Donato Capitella Courses

Design Patterns for Securing LLM Agents Against Prompt Injection - Paper Review

Explore six security design patterns to defend LLM agents against prompt injection attacks with practical code examples and implementation guidance.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

Hands-on Tutorial: Generating and Testing Custom Prompt Injection Datasets with Spikee - Part 2

Master prompt injection testing using Spikee to generate custom datasets, control payload positions, and evaluate LLM security with hands-on demonstrations of dataset creation, testing, and result analysis.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

Spikee: A Simple Prompt Injection Kit for Evaluation and Exploitation of LLMs

Explore Spikee, a powerful tool for evaluating and testing LLM security through prompt injection techniques, benchmarking capabilities, and comprehensive guardrail assessment frameworks.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

VibeVoice Speech Generation and Voice Cloning on Framework Desktop with Strix Halo AMD AI Ryzen MAX+

Discover how to run Microsoft's VibeVoice locally on AMD Strix Halo for natural speech generation, voice cloning from short samples, and multi-speaker conversations with setup guides.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

Bypassing LLM Guardrails - Anti-Spotlighting and Best of N Attacks

Discover advanced techniques to bypass LLM security measures using anti-spotlighting and best-of-N attacks with hands-on demonstrations in Spikee.

• YouTube
• 47 minutes
• Self-Paced
• Free Video

Zero-Click M365 Copilot Exploit EchoLeak - Deep Dive

Uncover the EchoLeak vulnerability in M365 Copilot that enables zero-click data exfiltration through email attacks, exploring RAG system exploitation and defense strategies.

• YouTube
• 38 minutes
• Self-Paced
• Free Video

Running Large Language Models on AMD Strix Halo AI Ryzen MAX+ 395 - GLM 4.5-Air-106B and Qwen3-235B Tutorial

Discover how to run massive language models like Qwen3-235B and GLM 4.5-Air-106B on AMD Strix Halo systems using up to 128GB unified memory with proper kernel configuration and tuning.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Run Qwen Image and WAN 2.2 on Framework Desktop with Strix Halo - AMD AI Ryzen MAX+ 395 Full Guide

Master running Qwen Image and WAN 2.2 locally on Framework Desktop with AMD Strix Halo, covering setup, image/video generation, LoRA adapters, and diffusion model fundamentals.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

Understanding Reasoning LLMs - o1, DeepSeek-R1, Gemini Thinking, Grok 3, Claude 3.7

Explore reasoning LLMs like o1, DeepSeek-R1, and Claude 3.7—what they are, how they're trained, and why they're not fundamentally different from general-purpose LLMs despite improved performance on structured problems.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

Testing Prompt Injection in LLM Applications with Spikee - Part 3

Master prompt injection testing techniques for LLM applications using Spikee, from creating targeted datasets to executing attacks with Burp Suite Intruder and custom Python scripts.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

Hacking and Securing LLM Applications - Understanding Browser Control Security Risks

Explore security vulnerabilities in LLM applications, focusing on browser and coding agents, with practical demonstrations of prompt injection attacks and essential mitigation strategies.

• YouTube
• 40 minutes
• Self-Paced
• Free Video

Multi-Chain Prompt Injection and Jailbreaking in LLM Applications - Security Testing and Defense Strategies

Explore advanced techniques for exploiting vulnerabilities in multi-chain LLM applications, including prompt injection methods, security testing approaches, and essential defensive strategies.

• YouTube
• 47 minutes
• Self-Paced
• Free Video

Faithfulness Checks and Hallucination Detection in RAG Pipelines - Lab Tutorial

Master techniques for evaluating and ensuring LLM response accuracy in RAG pipelines using tools like gpt4o-mini, Llama-index, RAGAS, and Azure's Groundedness API for reliable AI applications.

• YouTube
• 38 minutes
• Self-Paced
• Free Video

OpenAI CLIP for Zero-Shot Image Classification and Image Similarity - Lab Tutorial

Explore OpenAI CLIP's capabilities for zero-shot image classification and similarity, from local implementation using HuggingFace to deployment on Azure AI Studio with practical examples.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

Building LLM Agents - PAL, ReAct, and LangChain Implementation Guide

Master building LLM agents using PAL and ReAct paradigms, implement custom solutions and Langchain framework, and explore various language models while learning function calling and operational loops.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video