AI Security
Protect Your AI Assets with Canum's Specialised Solutions
Artificial Intelligence (AI) is rapidly transforming industries, but its immense power comes with unique security vulnerabilities. At Canum, we are at the forefront of AI Security implementation, specialising in safeguarding your entire AI ecosystem. We ensure your critical models, sensitive data pipelines, and inference systems are resilient against tampering, misuse, and sophisticated adversarial attacks, providing unwavering confidence in your AI-driven decisions.
Top 3 Industries Most at Risk Without Proper AI Security
Vulnerabilities Closure Rate
Critical vulnerabilities Closure Rate
Our Core AI Security Services
Model Hardening & Adversarial Testing
We rigorously simulate adversarial attacks to identify vulnerabilities and strengthen your AI/ML models against evasion, manipulation, and data extraction attempts.
Secure Data Pipelines
We implement robust controls to ensure the integrity, confidentiality, and provenance of both training and inference datasets, protecting against data poisoning and unauthorised access.
Access Control for AI Workloads
We design and implement granular access controls (via IAM and secure APIs) to restrict and monitor access to your sensitive AI assets, including models, data, and compute resources.
Explainability & Bias Detection
We help audit your AI models for fairness, transparency, and potential biases, ensuring regulatory compliance and ethical AI deployment.
Inference & Monitoring Integration
We establish real-time behavioural tracking of model outputs to detect anomalies, data drift, and potential attacks during the inference phase, ensuring continuous protection.
Key Platforms We Support
Unparalleled Benefits of Our AI Security Solutions
End-to-End AI/ML Protection
Comprehensive security across the entire AI lifecycle, from data ingestion to model deployment and monitoring.
Rapid Patching & Lower Mean Time to Remediate (MTTR)
Streamlined processes ensure vulnerabilities are fixed faster, reducing exposure windows.
Improved AI Governance & Regulatory Readiness
Ensure your AI systems comply with emerging AI ethics guidelines and data privacy regulations.
Enhanced Trust in AI Decisions
Gain confidence that your AI outputs are accurate, unbiased, and free from manipulation.
Real-Time Protection During AI Inference
Proactive defence against adversarial attacks and malicious inputs during live model operation.
