AI Threat and Risk Assessment
Protect your business with AI risk assessments that give you actionable advice on threat mitigation.
Identify and Mitigate AI Security Risks
As organizations increasingly integrate AI into their operations, they face a challenge to ensure these systems are secure, safe, and compliant with regulations. Being different to traditional software development, AI applications require specialized evaluation to address potential risks. Kudelski Security’s AI Threat and Risk Assessment service offers a comprehensive evaluation to help you identify and mitigate risks associated with AI systems and chart a path toward trusted use.
Talk to usThe Process
Our AI Threat and Risk Assessment is based on the following methodology:1
Inventory
2
Evaluation
3
Analysis
4
Assessment
5
Recommendations
Catalog all AI applications within your organization, identifying key areas of concern.
Rank AI projects based on business risk, focusing on security, safety, and privacy.
Analyze the structure, data inputs, and outputs of each AI application.
Conduct detailed threat and risk assessments, identifying vulnerabilities and potential impacts.
Provide actionable remediation strategies to mitigate identified risks and enhance the security posture of your AI systems.
Benefits
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Enhanced Security Posture
Our thorough evaluation identifies and mitigates vulnerabilities, significantly strengthening your AI systems against potential threats and attacks, ensuring robust protection.
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Improved Compliance
Our assessments help ensure that your AI systems adhere to industry regulations and standards, reducing the risk of non-compliance penalties and reputational damage.
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Informed Decision Making
Detailed reports and strategic recommendations empower your leadership with the insights needed to make informed decisions about AI security investments and policy adjustments, enhancing overall operational resilience.
Frequently Asked Questions
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What are common risks and threats related to AI application deployment and usage?
The impact of a compromised AI application can be severe, leading to data breaches, inaccurate predictions and decisions, privacy violations, operational failures, remote code execution, and intellectual property theft. Common risks and threats include:
- Data Poisoning: Injecting malicious data into training sets to corrupt a model.
- Misconfiguration: Incorrect system setups causing security vulnerabilities.
- Sensitive Data Leakage: Unintentional exposure of confidential information.
- Model Inversion Attacks: Extracting private data from a trained model.
- Adversarial Attacks: Manipulating inputs to trick a model into errors.
- Model Extraction Attacks: Duplicating a model by querying it.
- Supply Chain Attacks: Compromising components during development or distribution.
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What is an AI threat and risk assessment?
An AI threat and risk assessment evaluates AI applications for security, safety, and privacy risks. It provides remediation guidance to mitigate identified threats, ensuring that AI systems operate securely and reliably while maintaining resiliency to attack. This proactive approach helps organizations identify and address potential vulnerabilities, enhancing the overall security posture of their AI applications.
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Why is an AI threat and risk assessment necessary?
An AI threat and risk assessment is one of the first steps in ensuring an AI application or system has considered security as part of the design. This assessment helps identify and prevent potential vulnerabilities and failures, protecting both the organization and its stakeholders. By identifying and mitigating risks early, organizations can maintain trust and reliability in their AI applications while ensuring compliance with regulatory requirements and industry best practices.
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What is the process of Kudelski Security's AI Threat and Risk Assessment?
The process includes inventory, evaluation, deconstruction, assessment, and recommendation phases to thoroughly evaluate and mitigate risks. This comprehensive approach ensures that all potential threats are identified and addressed effectively. By providing detailed analysis and actionable remediation strategies, Kudelski Security helps organizations enhance the security and resilience of their AI applications.
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What are the benefits of conducting an AI threat and Risk Assessment?
Benefits of conducting an AI threat and risk assessment include enhanced security, compliance with potential regulations, increased stakeholder confidence, and reduced reputational risks. This proactive approach helps organizations maintain trust and reliability in their AI applications. By identifying vulnerabilities early and implementing effective remediation strategies, organizations can protect their AI assets, avoid potential breaches, and ensure the secure and reliable operation of their AI systems.
