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AI agents can be manipulated. Adversarial users craft prompts that bypass safety guardrails, extract system prompts, and force harmful outputs. Netra’s Red Teaming framework lets you find these vulnerabilities before your users do — systematically, repeatedly, and at scale.

Why Red Teaming Matters

Without adversarial testing, you cannot know how your agent behaves under attack. Netra helps you answer critical safety questions with confidence:

Core Building Blocks

The Red Teaming suite is built on three interconnected pillars:

Suites & Evaluators

Suites & Evaluators form the adversarial test catalog. Evaluators define individual attack categories — each with a generation template for creating adversarial prompts and a grader rubric for judging agent responses. Suites bundle related evaluators into curated groups aligned to security frameworks.

Setup

A Setup is a reusable test configuration. It connects a specific agent to selected evaluators, an attacker LLM (for generating adversarial prompts), and a judge LLM (for scoring agent responses). You also choose between single-turn and multi-turn attack modes.

Runs & Results

A Run executes all adversarial prompts from a setup against the target agent. Each prompt is sent to the agent, the response is judged by the LLM, and a pass/fail/error result is recorded. Runs execute asynchronously with queue-based concurrency control.

Execution Modes

Netra supports two attack strategies, each suited to different risk scenarios:

End-to-End Flow

The red teaming pipeline follows this sequence:
1

Create a Setup

Create a setup for your agent. Choose the attack type, number of tests, and configure the attacker and judge LLMs.
2

Select Suites & Evaluators

Explore suites & evaluators and select the attack categories that match your risk profile.
3

Generate Adversarial Prompts

Trigger prompt generation. The attacker LLM generates targeted adversarial prompts for each evaluator.
4

Run the Test

Start a run. Each prompt is sent to the agent, the response is judged, and a pass/fail result is recorded.
5

Review Results and Risk Scores

View per-prompt results and monitor your risk scores over time.

Getting Started

1

Create a Setup

Create a setup for your agent. Choose attack type, number of tests, and configure the attacker and judge LLMs.
2

Select Suites & Evaluators

Navigate to Red Teaming and explore suites & evaluators. Select a suite or pick individual evaluators that match your risk profile.
3

Generate Adversarial Prompts

Trigger prompt generation. Netra uses the attacker LLM and each evaluator’s template to generate targeted adversarial prompts.
4

Run the Red Team Test

Start a run. Each adversarial prompt is sent to your agent. The judge LLM scores every response.
5

Review Results and Risk Scores

View per-prompt results, track progress, and monitor your risk scores over time.

Suites & Evaluators

Browse the adversarial test catalog and select attack categories.

Setup

Create reusable test setups that connect agents to evaluators.

Runs & Results

Execute red team tests and view per-prompt pass/fail results.

Risk Scores

Track your agent’s safety posture over time with aggregated scores.
Last modified on July 29, 2026