Hosted by Honghui Xu's IntelliTrust Lab · EN · 12 episodes
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AI is rapidly evolving from chatbots to autonomous agents. But as these systems become more capable, they also become more vulnerable.Hosted by Dr. Honghui Xu and his PhD students, this podcast explores the foundations, attacks, defenses, and future of AI security.Through research-driven discussions, we break down topics such as prompt injection, indirect attacks, multi-agent security, backdoors, model robustness, and secure AI deployment.Whether you’re a researcher, engineer, student, or simply curious about the future of AI, this podcast helps you understand how to build and secure the
Honghui Xu's IntelliTrust Lab hosts Securing AI: From Models to Agents, a technology show with 12 episodes published.
In Episode 8, host Honghui Xu talks with Shiva Shrestha and Kazi Sharif about what big tech companies are actually doing for AI security. They discuss real-world practices, challenges, and lessons from industry AI deploy
In Episode 8, host Honghui Xu talks with Shiva Shrestha and Kazi Sharif about what big tech companies are actually doing for AI security. They discuss real-world practices, challenges, and lessons from industry AI deploy
In Episode 12, host Honghui Xu talks with Shiva Shrestha about building a secure Physical AI systems under real-world constraints. They discuss how to balance security, usability, cost, and performance in practical AI de
In Episode 12, host Honghui Xu talks with Shiva Shrestha about building a secure Physical AI systems under real-world constraints. They discuss how to balance security, usability, cost, and performance in practical AI de
In Episode 11, host Honghui Xu talks with Tahmid Imtiaz Imu about backdoor attacks in LLM agents. They discuss how hidden triggers can affect agent behavior and why detecting these attacks is important for building safer
In Episode 11, host Honghui Xu talks with Tahmid Imtiaz Imu about backdoor attacks in LLM agents. They discuss how hidden triggers can affect agent behavior and why detecting these attacks is important for building safer
In Episode 10, host Honghui Xu talks with Emama Nahid about model-level defense for LLMs. They discuss how quantum-inspired ideas can help improve model robustness and security.
In Episode 10, host Honghui Xu talks with Emama Nahid about model-level defense for LLMs. They discuss how quantum-inspired ideas can help improve model robustness and security.
In Episode 9, host Honghui Xu talks with Md Abdullahil Oaphy about detection-based defense for multimodal LLMs. They discuss how to detect risks across text and image inputs, and how these defenses can make multimodal AI
In Episode 9, host Honghui Xu talks with Md Abdullahil Oaphy about detection-based defense for multimodal LLMs. They discuss how to detect risks across text and image inputs, and how these defenses can make multimodal AI
In Episode 7, host Honghui Xu talks with Shiva Shrestha and Kazi Sharif about how AI security defenses are evolving. They discuss why prompt-based tricks are not enough and why stronger architectural security is needed f
In Episode 7, host Honghui Xu talks with Shiva Shrestha and Kazi Sharif about how AI security defenses are evolving. They discuss why prompt-based tricks are not enough and why stronger architectural security is needed f
In Episode 6, host Honghui Xu talks with Shiva Shrestha and Kazi Sharif about multi-agent and system-level attacks. They discuss how attackers can exploit interactions between agents, tools, and systems, and why stronger
In Episode 6, host Honghui Xu talks with Shiva Shrestha and Kazi Sharif about multi-agent and system-level attacks. They discuss how attackers can exploit interactions between agents, tools, and systems, and why stronger
In Episode 5, host Honghui Xu talks with Shiva Shrestha and Kazi Sharif about indirect injection and data poisoning. They discuss how these hidden attacks can compromise LLM systems and why they are difficult to detect a
In Episode 5, host Honghui Xu talks with Shiva Shrestha and Kazi Sharif about indirect injection and data poisoning. They discuss how these hidden attacks can compromise LLM systems and why they are difficult to detect a
In Episode 4, host Honghui Xu talks with Shiva Shrestha and Kazi Sharif about attacks on LLMs. They discuss prompt injection, jailbreaks, data leakage, and agent hijacking, and explain why these attacks matter for real-w
In Episode 4, host Honghui Xu talks with Shiva Shrestha and Kazi Sharif about attacks on LLMs. They discuss prompt injection, jailbreaks, data leakage, and agent hijacking, and explain why these attacks matter for real-w
In Episode 3, host Honghui Xu talks with Shiva Shrestha and Kazi Sharif about why LLMs are fundamentally vulnerable. They discuss how these risks come from the way LLMs are trained, designed, and used in real-world AI sy
In Episode 3, host Honghui Xu talks with Shiva Shrestha and Kazi Sharif about why LLMs are fundamentally vulnerable. They discuss how these risks come from the way LLMs are trained, designed, and used in real-world AI sy
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Securing AI: From Models to Agents is hosted by Honghui Xu's IntelliTrust Lab. The show is categorised under technology and has published 12 episodes.
Securing AI: From Models to Agents has published 12 episodes.
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