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PassLLM

https://github.com/Tzohar/PassLLM

Open Source

Categories

Exploitation Password Attacks Reconnaissance

Description

World's most accurate password guessing AI tool. A PyTorch implementation of PassLLM (USENIX 2025) that leverages PII and LoRA fine-tuning to outperform existing tools by over 45% on consumer hardware.

Keywords

ai artificial-intelligence deep-learning generative-ai hacking hashcat llm lora machine-learning nlp osint password password-recovery pentesting python pytorch redteam security transformers

Example Usage

# 1. Clone the repository
   git clone https://github.com/tzohar/PassLLM.git
   cd PassLLM

# 2. Install dependencies (Choose one)
   # Option A: Install from requirements (Recommended)
   pip install -r requirements.txt
   
   # Option B: Manual install
   pip install torch torch-directml "transformers<5.0.0" peft datasets bitsandbytes accelerate gradio