Center of Excellence Security - AI Security Consulting

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AI Security Consulting at COE Security

At COE Security, our AI Security Consulting service helps organizations secure their artificial intelligence (AI) systems, ensuring that they are protected from potential vulnerabilities, biases, and threats throughout their lifecycle. As AI technologies continue to evolve, the security of these systems becomes paramount in preventing adversarial attacks, data breaches, and other emerging risks that could compromise sensitive information and business operations.

Our AI Security Consulting service offers expertise in securing machine learning models, data, and algorithms against cyberattacks. We guide organizations in building AI systems that are not only secure but also transparent, ethical, and compliant with industry regulations. By identifying and mitigating risks early in the AI development process, we help you safeguard your AI-powered systems and maintain trust with stakeholders.

Our Approach

Define AI Security Objectives and Priorities: Work with stakeholders to establish the scope, goals, and regulatory drivers shaping AI security requirements.
Inventory AI Assets and Ecosystem: Identify all models, datasets, APIs, platforms, and third-party services involved in the AI lifecycle.
Map AI Threat Landscape and Risks: Analyze relevant attack vectors such as model poisoning, data leakage, adversarial inputs, and supply chain threats.
Assess Governance and Compliance Gaps: Review AI policies, documentation, audit readiness, and adherence to standards like ISO/IEC 42001 or NIST AI RMF.
Evaluate Model Lifecycle Security: Analyze security controls across training, validation, deployment, and monitoring stages of AI development.

Review Data Privacy and Usage Controls: Ensure lawful and ethical handling of data, with safeguards for personally identifiable and sensitive information.
Analyze API and Interface Security: Inspect endpoints for exposure, access control weaknesses, and abuse scenarios like prompt injection.
Design Secure AI Architecture Recommendations: Propose hardening strategies for model storage, inference environments, and integration workflows.
Develop AI Security Playbooks and Policies: Create response procedures, risk mitigation frameworks, and governance models tailored to AI operations.
Deliver Roadmap for Secure AI Maturity: Provide a phased, prioritized strategy to continuously strengthen AI resilience, trust, and compliance.

Strategic Security Planning

Threat Assessment & Vulnerability Management

Ethical & Regulatory Guidance

Security Architecture Design

AI Security Consulting Process

Our established methodology delivers comprehensive testing and actionable recommendations.

Assess

Strategize

Implement

Monitor

Optimize

Why Choose COE Security’s AI Security Consulting?

End-to-End AI Lifecycle Protection: We secure every phase of AI—from data collection to model deployment and runtime inference.
Tailored for Business and Compliance Needs: Our consulting aligns AI security with industry regulations, risk tolerance, and organizational goals.
Deep Expertise in Adversarial ML: We understand and address modern threats like evasion, inversion, and model extraction.
Actionable Security Architecture Guidance: We deliver architecture blueprints that improve AI integrity, privacy, and availability.
Support for Secure MLOps Integration: Our solutions work seamlessly with CI/CD pipelines, version control, and monitoring tools.

Proven AI Risk Assessment Frameworks: We use standardized approaches to assess, score, and mitigate AI-specific security risks.
Privacy and Responsible AI Focus: We ensure ethical model usage with privacy-preserving techniques and bias mitigation strategies.
Global Standards Alignment: Our services reflect best practices from ISO, NIST, OWASP, and upcoming AI regulatory frameworks.
Customizable Playbooks and Policies: We help you operationalize AI security through tailored controls and incident handling guides.
Trusted Security Advisory Partner: COE Security brings cross-domain expertise in cybersecurity, governance, and AI to deliver reliable, future-proof guidance.

Five areas of AI Security Consulting

AI Security Posture Assessment

An AI Security Posture Assessment helps organizations evaluate the security measures in place for their AI systems, ensuring that potential vulnerabilities are identified and mitigated. Our experts analyze the architecture, design, and deployment of your AI models, testing them for weaknesses such as adversarial attacks, data poisoning, or model inversion. We assess the robustness of your AI’s security controls, including data protection, access management, and anomaly detection, to ensure that your AI systems are resilient to emerging cyber threats. This comprehensive assessment allows you to strengthen your AI security posture and safeguard against potential threats that could compromise sensitive data or business operations.

AI Adoptability Security Review

Before integrating AI into your organization, it’s essential to ensure that the adoption process is secure and well-structured. Our AI Adoptability Security Review evaluates the readiness of your systems, processes, and infrastructure for secure AI integration. We conduct an in-depth review of the security implications of adopting AI, including how it interacts with existing systems, third-party services, and data. Our team provides guidance on secure implementation strategies, ensuring that AI is seamlessly integrated without introducing new security vulnerabilities. This review minimizes risks during the adoption phase and ensures that AI-driven initiatives are both secure and compliant with your organization’s policies.

Application Security Consulting

As AI becomes more integrated into your applications, it’s crucial to ensure that both the AI models and the applications themselves are secure. Application Security Consulting focuses on identifying and addressing vulnerabilities within AI-driven applications. Our experts conduct thorough assessments of your application’s security, including code reviews, threat modeling, and penetration testing. We evaluate the impact of AI algorithms on application security, ensuring that they are resistant to attacks such as data manipulation or unauthorized access. By integrating security at every stage of application development, we help ensure that your AI-powered applications are resilient and secure against evolving threats.

Cyber Resilience

Cyber resilience in the context of AI involves ensuring that your AI systems are not only secure but also able to recover quickly from any security incident or disruption. Our Cyber Resilience services help you develop strategies to detect, respond to, and recover from AI-related security breaches or failures. We focus on building robust incident response protocols, ensuring business continuity, and minimizing the impact of any potential AI system compromise. Our experts assist you in designing AI systems that are adaptable to unexpected cyber threats, with built-in redundancy, backup, and failover mechanisms. This resilience framework ensures that your AI systems remain operational and secure even in the face of cyberattacks or system failures.

Software Compliance Testing

As AI systems evolve, so do the regulatory requirements surrounding them. Software Compliance Testing ensures that your AI applications and models adhere to relevant legal and industry standards such as GDPR, HIPAA, and other data protection laws. Our team conducts thorough compliance assessments to ensure that your AI-driven solutions meet the necessary data privacy, ethical, and regulatory requirements. This includes testing for data handling practices, consent management, and transparency in decision-making processes. By ensuring compliance, we help mitigate the risks of legal consequences, data breaches, and reputational damage while fostering trust with your users and stakeholders.

Advanced Offensive Security Solutions

COE Security empowers your organization with on-demand expertise to uncover vulnerabilities, remediate risks, and strengthen your security posture. Our scalable approach enhances agility, enabling you to address current challenges and adapt to future demands without expanding your workforce.