Adversa AI

Adversa AI is an AI red teaming and security testing platform that enables organizations to proactively identify and mitigate vulnerabilities in their AI and machine learning systems. Founded in 2021 and headquartered in Tel Aviv, Israel, the company brings a research-driven approach to AI security, drawing on deep expertise in adversarial machine learning, robustness testing, and AI threat modeling. Adversa AI's founding team includes published researchers in the field of adversarial AI, and the company maintains an active research program that informs its commercial products. The platform provides automated AI red teaming capabilities that systematically probe AI models for weaknesses across multiple attack vectors. These include adversarial input attacks (crafting inputs that cause models to misclassify or produce incorrect outputs), model evasion techniques, data poisoning detection, model extraction attempts, and LLM-specific attacks such as prompt injection and jailbreaking. Adversa AI's testing framework covers the full spectrum of AI threats catalogued in frameworks like MITRE ATLAS and the OWASP Machine Learning Top 10, providing organizations with a comprehensive assessment of their AI attack surface. Adversa AI offers both automated scanning tools and guided red teaming engagements, allowing organizations to choose the level of depth appropriate for their security maturity. The platform generates detailed vulnerability reports with severity ratings, exploitation scenarios, and remediation recommendations that can be shared with development teams, security teams, and compliance stakeholders. These reports map findings to recognized frameworks, facilitating regulatory compliance documentation. The company targets mid-market organizations deploying AI in sensitive applications such as computer vision, natural language processing, and autonomous systems. Adversa AI integrates with common ML development environments and can test models deployed across major cloud platforms. While the company is smaller than some competitors and may offer fewer enterprise-grade features like SSO and advanced RBAC, its depth of adversarial AI expertise and research-backed testing methodologies make it a valuable tool for organizations seeking to understand and improve the security posture of their AI deployments. The platform is particularly well-suited for organizations required to demonstrate AI robustness testing under emerging regulations.