Security Review for AI Applications & Services

At Deloitte Cyber Security, we offer unique services designed to help enterprise clients assess the security of their AI applications and foster the development of inherently secure AI services. In an era where security threats are continuously evolving, Deloitte stands at the forefront, equipped with the tools, expertise, and strategic thinking necessary to address these challenges head-on.

AI applications, services, and models present their own exclusive set of security threats that require intimate understanding and specialized skills to mitigate. We are well-versed in diverse security threats that AI systems can be prone to, including model inversion attacks, prompt injections, adversarial attacks, poisoning attacks, and extraction attacks. Our services cover generative AI models such as Large Language Models (LLM) or image models where the potential misuse can be significantly high.

Our approach to addressing these issues is systematic and well-structured. It begins with onboarding, during which we familiarize ourselves with our client's specific circumstances and needs. This leads into the information-gathering stage that involves a comprehensive overview of the client's architectural, software, cloud and process infrastructure.

We follow a standardized approach that includes scoping, information gathering, threat analysis, recommending mitigating measures, and reporting. This approach provides you with a comprehensive overview of the overall security aspects of your applications and services.

Following this, we perform an in-depth system architecture review that concentrates on uncovering potential risks. Our specialized security architects have a deep understanding of the interplay between AI and underlying technologies which assists in thorough evaluations.

Our services also include comprehensive threat analysis for recognizing and mitigating potential risks. We help businesses identify vulnerabilities and work together to formulate and implement measures that make their AI portfolio secure, efficient, and resilient to attacks.

Our report consists of a management summary, a system description, data flow diagrams, a list of vulnerabilities along with their severity ratings, a list of countermeasures, and the overall risk level. This will equip you with the necessary information to make informed decisions and implement necessary controls to ensure the security of your AI applications and services.

Creating a safe environment for AI systems is not just about threat mitigation but also involves upholding data privacy and enforcing AI compliance. Our expertise extends to an in-depth understanding of the data privacy aspects of AI applications and associated compliance requirements in cloud environments.

In compliance with national and international standards, we help our clients establish AI compliance in their cloud environment, navigating complexities and ensuring that their AI applications are developed and deployed safely and efficiently.

We embody the principle of 'security by design'. This involves helping our clients develop a robust security concept from the conception of an AI application. We work alongside you from development through to deployment, ensuring that security measures are properly implemented and maintained.

Our service portfolio culminates with a comprehensive report that delivers insights on all aspects of security, from threat analyses and infrastructure vulnerabilities to data privacy considerations and effective mitigation steps.

• S Size (Effort = 10 PDs): Scope  well-documented, 3-tier application with minimal complexity and that supports only a single business use case.