Vulcan Attack

Automated GenAI Vulnerability Assessments for Enterprises Building AI at Scale

Identify Model Vulnerabilities

Across Your AI Lifecycle

Scale AI Deployment with

Automated Vulnerability Assessments

Stay Up-to-Date

Run assessments with a growing risk library that evolves with emerging threats and new adversarial techniques.

Infrastructure and Model Agnostic

Deploy in any environment, cloud, on-premise, or hybrid, and assess any model without changing your existing workflows.

Compliance Ready

Document vulnerabilities in reports aligned to global AI governance and security frameworks, ensuring support for internal and external compliance needs.

Patented Attack Engine + Extensive Risk Library

Vulcan’s patented attack engine evaluates your AI systems for security vulnerabilities and safety risks across a wide range of failure modes, from data exfiltration to unsafe content generation.

Paired with our curated, continuously expanding library of critical business threats and over 100 attack techniques*, we empower your organization to identify and address vulnerabilities before they are exploited.

*as of 2026 Q1

Scenario-Based Prompt Generation Automated, Context-Aware, and High-Impact

Simulate real-world attacks by creating highly effective attack prompts against your application.

  • Auto Generation — Generate test cases drawn from our full risk library, tailored to your AI use case, threat model, and language requirements.
  • Bring Your Own Prompts — Upload custom prompts to probe targeted risks and expand test coverage.

Multi-Turn Dynamic Attack

Attackers don’t rely solely on single-turn prompts; they build context across conversations to gradually bypass defenses. Vulcan’s multi-turn attack engine simulates these sophisticated strategies, uncovering vulnerabilities that static testings miss.

  • Adaptive Strategies — Dynamically adjust attack prompts in real-time based on your AI’s output, just like human attackers would.
  • Expose Hidden Vulnerabilities — Discover risks that emerge only through multi-turn conversations.

More Effective Testing

Proven Against Leading Solutions

Vulcan outperforms Promptfoo, the leading open-source red teaming tool, across both overall vulnerability detection and data exfiltration scenarios on Mistral NeMo 12B and Azure OpenAI GPT 4.1, finding significantly more exploitable vulnerabilities.

Comparative Vulnerability Benchmark (ASR %)

Notes:

  • Results reflect ASRs under the specific configurations and prompts used; performance may vary with different attack sets, model versions, or prompt engineering.
  • ASR percentages depend on the strictness of evaluation criteria, which may differ between benchmarks or across organizations.
  • Vulcan Edge (%) quantifies Vulcan’s relative ASR improvement over Promptfoo.
  • The comparison is limited to the selected models shown—results may not generalize to other LLMs.
  • Tests conducted in August, 2025.

Why Vulcan?

Built for AI
Ensuring Safety, Security and Operational Integrity

At Vulcan, we believe that technology should empower, not endanger. Our mission is to give enterprises the confidence to innovate with AI — securely, responsibly, and without compromise.

Full-Lifecycle AI Security

Test before deployment, protect in production, govern at runtime. One trust layer across AI applications and agentic systems.

Speed Up Time-to-Market

Automate risk assessments and manage policies from one platform — ship AI faster, without disrupting your engineering workflow.

Comprehensive Vulnerability Dataset

One of the most extensive jailbreak and prompt injection datasets available, covering diverse attack patterns, languages, and real-world scenarios to help identify vulnerabilities more effectively.

Patented AI Security and Research

Through continuous R&D and patented technology, Vulcan advances practical attack and defense strategies for emerging AI and agentic threats, and is listed under "Test & Evaluate" in OWASP's AI Security Solutions Landscape for Agentic AI.

Adhere to Global AI Standards

Stay aligned with leading security and governance frameworks, including OWASP Top 10 for LLMs & Agentic Apps, MITRE ATLAS™ and NIST AI RMF 1.0.

Flexible Deployments

Integrate easily across existing systems, APIs, and environments to create secure workflows that scale across cloud, on-premise, or hybrid deployments.

Secure Your AI Applications With Confidence

Test and protect your AI systems across the entire lifecycle.