An immense cybersecurity void
AI is being embedded into every business process and technology, but you probably don’t know whether your AI is secure. KPMG AI Security Services looks to empower organizations to assess their AI ecosystem, secure their critical models, and respond to adversarial attacks.
A survey conducted by Microsoft found that
89% of surveyed companies do not have
tools in place to secure their AI systems
Source: Adversary Machine Learning, Redmond, USA (March 2021)
Impending regulations, such as the EU’s AI Act,
will require organizations to ensure security and
trustworthiness of their high-risk AI systems
Today, 35% of companies reported using AI in
their business, and an additional 42% reported
they are exploring AI
Source: IBM Global Adoption Index 2022, USA (May 2022)
Recent discoveries in the attack landscape have
demonstrated that AI systems are a major target
for attacks like poisoning, evasion, and extraction
A comprehensive AI security framework
Our AI security framework design provides security teams with a playbook to proactively assess their organizations AI systems in development and production environments; it helps to secure those systems against threats such as backdoor attacks and model inversion, and respond effectively in the event of an attack. Our AI security professionals tailor the approach to meet the requirements, platforms, and capabilities of different organizations to deliver an effective and accepted security strategy.
The value-adding outputs of an AI security framework engagement can include:
Value-adding outputs
A framework for assessing and securing AI systems, and responding to adversarial events, spread across 15 domains, including policy and procedure documents in line with requirements
Written analysis of the existing AI security policies, procedures, and AI platform configurations, including any gaps or areas for improvement
Mapping of current and in-dev AI platforms, deployments, data sources, toolkits, and architectures
Mission statement for organizational AI Security
Resource and capacity requirements, goals and metrics, reporting structures, and response plans
Consideration of upcoming regulations and frameworks
Be proactive
Stay ahead of sophisticated threats against your AI systems and models, as well as regulations requiring robust security of high-risk AI models
Empower your data-science teams to continue experimenting and transforming current processes while keeping critical systems safe
KPMG AI Security Services is powered by a new supporting technology developed out of the KPMG Studio.
KPMG AI Security Services is a leading AI security and trust service provider, developing and delivering effective security solutions for AI systems and models. Our risk-based approach provides effective prioritization to secure an organization’s most critical systems.
KPMG AI Security Services is a leading AI security and trust service provider, developing and delivering effective security solutions for AI systems and models. Our risk-based approach provides effective prioritization to secure an organization’s most critical systems.
