In the murky world of AI on Kubernetes, shadows and light converge to reveal opportunities and vulnerabilities. Explore how to attack, monitor, and defend AI systems on Kubernetes from an attacker’s perspective, and discover what the community is building and repurposing to secure the next generation of technologies.
By understanding supply chain vulnerabilities unique to AI on Kubernetes, we can better secure our AI assets while harnessing the agility and scalability of cloud native systems. This talk provides actionable insights to enhance security measures in the AI lifecycle on Kubernetes, as we:
•Examine layers of risk between data collection and model inference
•Analyze the attack vectors associated with model training data within Kubernetes
•Conduct threat modeling specific to machine learning topologies on Kubernetes
•Propose cloud-native solutions to enhance data integrity and model security
Financial institutions must navigate complex and ever-changing compliance challenges. Join Anna Rachel Mason, Partner Solutions Consultant at Appian, and Rhys Jones, Director at NextWave Consulting, to explore how AI-powered solutions can streamline compliance. This session will break down compliance requirements and demonstrate Appian’s innovative tools in action, showcasing practical applications that enhances visibility into operational resilience and efficiency
• Use of NLP to structure data
• Enhanced analysis of client trends, behaviour, etc
• LLM/chatbot ‘helpers’
• Pinpointing challenges of reporting, claims and data collection in Insurance
• Investigating how Insurance is dealing with fraud detection
• How far behind is the Insurance sector in using AI?
• Discussing developments of AI use in various functional fields
• Battling against deepfake, voice detection and manipulative techniques to threaten customers and business in Finance
• Who has the key to decode and identify between a truthful and fraud transaction?
• Accuracy and potential prospects of AI in identity verification
• Can biometric authentication help bring back trust of customers and overcome challenges of fraud?
