This project explores training data extraction attacks on the LLaMa 7B, GPT-2XL, and GPT-2-IMDB models to discover memorized content using perplexity, perturbation scoring metrics, and large scale search queries.
☆15Jun 15, 2023Updated 2 years ago
Alternatives and similar repositories for Training-Data-Extraction-Attack-on-LLMs
Users that are interested in Training-Data-Extraction-Attack-on-LLMs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official Code for ACL 2023 paper: "Ethicist: Targeted Training Data Extraction Through Loss Smoothed Soft Prompting and Calibrated Confid…☆23May 8, 2023Updated 2 years ago
- Encountering 14 different Naive RAG fails and using KG to solve it☆24Dec 4, 2025Updated 5 months ago
- 😜Constrative Learning of Sentence Embedding using LoRA (EECS487 final project)☆13Apr 19, 2023Updated 3 years ago
- Code for the NeurIPS 2024 submission: "DAGER: Extracting Text from Gradients with Language Model Priors"☆20Aug 13, 2025Updated 8 months ago
- Code for Improving Task-free Continual Learning by Distributionally Robust Memory Evolution (ICML 2022)☆11Aug 20, 2022Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Federated Learning - PyTorch☆15Jun 27, 2021Updated 4 years ago
- ☆34Nov 11, 2025Updated 5 months ago
- This project explores my adventures doing a deep dive of OpenAI embeddings with Neo4j during the Fixie AI + LLM Hackathon on Saturday, Se…☆15Sep 19, 2023Updated 2 years ago
- Basic openAI chat Bot on neo4j knowledge graph☆11Oct 4, 2023Updated 2 years ago
- The application uses a combination of natural language processing (NLP), and financial analysis techniques to extract, process, and analy…☆41Dec 28, 2023Updated 2 years ago
- Code for Findings-ACL 2023 paper: Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Rec…☆46Jun 3, 2024Updated last year
- ☆30Apr 18, 2026Updated 2 weeks ago
- Agent installed on node to launch IDA,Bindiff,... and send results to the server ( AutoDiffWeb )☆10Mar 25, 2016Updated 10 years ago
- crawl the public files of different governments through python 3.☆15Aug 29, 2019Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Repository containing Jupyter Notebooks for working with OSQuery tables and data☆17May 8, 2020Updated 5 years ago
- 一款针对于Electron开发的可以将任意网站变成app的软件☆20Mar 12, 2024Updated 2 years ago
- 针对企业取证产品,知识图谱的可视化及问答系统。☆16Apr 14, 2023Updated 3 years ago
- Knowledge graph construction based on LLM☆11Dec 4, 2023Updated 2 years ago
- art of visualization,Knowledge map visual rendering library☆16Apr 11, 2024Updated 2 years ago
- Training data extraction on GPT-2☆195Feb 4, 2023Updated 3 years ago
- API gateway and reverse proxy for OpenAI APIs☆15Jul 27, 2023Updated 2 years ago
- Small tools to assist with using Large Language Models☆12Nov 7, 2023Updated 2 years ago
- The intent of this development is to build a product that will support digital procurement needs for the BC Government including services…☆17Jan 2, 2026Updated 4 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A proxy for Google Bard LLM☆10Nov 2, 2023Updated 2 years ago
- ☆13Jun 25, 2016Updated 9 years ago
- Golang open ai client☆13Aug 16, 2024Updated last year
- Copy My Writing is a command-line tool for generating content based on your personal writing style.☆11Oct 12, 2025Updated 6 months ago
- 2016→ — A curated list of Tools and Resources.☆22Jun 11, 2020Updated 5 years ago
- Resk is a robust Python library designed to enhance security and manage context when interacting with LLMs. It provides a protective …☆19Apr 13, 2026Updated 3 weeks ago
- Flow control nodes for comfyUI, allowing for more diverse workflows☆13Apr 3, 2025Updated last year
- SSE to Stdio MCP Proxy Server☆23Mar 9, 2026Updated last month
- eXokernel Development Kit for Linux☆14Jan 6, 2017Updated 9 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Tools for inspecting iOS firmware images☆17Feb 12, 2019Updated 7 years ago
- Squid proxy cluster with ssl_bump on Google Cloud☆12Mar 11, 2021Updated 5 years ago
- IDA Pro Plugins☆19May 31, 2015Updated 10 years ago
- An implementation of FedPAQ using different experimental parameters. We will be looking at different variations of how, r(number of clien…☆24Apr 3, 2021Updated 5 years ago
- Analyzes open source bug trackers for interesting vulnerabilities☆23Feb 3, 2015Updated 11 years ago
- ☆22Jun 22, 2019Updated 6 years ago
- C++14 automated code test infrastructure with permutation, fuzzing, sanitising and edge coverage☆12Mar 10, 2026Updated last month