DALL·E 2024 12 18 00.47.29 A futuristic concept art showing an advanced hacker extracting data from a Large Language Model LLM represented as a glowing digital AI brain. The b

LLM Pentesting & Security – Part 3: Advanced LLM Security Topics

Subtitle: Model Extraction, Adversarial Attacks, API Abuse, and Real-World Case Studies Introduction In Part 1, we explored the basics of prompt injection and its bypass techniques.In Part 2, we tackled advanced topics like guardrails and bypassing techniques. In this final installment, we will cover all remaining critical areas of LLM security, including: This guide includes practical tutorials, sample scripts, test cases, and…

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DALL·E 2024 12 18 00.31.52 A cyberpunk style concept art focused on the theme of Guardrails in LLM Security being bypassed by a hacker. The scene shows the word GUARDRAIL as

LLM Pentesting & Security – Part 2: Guardrails, Bypassing, and Advanced Attacks

Subtitle: Exploring Guardrails, Jailbreaking, and Adversarial Inputs in Detail Introduction to Advanced LLM Attacks In Part 1, we covered the basics of prompt injection, how to manipulate LLM inputs, and simple examples of bypassing restrictions. In this part, we will explore: Each section includes examples, code snippets, test cases, and bypass strategies, ensuring an end-to-end understanding. 1. What…

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