Program / Lab

AI-AI War

Adversarial Validation

Measure defensive performance against autonomous adversaries - not opinions, scorecards.

Scenarios Runner Engine
Benchmarks Repeatable
Scorecards Evidence-Based

At a Glance

Simulate adversarial AI attacks on your models. Input your ML pipeline, get attack scenarios, robustness scores, and hardening recommendations to defend against model manipulation.

The Problem

Security products make claims about detection and response, but buyers have no way to validate them. Vendor demos are cherry-picked. Real-world testing is expensive and inconsistent. Decisions are based on opinions, not evidence.

The Solution

AI-AI War runs adversarial scenarios against defensive tools and captures telemetry. Repeatable benchmarks produce p50/p95-style metrics. Scorecards answer real buyer questions with evidence, not marketing.

Capabilities

Production-ready features designed for enterprise integration.

Scenario Runner

Execute adversarial scenarios against target defenses.

Repeatable Benchmarks

Consistent metrics (p50/p95 style) across runs.

Buyer-Aligned Scorecards

Answers mapped to real purchase decision questions.

Validation Harness

Test security claims with reproducible evidence.

Evidence & Proof Points

Hard numbers and verifiable outputs for your due diligence.

Source
Full Code
Clean, documented
Tests
Automated
Scenario coverage
Docker
Deploy
Container-ready

Sample Outputs

Detection rate scorecardsResponse time benchmarksTelemetry capture logsComparative reports

Integration

Clear inputs and outputs for seamless integration into your stack.

Inputs

  • Adversarial scenario definitions
  • Target defense configurations
  • Benchmark parameters
  • Telemetry collection settings

Outputs

  • Benchmark scorecards
  • Telemetry captures (JSONL)
  • Detection metrics
  • Response time analysis
  • Comparative reports

Ideal For

Best-fit buyer profiles and use cases.

Security Product Teams

Validate detection claims before shipping.

Buyers

Test vendor claims with reproducible evidence.

Research Labs

Benchmark defensive AI against adversarial scenarios.

Ready for a Deep Dive?

Schedule a 20-minute technical walkthrough to see AI-AI War in action and discuss integration options.

Book Technical Deep DiveRequest Evidence Pack