ML Security Models
as a Service

Protect your applications with ML-powered threat detection. Scan URLs, emails, and files for phishing, malware, and more. Train your own custom models.

$ pip install models2go
$ m2g scan url https://suspicious-login.com/verify
Analyzing URL with ML model + threat intelligence...
Result: PHISHING
Confidence: 94.2%
Intel sources: dnsscience, darkapi_ip, darkapi_domain

$ m2g lookup 8.8.8.8
Threat Score: 0.02
Risk Level: low

Why models2go?

Enterprise-grade ML security with simple pricing

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High Accuracy

Production-grade ML models trained on millions of samples. XGBoost and ensemble methods for reliable predictions.

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Threat Intelligence

ML predictions enriched with real-time threat feeds. 2.4M+ IOCs from DarkAPI and DNS Science integration.

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Fast & Simple

Sub-100ms response times. Simple REST API or CLI. No ML expertise required.

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Battle Tested

ART-tested for adversarial robustness. Continuous model monitoring and updates.

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Easy Integration

Python SDK, CLI tool, and REST API. Integrate in minutes, not days.

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Privacy First

No data retention. Your scans stay private. SOC2 compliant infrastructure.

Available Models

Pre-trained models ready to use via API

URL Phishing Detector

POST /api/v1/security/phishing/url

Detects phishing URLs using XGBoost + threat intel from DNS Science and DarkAPI.

Email Phishing Detector

POST /api/v1/security/phishing/email

Analyzes email content for phishing indicators using TF-IDF and hybrid models.

DGA Domain Detector

POST /api/v1/security/dga

Identifies algorithmically generated domains used by malware.

Network Intrusion Detector

POST /api/v1/security/intrusion

Detects network attacks from flow features. Binary and multiclass classification.

Malware Hash Lookup

POST /api/v1/security/hash

Check file hashes against 892K+ known malware samples.

IP Reputation

GET /api/v1/security/ip/{ip}

Lookup IP reputation from 156K+ malicious IP database.

Unified Threat Lookup

POST /api/v1/security/lookup

Auto-detect indicator type (IP, domain, URL, hash) and query all sources.

CVE Severity Predictor

POST /api/v1/security/cve

Predict CVE severity from vulnerability descriptions.

DNS Threat Detector

POST /api/v1/security/dns

Detects malicious DNS queries and tunneling attempts.

Exploit Code Detector

POST /api/v2/security/exploit

Detects exploit patterns (SQLi, XSS, RCE) using Deep Learning.

Kidney Disease Predictor

POST /api/v1/health/kidney

Predicts chronic kidney disease risk from health metrics.

Our Data

Trained on millions of real-world security samples

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DGA & Malicious Domains

2.6M+ total domains analyzed.

  • โ€ข 1M+ Legitimate Domains
  • โ€ข 800k+ DGA Domains
  • โ€ข 860k+ Phishing Domains
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Email Phishing

82k+ real-world email samples.

  • โ€ข 74k Training Samples
  • โ€ข 99.6% Accuracy (DistilBERT)
  • โ€ข Mixed phishing & legitimate
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Network Flow Data

High-fidelity netflow analysis.

  • โ€ข 51 Flow Features Analyzed
  • โ€ข 99.99% Detection Accuracy
  • โ€ข Random Forest & XGBoost Models

Train Your Own Models

Connect your data, select GPU resources, and get production-ready ONNX models

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DarkStorage.io
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AWS S3
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UploadThing
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Azure Blob
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Google Cloud
1

Connect Storage

Link your training data from any supported cloud storage

2

Select GPU

Choose GPU tier via AIServe.farm

3

Set Timeframe

Define training duration and schedule

4

Calculate Price

Get upfront cost estimate

5

Train Model

We handle the infrastructure

6

Get ONNX

Download production-ready model

Start Training

Simple, Transparent Pricing

Start free, scale as you grow. Special rates for students and educators.

Free Forever

Free

For personal projects

$0/mo
  • 1,000 API calls/month
  • All pre-trained models
  • CLI access
  • Community support
Get Started
Education

Student

With valid .edu email

$0/mo
  • 10,000 API calls/month
  • All pre-trained models
  • 1 custom training job/month
  • Email support
Apply
Developer

Indie Dev

For solo developers

$19/mo
  • 25,000 API calls/month
  • Threat intel enrichment
  • 2 custom training jobs/month
  • Email support
Start Trial
Verified

Education

Schools & universities

$49/mo
  • 100,000 API calls/month
  • Unlimited users
  • Classroom integrations
  • Priority support
Contact
Government

Government

FedRAMP eligible

Custom
  • Unlimited API calls
  • On-prem deployment
  • Air-gapped support
  • Dedicated account team
Contact
Scale

Enterprise

For large organizations

Custom
  • Unlimited API calls
  • Custom model training
  • SLA & dedicated support
  • SSO & audit logs
Contact Sales
Flexible

Custom

Build your own plan

Talk to us
  • Pay-per-call pricing
  • Custom integrations
  • White-label options
  • Dedicated infrastructure
Contact

Get Started in Seconds

pip install models2go

Then run m2g scan url https://example.com