Description
Adversa AI provides a comprehensive AI red teaming solution aimed at securing custom AI agents, large language models (LLMs), and generative AI applications. The platform delivers continuous security assessment and remediation, enabling businesses to deploy AI at scale while mitigating associated risks. It supports organizations from the initial threat modeling phase through to ongoing assurance.
Adversa AI's approach begins with custom threat modeling, creating detailed security blueprints tailored to an organization's specific AI stack. These models cover a wide range of potential threats, including prompt injection and agentic goal hijacking. Following threat modeling, the platform conducts continuous security assessments. Autonomous red teaming campaigns are run automatically on every model update, prompt alteration, and new tool integration, ensuring the AI's security posture evolves in sync with its development.
Key to Adversa AI's offering is its hardening and remediation capabilities. The platform generates automated patches and provides actionable reports, allowing engineering teams to efficiently prioritize fixes. It enforces principles like least agency and verifies the effectiveness of implemented defenses. This proactive and continuous approach helps organizations stay ahead of emerging AI threats.
The company's expertise is highlighted through its research and industry recognition. Adversa AI has been awarded for its innovative agentic AI security solutions and frequently publishes research on novel AI attack vectors and defense strategies. Their work addresses critical vulnerabilities such as tool misuse, symlink-hijack RCE in coding agents, and bypassing AI safety filters. Adversa AI also contributes to industry standards, with content related to OWASP's Agentic Security Initiative (ASI).
Adversa AI serves a broad range of industries, including Automotive, Biometrics, Internet Identity & KYC, Surveillance, Financial Industry, Smart City, and Industry 4.0. Their solutions are valuable for AI builders, platform engineers, risk managers, and cybersecurity professionals seeking to ensure the robustness and trustworthiness of their AI deployments. By focusing on continuous assurance and proactive threat identification, Adversa AI empowers organizations to leverage AI safely and effectively.
Adversa AI's Core Features
Autonomous AI red teaming platform
Continuous security assessment for AI agents, LLMs, and GenAI apps
Custom AI threat modeling based on specific AI stacks
Identification of vulnerabilities like prompt injection and agentic goal hijacking
Automated hardening and remediation with generated patches
Actionable reports for prioritizing security fixes
Enforcement of least-agency principles
Verification of implemented AI defenses
Mapping to OWASP and NIST security frameworks
Managed service option for AI security
How to use Adversa AI?
Request a demo: Schedule a demonstration of the Adversa AI platform.
Configure threat models: Define custom threat models tailored to your AI stack.
Initiate continuous assessment: Deploy the platform for ongoing security testing.
Review reports and remediate: Analyze findings and apply generated patches.
Verify defenses: Ensure implemented security measures are effective.
Adversa AI's Use Cases
- AI Agent Security
- LLM Vulnerability Assessment
- GenAI Application Hardening
- Continuous AI Assurance
- Threat Modeling for AI
- Remediation of AI Flaws









