Secure ML
Secure ML
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Advanced Science and Technology Solutions

 

We understand the value and the risks brought by artificial intelligence. We offer support throughout the development and deployment of AI-based solutions. 

We build for you:

  • Custom predictive modeling for anomaly detection and threat forecasting
  • Intelligent perception systems for safety-critical environments
  • AI-powered decision support and risk assessment tools
  • Deployment pipelines optimized for edge, cloud, or hybrid infrastructure
  • Fine-tuning of language models 

Security and Assurance of Machine Learning Systems

As machine learning models increasingly power operational and decision-making systems, ensuring their safety, robustness, and compliance has become essential. 

SecureML offers technical expertise in:

  • Adversarial robustness evaluation and mitigation
  • Formal verification of machine learning model behavior
  • Secure model training, including differential privacy and federated learning
  • Compliance with safety standards
  • Model monitoring, interpretability, and lifecycle management in production environments
  • Red/blue teaming

Consultancy

Beyond technical development, SecureML also provides expert training and strategic consultancy. We equip organizations with the knowledge to understand, implement, and govern AI technologies effectively. Our workshops, courses, and advisory services are designed for teams ranging from technical specialists to executive decision-makers. 

Products

We specialize in the development of  user-friendly, low-code solutions that facilitate rapid and effortless deployment of security assessments. Our software solutions are designed to evaluate the resilience of machine learning models against poisoning and evasion attacks. Our software integrates a set of meticulously chosen criteria,  enabling a comprehensive and dependable evaluation of a machine  learning model's security and its associated safeguards.


We build specialized tools to assess and improve the security of your language models, regardless if they are developed from scratch or fine-tuned. Our solution can help you fight against jailbreaking and prompt injection attacks.


We understand that sometimes, adding a new software to a system makes too much of an overhead. As such, we also build custom plugins to connect with your software. 

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