Secure, Compliant, and Trustworthy AI
AI is transforming how businesses operate – but it’s also introducing new and evolving threats that traditional cyber security can’t address.
Skillfield’s AI Security Services are purpose-built to protect your AI investments across the full lifecycle. From securing model pipelines to defending against prompt injection and data poisoning, we help you stay compliant, resilient, and ahead of attackers.
Our services are underpinned by the AI TRiSM (Trust, Risk, and Security Management) framework, ensuring every AI deployment is secure, ethical and accountable.
73% of enterprises experienced an AI-related security incident in the past 12 months.
– Gartner AI Security Survey, 2024
Why AI Security Can't Be an Afterthought
Unlike traditional systems, AI:
- Learns an evolves, making it susceptible to manipulation and model drift
- Relies on large, sensitive datasets, increasing the risk of privacy breaches
- Interacts with users, exposing attack surfaces like prompt injection and hallucinations
- Integrates third-party components, introducing hidden risks through external models, APIs and data sources
Without robust safeguards, organisations risk:
- Operational disruptions from model tampering or data poisoning
- Regulatory non-compliance (EU AI Act, ISO 42001, CPS 230)
- Loss of intellectual property through model theft or inversion
- Reputational damage from biased or rogue AI outputs
Outcomes & Benefits
Minimise AI related breaches and regulatory penalties
Adopt AI responsibly
Protect intellectual property & data sets
Demonstrate Accountability
Enable Innovation
Strengthen Stakeholder Confidence
Our Lifecycle-Based Approach to Securing AI
1. Protect
Secure AI infrastructure, training data and model inputs
Strengthen AI models and pipelines against adversarial attacks
Detect and respond to threats and anomalies in real time
Secure AI infrastructure, training data and model inputs
- Data masking and encryption
- Identity & access controls
- Cloud architecture hardening (AWS, Azure, GCP)
Strengthen AI models and pipelines against adversarial attacks
- Secure MLOps & LLMOps integration
- Red teaming and adversarial testing
- Bias and fairness audits
Detect and respond to threats and anomalies in real time
- Runtime behaviour monitoring
- Model drift detection
- AI-specific threat surveillance
4. Govern
Implement policies and frameworks for secure and responsible AI
Be prepared for AI-specific incidents with tailored playbooks
Implement policies and frameworks for secure and responsible AI
- AI governance operating models
- Compliance with ISO 42001, EU AI Act, CPS 230
- Board-level reporting and AI ethics committees
Be prepared for AI-specific incidents with tailored playbooks
- Incidence response planning
- Continuous security monitoring
- Stakeholder escalation procedures
The Skillfield Difference
We are more than AI Experts!
As experts in Cyber Security, AI, Big Data, and Technology, we possess a unique advantage as these domains intricately intersect.
True expertise in one requires a deep understanding of the others
Cyber Security
is a cornerstone in Skillfield's expertise, deeply integrated into every project
Custom Designed & Integrated
Skillfield won't push a pre-developed model into your environment
No Theoretical Strategies
Skillfield plans are developed by AI Security practitioners who deeply understand execution & strategy
Technology Agnostic
Skillfield advice clients on what is best for their organisation and use cases, not based on vendor partnerships or preferences
Australian Based
Skillfield is Australian owned and operated, which is essential for security peace of mind. We won't offshore your project.
For Every Stage
Skillfield will meet you wherever you are in your security journey. We work with organisations big and small.