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OWASP Agentic AI Vulnerabilities – Quick Overview
This video goes through the basic vulnerabilities specific to Agentic AI systems. https://youtu.be/mgbIzg-wFA4
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Burp Suite & AI: The Future of Vulnerability Analysis, Bounty Prompt Burp Extension
Burp Suite and AI are powerful tools on their own, but together they become a...
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Multi-vector attack against an MCP server – Demo
This challenge demonstrates a sophisticated multi-vector attack against an MCP server. It requires chaining multiple...
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Malicious Code Execution in an MCP server – Demo
This challenge demonstrates a malicious code execution vulnerability in an MCP server. The MCP server...
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Token Theft vulnerability in an MCP server – Demo
This challenge demonstrates a token theft vulnerability in an MCP server. The MCP server stores...
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Excessive permission scope in an MCP server – Demo
This challenge demonstrates the dangers of excessive permission scope in an MCP server. The MCP...
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Agentic AI Guardrails Playground (Invariant Labs)
Invariant Explorer, accessible at explorer.invariantlabs.ai, is an open-source observability tool designed to help developers visualize,...
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Claude executing script via MCP server leading to exfiltration of bash shell (RCE – Remote Code Execution)
Claude executing a script via the MCP (Model Context Protocol) server demonstrates a critical Remote...
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MCP Tool poisoning demo. Are you sure your MCP servers are not malicious?
Model Context Protocol poisoning is an emerging AI attack vector where adversaries manipulate the structured...
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Promptfoo a very powerful and free LLM security scanner
Promptfoo is an open-source platform designed to help developers test, evaluate, and secure large language...
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Claude Desktop with Desktop Commander MCP to control your machine via AI
Claude Desktop, when integrated with Desktop Commander MCP, enables seamless AI-driven control of your local...
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Scan your MCP servers for vulnerabilities specific to agentic AI
The mcp-scan project by Invariant Labs is a security auditing tool designed to analyze Model...
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Image prompt injection to invoke MCP tools
Visual prompt injection targeting the Model Context Protocol (MCP) is particularly dangerous because it allows...
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Indirect Prompt Injection into coding assistants like GitHub Copilot or Cursor
Indirect prompt injection via instruction files in tools like GitHub Copilot or Cursor occurs when...
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Agentic Radar – free agentic code scanning
Agentic Radar is a security scanner designed to analyze and assess agentic systems, providing developers,...
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Burp MCP Server with Claude Desktop – Revolution in App Penetration Testing
The MCP Server is a Burp Suite extension that enables integration with AI clients via...
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LM Report – Burp AI features
This video explains the new LM Report AI Feature https://youtu.be/8dJLTqAZGNY
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AI HTTP Analyzer – Burp AI features
This video explains the new AI HTTP Analyzer AI Feature https://youtu.be/76pDTPCMj6s
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Shadow Repeater – Burp AI features
This video explains the new Shadow Repeater AI Feature https://youtu.be/5np5U3Ta8h8
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Finding broken access control with AI – Burp AI features
This video explains the new Finding broken access control with AI Feature https://youtu.be/vDII1ak5zro
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Record login sequence with AI – Burp AI features
This video explains the new Record login sequence with AI Feature https://youtu.be/4JQOLUGnSWE
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Explainer Feature – Burp AI features
This video explains the new Burp AI Explainer Feature https://youtu.be/6EH5sCwwXi4
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Explore Feature – Burp AI features
This video explains the new Burp AI Explore Feature https://youtu.be/6_ihpVajwiM
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Using LLM models to jailbreak LLM models (Jailbreak to Jailbreak)
The J2 Playground by Scale AI is an interactive platform designed to test the resilience...
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Tensortrust AI – Prompt Injection and Prompt Hardening Game
Tensor Trust is an online game developed by researchers at UC Berkeley to study prompt...
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Prompt Map – free tool to test for Prompt Leakage, AI Security Expert
PromptMap is a specialized LLM security scanner designed to detect and analyze prompt leaks—instances where a...
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Quick overview of Garak – a free LLM vulnerability scanner
The Garak LLM vulnerability scanner is an open-source tool developed by NVIDIA to assess security...
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Prompt Injection into terminals / IDEs via ANSI escape code characters
Prompt injection threats in terminals and IDEs via ANSI escape characters exploit the ability of...
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AI Agent Denial of Service (DoS), Rabbit R1, AI Security Expert
When AI agents autonomously browse websites and encounter tasks that are intentionally unsolvable or computationally...
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AI Agent Data Exfiltration, Rabbit R1, AI Security Expert
AI agents that autonomously browse the web introduce significant security risks, particularly related to data...
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OWASP Top 10 LLM10:2025 Unbounded Consumption
Unbounded Consumption refers to scenarios where Large Language Models (LLMs) are subjected to excessive and...
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OWASP Top 10 LLM09:2025 Misinformation
Misinformation refers to the generation of false or misleading information by Large Language Models (LLMs),...
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OWASP Top 10 LLM08:2025 Vector and Embedding Weaknesses
Vector and Embedding Weaknesses refers to security vulnerabilities in Large Language Models (LLMs) that arise...
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OWASP Top 10 LLM07:2025 System Prompt Leakage
System Prompt Leakage refers to the risk that system prompts—internal instructions guiding the behavior of...
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OWASP Top 10 LLM06:2025 Excessive Agency
Excessive Agency refers to the vulnerability arising when Large Language Models (LLMs) are granted more...
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OWASP Top 10 LLM05:2025 Improper Output Handling
Improper Output Handling refers to the inadequate validation and sanitization of outputs generated by Large...
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OWASP Top 10 LLM04:2025 Data and Model Poisoning
Data and Model Poisoning refers to the deliberate manipulation of an LLM's training data or...
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OWASP Top 10 LLM03:2025 Supply Chain
Supply Chain refers to vulnerabilities in the development and deployment processes of Large Language Models...
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OWASP Top 10 LLM02:2025 Sensitive Information Disclosure
Sensitive Information Disclosure refers to the unintended exposure of confidential data—such as personal identifiable information...
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OWASP Top 10 LLM01:2025 Prompt Injection
Prompt Injection refers to a security vulnerability where adversarial inputs manipulate large language models (LLMs)...
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Prompt injection via audio or video file
Audio and video prompt injection risks involve malicious manipulation of inputs to deceive AI systems...
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LLM image misclassification and the consequences
Misclassifying images in multimodal AI systems can lead to unintended or even harmful actions, especially...
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LLMs reading CAPTCHAs – threat to agent systems?
LLMs with multimodal capabilities can be leveraged to read and solve CAPTCHAs in agentic setups,...
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Indirect conditional prompt injection via documents
Conditional indirect prompt injection is an advanced attack where hidden instructions in external content—such as...
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Indirect Prompt Injection with documents
Indirect prompt injection with documents is an attack technique where adversarial instructions are embedded within...
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LLM01: Visual Prompt Injection | Image based prompt injection
Multi-modal prompt injection with images is a sophisticated attack that exploits the integration of visual...
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LLM01: Indirect Prompt Injection | Exfiltration to attacker
Data exfiltration from a large language model (LLM) can be performed using markdown formatting and...
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Prompt Airlines – AI Security Challenge – Flag 5
In this video we take a look at solving the promptairlines.com challenge (Flag 5) https://youtu.be/MPUwxjWGBQE
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Prompt Airlines – AI Security Challenge – Flag 4
In this video we take a look at solving the promptairlines.com challenge (Flag 4) https://youtu.be/jDlTlWLdmaw
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Prompt Airlines – AI Security Challenge – Flag 3
In this video we take a look at solving the promptairlines.com challenge (Flag 3) https://youtu.be/qrNFMPwJ9FQ
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Prompt Airlines – AI Security Challenge – Flag 1 and 2
In this video we take a look at solving the promptairlines.com challenge (Flag 1 and...
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Prompt leakage and indirect prompt injections in Grok X AI
In this video we will take a look at various prompt injection issues in Grok...
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myllmbank.com Walkthrough Flag 3
In this video we will take a look at flag 3 of myllmbank.com https://youtu.be/dqXDV-mW0aA
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myllmbank.com Walkthrough Flag 2
In this video we will take a look at flag 2 of myllmbank.com https://youtu.be/_PIoWmPlxYQ
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myllmbank.com Walkthrough Flag 1
In this video we will take a look at flag 1 of myllmbank.com https://youtu.be/WWaRZR3dv4U
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SecOps Group AI/ML Pentester Mock Exam 2
This is a walkthrough of the SecOps Group AI/ML Pentester Mock Exam 2 https://youtu.be/zX2GtI4Fj_Y
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SecOps Group AI/ML Pentester Mock Exam 1
This is a walkthrough of SecOps Group AI/ML Pentester Mock Exam 1 https://youtu.be/UoSAjlUUiPs
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CSRF potential in LLMs
Cross-Site Request Forgery (CSRF) via prompt injection through a GET request is a potential attack...
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Prompt Injection via clipboard
Prompt injection via clipboard copy/paste is a security concern where malicious text, copied into a...
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Hero AI Bot
This project is a proof of concept for a Hackbot, an AI-driven system that autonomously...
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KONTRA OWASP LLM Top 10 Playground
ONTRA offers an interactive training module titled "OWASP Top 10 for Large Language Model (LLM)...
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Pokebot Health Agent to practice prompt injection
A simple Health Agent to practice prompt injection https://youtu.be/dLS5a_fWBjw
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Certified AI/ML Penetration Tester
The Certified AI/ML Pentester (C-AI/MLPen) is an intermediate-level certification offered by The SecOps Group, designed...
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Image Prompt injection and double instructions
Prompt injection via images involves embedding hidden or overt textual commands within visual elements to...
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OpenAI Playground
The OpenAI Playground is an interactive web-based platform that allows users to experiment with OpenAI's...
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Prompt injection and exfiltration in Chats apps
Data exfiltration in messaging apps through unfurling exploits the feature where apps automatically generate previews...
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Gandalf – AI bot to practice prompt injections
Gandalf AI, developed by Lakera, is an interactive online game designed to educate users about...
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Google Colab Playground for LLMs
Google Colaboratory, commonly known as Google Colab, is a cloud-based Jupyter notebook environment that facilitates...
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STRIDE GPT – Threat Modeling with LLMs
STRIDE GPT is an AI-powered threat modeling tool that leverages Large Language Models (LLMs) to...
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OS Command Injection in LLMs
OS command injection in Large Language Models (LLMs) involves exploiting the model's ability to generate...
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Hallucinations in LLMs
Hallucination in AI refers to the phenomenon where a model generates information that appears plausible...
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Prompt Injection – Prompt Leakage
Prompt leakage refers to the unintended exposure of sensitive or proprietary prompts used to guide...
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HTML Injection in LLMs
HTML injection in Large Language Models (LLMs) involves embedding malicious HTML code within prompts or...
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RAG data poisoning via documents in ChatGPT
RAG (Retrieval-Augmented Generation) poisoning occurs when a malicious or manipulated document is uploaded to influence...
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RAG data poisoning in ChatGPT
RAG (Retrieval-Augmented Generation) poisoning from a document uploaded involves embedding malicious or misleading data into...
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Deleting ChatGPT memories via prompt injection
Deleting memories in AI refers to the deliberate removal of stored information or context from...
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Updating ChatGPT memories via prompt injection
Injecting memories into AI involves deliberately embedding specific information or narratives into the system's retained...
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Putting ChatGPT into maintenance mode
Prompt injection to manipulate memories involves crafting input that exploits the memory or context retention...
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Voice prompting in ChatGPT
Voice prompt injection is a method of exploiting vulnerabilities in voice-activated AI systems by embedding...
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Use AI to extract code from images
Using AI to extract code from images involves leveraging Optical Character Recognition (OCR) technology and...
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Generating images with embedded prompts
Prompt injection via images is a sophisticated technique where malicious or unintended commands are embedded...
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Access LLMs from the Linux CLI
The llm project by Simon Willison, available on GitHub, is a command-line tool designed to interact with...
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AI/LLM automated Penetration Testing Bots
Autonomous AI/LLM Penetration Testing bots are a cutting-edge development in cybersecurity, designed to automate the...
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Prompt injection to generate content which is normally censored
Prompt injection is a technique used to manipulate AI language models by inserting malicious or...
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Creating hidden prompts
Hidden or transparent prompt injection is a subtle yet potent form of prompt injection that...
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Data Exfiltration with markdown in LLMs
Data exfiltration through markdown in LLM chatbots is a subtle but dangerous attack vector. When...
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Prompt Injection with ASCII to Unicode Tags
ASCII to Unicode tag conversion is a technique that can be leveraged to bypass input...
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LLM Expert Prompting Framework – Fabric
Fabric is an open-source framework for augmenting humans using AI. It provides a modular framework...
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LLMs, datasets and playgrounds (Huggingface)
Hugging Face is a prominent company in the field of artificial intelligence and natural language...
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Free LLMs on replicate.com
Replicate.com is a platform designed to simplify the deployment and use of machine learning models....
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GitHub repos with prompt injection samples
This video is a walkthrough some of the GitHub repos which have prompt injection samples....
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Prompt Injection with encoded prompts
Prompt injection with encoded prompts involves using various encoding methods (such as Base64, hexadecimal, or...
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Voice Audio Prompt Injection
Prompt injection via voice and audio is a form of attack that targets AI systems...
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Prompt injection to generate any image
Prompt injection in image generation refers to the manipulation of input text prompts to produce...
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LLM system prompt leakage
Large Language Model (LLM) prompt leakage poses a significant security risk as it can expose...
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ChatGPT assumptions made
ChatGPT, like many AI models, operates based on patterns it has learned from a vast...
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Jailbreaking to generate undesired images
Direct prompt injection and jailbreaking are two techniques often employed to manipulate large language models...
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Indirect Prompt Injection with Data Exfiltration
Indirect prompt injection with data exfiltration via markdown image rendering is a sophisticated attack method...
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Direct Prompt Injection / Information Disclosure
Direct Prompt Injection is a technique where a user inputs specific instructions or queries directly into...
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LLM Prompting with emojis
Prompting via emojis is a communication technique that uses emojis to convey ideas, instructions, or...
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Prompt Injection via image
In this video I will explain prompt injection via an image. The LLM is asked...
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AI Security Expert Blog
Welcome. In this blog we will regularly publish blog articles around Penetration Testing and Ethical...
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