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Explore the critical security challenges facing Generative AI and Large Language Models in this 30-minute conference talk by Mohammad Essam, Senior AI Researcher at HQOL for Technology Solutions, presented at DSC MENA 25. Dive deep into the latest adversarial attacks targeting AI systems, including sophisticated threats such as prompt injection, data poisoning, and model extraction techniques. Learn how attackers systematically exploit LLM architectures to compromise system integrity and discover state-of-the-art defense mechanisms designed to protect against these evolving threats. Examine real-world case studies that demonstrate AI security vulnerabilities in practice and understand the ongoing battle between attackers and defenders in the generative AI landscape. Gain insights into advanced defense strategies and stay informed about the critical challenges and innovative solutions that are shaping the future of AI security, equipping yourself with knowledge essential for protecting AI systems in an increasingly complex threat environment.
