Adversa AI
AI red-teaming and threat-intelligence research
Overview
Adversa AI publishes some of the most-cited AI security research (jailbreak techniques, multimodal injections) and provides enterprise red-teaming services. Headquartered in Tel Aviv with North American and European customers.
Use cases
What you can produce with Adversa AI
- Run automated, continuous red-team campaigns against your deployed LLM or chatbot to surface jailbreaks and prompt-injection paths before attackers find them.
- Stress-test an AI agent's tool-calling and decision chain for agentic-specific risks, such as being manipulated into unauthorised actions.
- Get a prioritised vulnerability report on a GenAI application before it ships to production, mapped to emerging AI security frameworks.
- Validate that guardrails and safety filters actually hold up against the multimodal and encoding-based attack techniques documented in Adversa's published research.
- Commission expert-led red-teaming engagements that combine the automated platform with Adversa's researchers for high-stakes deployments.
- Track your AI attack surface over time with repeated assessments, so each model update or prompt change is re-tested rather than assumed safe.
ASEAN Perspective
Adversa AI in Southeast Asia
ASEAN-region availability and pricing notes coming soon. Drop the editorial team a note via /contact/ if you can supply local context (Singapore/Malaysia/Indonesia/Thailand/Vietnam).
Adversa AI is a specialist in AI security and red teaming, focused on testing machine-learning systems and LLMs against adversarial attacks, jailbreaks, and prompt-injection. As organisations ship AI into production, this kind of dedicated AI-threat assessment is increasingly relevant, and Adversa's research credibility in the space is solid.
It is a niche, services-and-platform offering aimed at enterprises and security teams rather than a self-serve product, so pricing is engagement-based and onboarding involves their team. There is limited public API or self-serve tooling for general developers, and ASEAN presence is global-remote rather than regional. A relevant pick for AI-security-mature teams, not for casual evaluation.
What people say
Adversa AI is a Tel Aviv-based AI security firm, founded in 2019 by Alex Polyakov, that made its name publishing widely cited offensive research — early GPT-4 jailbreaks, multimodal prompt-injection techniques and annual AI security incident reports — before productising that expertise into a continuous AI red-teaming platform for LLMs, GenAI applications and, most recently, autonomous agents. The company remains independent as of 2026 and has picked up meaningful industry validation: a 2025 Fortress Cybersecurity Award in the AI category and the Cloud Security Alliance's Pitchapalooza 2025 win against a field of more than 40 AI security startups. Polyakov also co-leads the agentic AI security initiative at the Coalition for Secure AI (COSAI).
Enterprise feedback is thinner than for mainstream SaaS — this is a specialist category with a small public review footprint — but the Gartner Peer Insights reviews that exist are positive. Customers describe the platform as comprehensive red-teaming automation that lets them stress-test models before production, and the firm counts Fortune 500 companies and government customers across the US, EU and Asia. The recurring criticisms are the ones you would expect of a deep technical product: advanced features take time to learn, especially for teams new to AI security, and some of the deeper risk-analysis dashboards could be more intuitive to navigate.
The honest read is that Adversa is a research-first boutique that has been early and credible on almost every major AI attack class, now competing in a rapidly crowding AI red-teaming market against well-funded rivals. It fits security teams at enterprises actually deploying LLMs or agents into production who need adversarial testing beyond generic pentesting, and CISOs who value a vendor whose researchers publish the attacks everyone else cites. It is overkill for companies merely experimenting with AI, and there is no self-serve free tier — expect an enterprise sales motion.
Summary of public user & expert reviews, compiled by RECATOOLS.
About this listing
This entry was compiled from publicly available data including Adversa AI's official website, press releases, documentation, and reputable third-party publications. RECATOOLS is not affiliated with Adversa AI unless explicitly stated.
Third-party AI tools update their pricing, features, availability, and policies frequently. Information here may be outdated by the time you read this — we make reasonable efforts to keep listings current, but cannot guarantee absolute accuracy.
For the latest details, please refer to Adversa AI directly →
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