Adversarial Threat Modeling
Tailor threat models specifically for AI systems, evaluating potential exploitation by adversarial attacks.
AI models are becoming critical assets for businesses, powering innovative solutions across industries. However, they are also prime targets for adversarial attacks, data theft, and exploitation. Securing your AI models is not just about protecting the data but also about safeguarding the integrity of your AI systems and ensuring reliable, unbiased outputs.
Certbar Security provides comprehensive AI Model Security services tailored to protect your machine learning (ML) and deep learning (DL) models. Leveraging advanced tools and techniques, we secure your models against adversarial threats, data leaks, and compliance risks, ensuring robust, trustworthy, and safe AI systems. Penetration tests, and implementing robust security measures, we ensure that your AI systems are resilient against adversarial attacks and manipulation, safeguarding their reliability and trustworthiness.
NIST AI Risk Management Framework
NIST published AI Risk Management Framework (AI RMF) to incorporate trustworthiness considerations in the design, development, deployment, and use of AI systems.
European Union Artificial Intelligence Act
European Union regulation concerning artificial intelligence (AI) establishes a common regulatory and legal framework for AI within the European Union (EU).
Secure AI Model Lifecycle at Every Stage
Embed security of your AI system at every step
Work Processes
Initial Consultation
Understand the AI model, its deployment environment, and critical assets involved in its decision-making process.
Threat Modeling
Develop a threat model to assess how attackers may exploit vulnerabilities in AI algorithms, data, and infrastructure.
Adversarial Attack Simulation
Simulate adversarial attacks (e.g., evasion or poisoning) to identify how vulnerable the AI model is to manipulation.
Data Integrity Testing
Test the integrity of training and input data to ensure it is free from tampering and malicious modifications.
Model Robustness Evaluation
Assess the robustness of AI models against attacks and identify potential weak spots in algorithms or configurations.
Security Recommendations & Reporting
Provide a comprehensive report outlining findings and recommendations to improve the security of AI systems.
Work Processes
Understand the AI model, its deployment environment, and critical assets involved in its decision-making process.
Our Approach
At Certbar Security, we follow industry-leading AI security methodologies to mitigate threats while maintaining AI performance and fairness.
- Threat Intelligence & Attack Simulation – Testing AI models against adversarial threats to identify vulnerabilities.
- Model Explainability & Transparency – Ensuring AI models remain interpretable and free from bias.
- AI Compliance & Governance – Adhering to regulatory frameworks for secure AI model deployment.
By integrating AI security into the development lifecycle, we help businesses reduce risks, enhance trust, and maintain regulatory compliance.
Comprehensive AI Security Strategy
AI Under Attack? Our Security Services Keep It Safe
Model Integrity Audits
Conduct regular audits of AI model integrity, ensuring they operate as intended without unauthorized manipulation.
Data Governance
Implement strong data governance frameworks to ensure the integrity of data feeding AI models remains uncompromised.
Continuous Monitoring
Integrate AI model monitoring to detect anomalies and potential security breaches in real-time.
Resources
Everything we publish, in one place
FAQs
FAQ's
AI Model Security ensures AI-driven applications remain protected from adversarial attacks, data poisoning, and unauthorized access.
Why Choose Certbar Security
- Expert Team
- Experienced professionals with deep knowledge of attack surface management.
- Advanced Tools
- Utilization of cutting edge technologies for continuous monitoring.
- Actionable Insights
- Clear, practical remediation guidance.
- Comprehensive Coverage
- Thorough monitoring of all digital assets.
- Continuous Support
- Ongoing assistance to maintain optimal security posture.
Take complete control of your cybersecurity
Get free guidance from certified experts or build tailored strategies with our team now.