From Prompt to Breach: Memory Forensics in AI-Augmented Attack Surfaces
About This Session
AI-augmented applications are redefining the attack surface, from prompt injection in LLMs to memory-resident payloads that blur the lines between inference and intrusion. This session examines real-world case studies where generative AI systems were exploited and how memory forensics plays a pivotal role in uncovering volatile threats. We’ll walk through advanced techniques for detecting and analyzing malicious behavior in memory, especially where conventional logging fails, and offer a forward-facing look at what “threat surfaces” truly mean in a post-AI era.
Speaker
Rakia Finley
CEO - Copper & Vine Studio
Rakia Finley is a technology executive, AI governance strategist, entrepreneur, and founder of Copper & Vine Studio. With more than 20 years of experience leading digital transformation, cybersecurity, cloud architecture, and AI initiatives, she has advised organizations ranging from startups to Fortune 500 companies and public sector institutions. Rakia specializes in helping leaders build secure, scalable, and human-centered technology systems that balance innovation, risk, and business value. A frequent international speaker, she shares practical insights on AI governance, cybersecurity, cloud-native architecture, digital trust, and responsible technology adoption, helping organizations navigate the future of AI with confidence and resilience.
