jailbreaking

[CCS'24] A dataset consists of 15,140 ChatGPT prompts from Reddit, Discord, websites, and open-source datasets (including 1,405 jailbreak prompts).

A powerful tool for automated LLM fuzzing. It is designed to help developers and security researchers identify and mitigate potential jailbreaks in their LLM APIs.

🔓 ipadecrypt is an open-source tool for downloading, patching and decrypting .ipa's with minimal user intervention on palera1n and dopamine jailbreaks

LLM alignment jailbreak; a set of instructions for auditing their internal reasoning and uncovering biases

Frida script to bypass the iOS application Jailbreak Detection

Does Refusal Training in LLMs Generalize to the Past Tense? [ICLR 2025]

Materials for the course Principles of AI: LLMs at UPenn (Stat 9911, Spring 2025). LLM architectures, training paradigms (pre- and post-training, alignment), test-time computation, reasoning, safety and robustness (jailbreaking, oversight, uncertainty), representations, interpretability (circuits), etc.

A diagnostic methodology for bypassing LLM defense layers — from input filters to persistent memory exploitation.

Python adaptation for pelara1n

A collection of jailbreak prompts and exploit techniques for local and frontier AI models, with modern methods for Qwen3.5, Gemma 4, Llama 4, Kimi K3, GPT-OSS, GPT-5.x, Gemini 3.x and Grok 4.x. For red-teaming and AI safety research only.

An extensive prompt to make a friendly persona from a chatbot-like model like ChatGPT

SecurityKit is a lightweight, easy-to-use Swift library that helps protect iOS apps according to the OWASP MASVS standard, chapter v8, providing an advanced security and anti-tampering layer.

TurboFuzzLLM: Turbocharging Mutation-based Fuzzing for Effectively Jailbreaking Large Language Models in Practice

Cydia repo

Security Kit is a lightweight framework that helps to achieve a security layer

llm exploitation framework

APT distribution repository for jailbroken iOS devices.

Customizable Dark Mode Extension for iOS 13+

During the Development of Suave7 and it's Predecessors, we've created a lot of Icons and UI-Images and we would like to share them with you. The Theme Developer Kit contains nearly 5.600 Icons, more than 380 Photoshop-Templates and 100 Pixelmator-Documents. With this Package you can customize every App from the App Store …

A comprehensive security benchmark for evaluating infrastructure-layer defenses in MCP-based AI agent systems