A2A - MCP SECURITY Threats: Protect your AI Agents
Source: YouTube · Discover AI · published May 17, 2025 · 22:06
Current AI security research reveals extensive vulnerabilities in multi-agent systems, with attack vectors developing faster than defenses across MCP, A2A protocols, and the emerging Internet of Agents 0:00-0:22.
Key Takeaways:
• Google research shows many adversarial attack vectors for multimodal systems have no known countermeasures 0:22-1:04
• LLM security threats exist at every layer from pre-training to agent deployment, with post-training phases being particularly critical 1:04-3:02
• MCP creates significant security risks as it's just a standardized integration layer, not a comprehensive security framework 7:11-9:52
• The Internet of Agents introduces four major threat categories: identification threats, cross-agent trust issues, embodied security threats, and privacy threats 15:00-22:03
These research papers from 2024-2025 provide a critical foundation for understanding and addressing the evolving security landscape in AI agent systems.
Sources:
- 0:00-0:22 Introduction to agentic security issues and Internet of Agents
- 0:22-1:04 Google's research on multimodal system vulnerabilities
- 1:04-3:02 LLM and agent full stack security survey
- 7:11-9:52 MCP security threats and vulnerabilities
- 15:00-22:03 Internet of Agents security threats and categories
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First 800 characters of the transcript
Hello community. So great that you are back. Today we focus our research on MCP security A2A security general all the agentic security issues that we have and especially the end we will look at the internet of agents and what we encounter there from a security point of view. So let's start here and let's have here the first publication May 6 2025 by Google and this is here one of the first service on multimodal system and they analyze here all the adversarial attack vectors for multimmodal system and if you think we know everything well look at this Google tells us here look in the green we already started to have some research how to counteract those attack vectors and in The other gray area that you see, we don't even have an idea. We have no research at all. This is complete open. This …