Adversa AI Reviews, Ratings & Features 2026 | Gartner Peer Insights

AI security testing (AI‑ST) uncovers vulnerabilities and exposures in AI‑enabled systems and applications by applying specialized assessments tailored to the unique risks of machine learning and generative AI. It includes offensive techniques such as automated generation and execution of adversarial prompts, as well as AI component scanning across model repositories, libraries, frameworks, and notebooks. AI‑ST also evaluates model behavior under manipulation, edge cases, and failure modes to identify issues like data leakage, bias, or unsafe outputs. By proactively detecting weaknesses before deployment, AI‑ST helps organizations strengthen resilience, reduce security incidents, and maintain trust in AI‑driven products. Typical users include security teams, AI/ML engineers, red‑teamers, DevSecOps practitioners, and risk or compliance groups responsible for safeguarding AI applications.

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AI Security Testing

Adversa AI Security Platform

Adversa AI

It Security & Risk Management Associate

My overall experience with Adversa's AI security platform has been very positive.it provides strong visibility into our AI model risks and makes it much easier to identify and address vulnerabilities before they become issues. The platform feels reliable and has helped us build more confidence in the security of our AI systems.

<50M USD

50M - 250M USD

3B - 10B USD

250M - 500M USD

500M - 1B USD

10B - 30B USD

Finance Manager

We are using the platform but don't fully trust it 100% yet. With compliance in the medical field, we can't afford to have mistakes

Software Engineer

Our experience with Adversa AI has been eye opening and highly professsional. As we scaled our internal LLM and computer vision projects, we realized that traditional cybersecurity tools were blind to AI-specific vulnerabilities. Adversa filled that gap perfectly, providing a comprehensive Red Teaming automation platform that allowed us to stress test our models before they reached production.

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Alice

Adversa focuses on applied security measures for artificial intelligence systems. The company addresses business challenges related to building trust in AI by protecting these systems from cyber threats, privacy issues, and safety incidents. Adversa provides support throughout the AI trust, risk, and security management lifecycle, which includes security awareness, risk assessment, solution design, and implementation. Its approach covers various aspects of mathematics, data science, cybersecurity, and neuroscience to address vulnerabilities and operational risks associated with AI deployment across organizations.

Adversa is the leading Israeli company working on applied security measures for AI. Our mission is to build trust in AI and protect AI from cyber threats, privacy issues, and safety incidents. With a team of multi-disciplinary experts in mathematics, data science, cybersecurity, and neuroscience, Adversa is uniquely able to provide holistic, end-to-end support for the entire AI Trust Risk and Security management lifecycle: from security awareness and risk assessment to solution design and implementation. We are looking to partner with other companies in the fields of regular AI & ML, trustworthy AI, and cybersecurity to build more secure AI systems by magnifying each other’s expertise.

Reviews

Ratings Overview

Overall experience with

Favorable Review

A critical safeguard for the generative AI era, providing essential defense against adversarial machine learning threats.

Critical Review

Take the guesswork out with AI security

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