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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.*

Today, 35% of companies reported using AI in their business, and an additional 42% reported they are exploring AI.*

Impending regulations, such as the EU’s AI Act, will require organizations to ensure security and trustworthiness of their high-risk AI systems

Recent discoveries in the attack landscape have demonstrated that AI systems are a major target for attacks like poisoning, evasion, and extraction

  1. Source: Adversary Machine Learning, Redmond, USA (March 2021)
  2. Source: IBM Global Adoption Index 2022, USA (May 2022)

A comprehensive AI security framework

KPMG AI Security Services is powered by a new supporting technology developed out of the KPMG Studio and 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.
 
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.

Value-adding outputs

The value-adding outputs of an AI security framework engagement can include:

1

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

2

Written analysis of the existing AI security policies, procedures, and AI platform configurations, including any gaps or areas for improvement

3

Mapping of current and in-dev AI platforms, deployments, data sources, toolkits, and architectures

4

Mission statement for organizational AI Security

5

Resource and capacity requirements, goals and metrics, reporting structures, and response plans

6

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.

Dive into our thinking: 

AI Security Framework

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.

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The leadership guide to securing AI

Artificial intelligence (AI) is critical to the future success and health of companies across industries. To empower emerging and current AI security leaders, the Global Resilience Federation (GRF) convened an exceptional working group and asked KPMG to facilitate in-depth ideation sessions and interviews with AI and security practitioners from more than 20 leading companies, think tanks, academic institutions, and industry organizations.

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CLIENT STORY

Investing in cyber security innovation

KPMG helped a financial services firm protect its customers' money and data with intelligent forensic and predictive cyber capabilities.

Unlike organizations that can only react to incidents, this client can monitor itself and respond to risks and anomalies before they become problematic.

Read more

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Meet our team

Image of Katie Boswell
Katie Boswell
Managing Director, Cyber Security Services, KPMG US
Image of Matthew P. Miller
Matthew P. Miller
Principal, Advisory, Cyber Security Services, KPMG US

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