group: privacy-security-guardrails title: “AI Security”

AI Security

The discipline of protecting Artificial Intelligence systems, models, and agentic-ai from adversarial manipulation, unauthorized access, and unintended autonomous actions.

Emerging Threat Landscape

• Evolution of the Attack Surface: The transition from conversational Chatbots (such as Siri) to agentic-ai has shifted the security focus from simple text manipulation to the prevention of unauthorized system-level actions.
• Local Execution Vulnerabilities:
  • Agents capable of interacting with a user’s local environment pose significant risks to machine integrity.
  • openclaw serves as a primary case study for local environment risks.
  • Google Gemma 4 and Localized Processing: The emergence of open-weight models like google gemma 4 enables local execution on mobile and desktop devices; while this enhances privacy by removing cloud-dependency, it shifts the security perimeter to the local attack surface.

2026 04 27 Google Gemma 4 Open Weight AI for Local Private Executio

Source Notes

• 2026-04-14: Local AI Privacy Risks and Mitigation Strategies Clip title: Running AI Agents Locally = Safe…? Think Again Author / channel: Daniel Jindoo URL: [https://www. (Local AI Privacy Risks and Security Strategies)
• 2026-04-14: # Nexa AI - run models locally --- --- https://www.youtube.com/watch?v=0k_B6XCwzy8 Introduction to Nexa SDK Nexa SDK is a powerful, open-source developer toolkit that enables you to run any AI model locally on your computer across various backends like NPUs, GPUs, and C (Nexa AI - run models locally)
• 2026-04-14: # Ron Claude code locally - Mervin Praison channel --- --- https://www.youtube.com/watch?v=kRS7DSDzo-c Here is a Markdown summary and step-by-step guide based on the video transcript. # How to Run Claude Code Locally for Free (Using Ollama) Claude Code is a powerful ag (Ron Claude code locally - Mervin Praison channel)
• 2026-04-14: # Useful Docker apps --- --- Here is a detailed summary of the video “5 Underrated Docker Containers for Your Home Lab” formatted in Markdown. https://youtu.be/hgaP-ndM9Ds # 5 Underrated Docker Containers for Your Home Lab This video highlights five Docker containers that may n (Useful Docker apps)
• 2026-04-07: NVIDIA NemoClaw: Secure Enterprise AI Agent Platform, Solving OpenClaw Vulnerabilities Clip title: NVIDIA NemoClaw Explained in 5 Minutes (OpenClaw for Business) Author / channel: FuturMinds URL: https://www.youtube.com/watch?v=EiEH4YziyU8 Summary This video, p (NVIDIA NemoClaw: Secure Enterprise AI Agent Platform, Solving OpenClaw Vulnerabilities)
• 2026-04-07: OWASP Top 10 Security Risks for AI Agentic Applications Report Clip title: Top 10 Security Risks in AI Agents Explained Author / channel: IBM Technology URL: https://www.youtube.com/watch?v=soFWS8NBcSU Summary This video, presented by Jeff Crume, a Distinguishe (OWASP Top 10 Security Risks for AI Agentic Applications Report)
• 2026-04-08: LiteParse: Free, Local, Layout-Preserving Document Parsing for LLMs Clip title: Stop using paid APIs for document parsing (Here’s what to use instead) Author / channel: Getting Started with Jeff URL: https://www.youtube.com/watch?v=1GOJn9xiCc4 Summary The video (LiteParse: Free, Local, Layout-Preserving Document Parsing for LLMs)
• 2026-04-08: Llama.cpp: Local LLM Inference for Accessible, Private AI Clip title: What Is Llama.cpp? The LLM Inference Engine for Local AI Author / channel: IBM Technology URL: https://www.youtube.com/watch?v=P8m5eHAyrFM Summary The video introduces LLama C++, an open-sour (Llama.cpp: Local LLM Inference for Accessible, Private AI)
• 2026-04-09: Anthropic Claude Mythos: AI Security and Performance Breakthroughs for Critical Software Clip title: Anthropic Built an AI So Dangerous They Won’t Release It (Claude Mythos) Author / channel: The AI Advantage URL: https://www.youtube.com/watch?v=NOR4NHL-SiI Sum (Anthropic Claude Mythos: AI Security and Performance Breakthroughs for Critical Software)
• 2026-04-10: Anthropic Claude Mythos: AI Security and Performance Breakthroughs for Critical Software Clip title: Anthropic Built an AI So Dangerous They Won’t Release It (Claude Mythos) **Au (Anthropic Claude Mythos AI Security and Performance Breakthroughs for)
• 2026-04-10: Project Glasswing: Mitigating Anthropic Mythos AI’s Zero-Day Vulnerability Capabilities Clip title: Anthropic just revealed ‘Project Glasswing’ (MYTHOS) Author / channel: Matthew Berman * (Project Glasswing Mitigating Anthropic Mythos AIs Zero-Day Vulnerability Capabilities)
• 2026-04-14: Optimizing AI Costs and Privacy with Local Open-Source Models and Hybrid Cloud Clip title: “But OpenClaw is expensive…” Author / channel: Matthew Berman URL: https://www.youtube.com/watch?v=nt7dW (Optimizing AI Costs and Privacy with Local Open-Source Models and Hybrid Cloud)
• 2026-04-29: # Hermes Agent: Autonomous AI Setup, Security, and Deployment Guide Generated: 2026-04-29 · API: Gemini 2.5 Flash · Modes: Summary --- Hermes Agent: Autonomous AI Setup, Security, and Deployment Guide Clip title: Hermes Agent Full Tutorial for Beginners | Setup Guide **Aut (Hermes Agent: Autonomous AI Setup, Security, and Deployment Guide)