{"repo":"stfbk/PILLAR","free":true,"listed":false,"github":"https://github.com/stfbk/PILLAR","clone":"git clone https://github.com/stfbk/PILLAR.git","description":"An AI-Powered Privacy Threat Modeling tool based on the LINDDUN framework by leveraging Large Language Models.","language":"Python","stars":28,"topics":["privacy","privacy-tools","risk-analysis","risk-assessment","threat-modeling","linddun","llms","multiagent"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"P.I.L.L.A.R. P.I.L.L.A.R. (Privacy risk Identification with LINDDUN and LLM Analysis Report) is a tool which helps developers to identify privacy threats in their software. It uses the LINDDUN methodology executed by Large Language Models (LLMs) to identify privacy threats given the description of the application to analyze or its Data Flow Diagram (DFD). Once privacy threats have been elicited, P.I.L.L.A.R. offers the possibility to assess their impact and suggest control measures, based on the privacy patterns website. Finally, users can download a report of their privacy threat modeling. The tool is designed to be used by developers and security analysts to easily evaluate the privacy risks of their software and take the necessary actions to mitigate them, offering a good starting point for privacy analysis. Installation To install the project, you need to clone the repository and install the dependencies. You can do this by running the following commands: Usage To use the tool, follow the instructions on the web interface. You will need API keys of some LLM providers to use the tool, especially an OpenAI API key, as some features only work with it (for now). You can find more information on how to get an API key in the OpenAI website. Other supported LLM providers are MistralAI and Google Gemini. Using Local Models PILLAR also supports local models through Ollama and LM Studio. To enable these options: 1. In the sidebar.py file, uncomment the local model options in the mo","default_branch":null,"files":null,"tree":[],"storefront":"/r/stfbk","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/stfbk/PILLAR/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}