dashboard & Developer Portal

REST API Endpoint & Response Example

REST API Endpoint & Response Example

Geometric Explainability in API Response

Geometric Explainability in API Response

Ready to integrate deterministic URL threat detection into your application?

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