Adversa AI

Adversa AI is a world-leading, Gartner-recognized AI security and safety company dedicated to building trust in artificial intelligence. Their mission is to protect AI systems from a growing landscape of cyber threats, privacy issues, and safety incidents. With a multi-disciplinary team of experts in mathematics, data science, cybersecurity, and even neuroscience, Adversa AI provides a holistic, end-to-end solution for AI Trust, Risk, and Security Management (AI TRiSM).

The company has pioneered research in the field, building a knowledge base from over 4,000 research papers on adversarial AI and LLM security. Their platform is designed to proactively identify and mitigate vulnerabilities in all types of AI assets, from foundational models and Generative AI applications to complex Agentic AI systems. By simulating sophisticated attacks, Adversa AI helps businesses get ahead of adversaries and ensure their AI is both robust and reliable.

How to use Adversa AI

Engaging with Adversa AI is a structured process designed to integrate security into the entire AI lifecycle:

1. Consultation and Scoping: Businesses start by contacting Adversa AI to discuss their specific AI systems and security concerns. This initial phase involves a high-level analysis of the technology stack and business objectives.
2. Threat Modeling and Risk Assessment: Adversa's experts conduct a thorough threat modeling and security architecture review. This identifies potential weaknesses and outlines a tailored security strategy for the client's AI/ML/LLM applications.
3. AI Red Teaming and Validation: Using their advanced platform, Adversa AI performs continuous red teaming. This involves automated and manual testing to discover real attack vectors, such as prompt injection, data poisoning, model evasion, and privacy breaches.
4. Reporting and Remediation: Clients receive detailed reports that explain the discovered vulnerabilities, their potential impact, and clear, actionable recommendations for defense and hardening.
5. Continuous Hardening and Monitoring: Adversa AI provides solutions to operationalize continuous security, protecting systems from known threats and detecting unknown anomalies as they emerge, ensuring long-term resilience.

Core Features of Adversa AI

• Continuous AI Red Teaming Platform: An automated platform for security testing of Agentic AI Systems, GenAI Applications, and AI Models.
• Adversarial ML Attack Simulation: Tests AI models against a wide range of adversarial attacks, including evasion, poisoning, model inversion, and membership inference.
• LLM & GenAI Security Assessment: Specializes in identifying vulnerabilities unique to Large Language Models, such as prompt injection, jailbreaking, data leakage, and insecure output handling.
• AI Supply Chain Security: Assesses and mitigates risks associated with third-party models, APIs, and data sources used in AI systems.
• Expert Advisory Services: Provides access to world-class experts for security architecture reviews, awareness training, and compliance guidance.
• Compliance and Governance: Helps organizations align their AI systems with emerging regulations and standards, such as the OECD AI Principles and the EU AI Act.

Use Cases for Adversa AI

Adversa AI's solutions are critical across numerous industries:

• Financial Services: Securing AI-driven fraud detection systems, credit scoring models, and customer service chatbots from manipulation and data breaches.
• Automotive: Protecting autonomous driving systems and in-car AI assistants from adversarial attacks that could compromise physical safety.
• Biometrics & KYC: Ensuring the integrity and reliability of facial recognition and identity verification systems against spoofing, deepfakes, and evasion attacks.
• Smart Cities: Hardening AI systems used in public safety, surveillance, and infrastructure management to prevent misuse and ensure operational resilience.
• Technology & Internet: Securing recommendation engines, content moderation filters, and custom GPT applications from being bypassed or exploited.

Advantages of Adversa AI

Adversa AI stands out due to its deep expertise and proactive approach:

• Pioneering Research: The company is built on a foundation of cutting-edge research, with a team that has discovered hundreds of zero-day vulnerabilities and contributes actively to the scientific community.
• Holistic Security: It offers a comprehensive solution that combines an automated testing platform with expert-led advisory services, covering the entire AI lifecycle.
• Industry Recognition: Adversa AI is an award-winning company, recognized by Fast Company, Forbes, RSAC, and Gartner as a leader in AI security.
• Proactive Defense: Instead of reacting to incidents, Adversa AI enables organizations to proactively find and fix vulnerabilities, building truly secure and trustworthy AI systems.

Pricing and Plans

Adversa AI offers enterprise-level solutions tailored to the specific needs of each organization. Pricing is not publicly listed and is provided on a custom basis. To get a quote, interested parties should contact the Adversa AI team through their website for a consultation and a detailed proposal based on the scope of their AI systems and security requirements.