Building Identity into LLM Workflows with Verifiable Credentials - Ben Dechrai скачать в хорошем качестве

Building Identity into LLM Workflows with Verifiable Credentials - Ben Dechrai

This talk was recorded at NDC London in London, England. #ndclondon #ndcconferences #developer #softwaredeveloper Attend the next NDC conference near you: https://ndcconferences.com https://ndclondon.com/ Subscribe to our YouTube channel and learn every day: / ‪@NDC‬ Follow our Social Media!   / ndcconferences     / ndc_conferences     / ndc_conferences   #security #ai #llm LLMs power everything from chatbots to autonomous agents, but their non-deterministic nature exposes you to spoofing, privilege escalation, and compliance pitfalls. In this session, we'll draw on the social engineering experiments I undertook while building conversational AI systems, and we'll see how attackers could bypass security guardrails. We'll explore: Real-world injection attacks and the vulnerabilities that make them possible Emerging identity patterns, from W3C Verifiable Credentials to on-chain verification Methods to protect against prompt manipulation and the often-overlooked elements in audit logs A roadmap to LLM-aware identity ecosystems, including policy-as-code enforcement and federated governance models You'll discover practical approaches to securing LLM workflows today while preparing for tomorrow's decentralised identity architectures. Through demos and case studies, you'll leave with actionable patterns for building trust into AI systems, and insight into where the ecosystem is heading.