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
- Source code of the paper: "Yes, My LoRD." Guiding Language Model Extraction with Locality Reinforced Distillation. ACL'25☆20May 20, 2025Updated 10 months ago
- Encountering 14 different Naive RAG fails and using KG to solve it☆22Dec 4, 2025Updated 4 months ago
- Greed is Good: Exploration and Exploitation Trade-offs in Bayesian Optimisation☆10May 20, 2021Updated 4 years ago
- This is a POC for the CVE-2023-3883 exploit targeting WinRAR up to 6.22. Modified some existing internet-sourced POCs by introducing grea…☆13Aug 31, 2023Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Local DeepSearch (Advantage: Low Threshold): an implementation of Agentic RAG based on DeepSeek-R1 API and Tavily API☆17Jun 21, 2025Updated 9 months ago
- This Python-based DDoS tool for Termux enables stress testing with TCP, UDP, HTTP, and HTTPS flood attacks, featuring domain resolution, …☆18Nov 10, 2024Updated last year
- A simple implementation of DP-RAG☆17Mar 17, 2025Updated last year
- A Multilayered AV/EDR Evasion Framework and AV Testing Tool.☆18Jun 28, 2025Updated 9 months ago
- ☆16Dec 3, 2021Updated 4 years ago
- Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks (ICLR '20)☆33Nov 4, 2020Updated 5 years ago
- netflow.js repository, javascript library for visualizing neural network structure and training on the browser.☆24Jun 16, 2022Updated 3 years ago
- 😜Constrative Learning of Sentence Embedding using LoRA (EECS487 final project)☆13Apr 19, 2023Updated 2 years ago
- ☆13Dec 22, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆17Nov 7, 2023Updated 2 years ago
- Traction adaptive motion planning using sampling augmented adaptive RTI☆11Jun 6, 2021Updated 4 years ago
- Trajectory planning for highway situation with classic robotics approach.☆12May 23, 2018Updated 7 years ago
- ☆55Feb 28, 2026Updated last month
- Code for the NeurIPS 2024 submission: "DAGER: Extracting Text from Gradients with Language Model Priors"☆20Aug 13, 2025Updated 8 months ago
- Large Language Models Can Be Contextual Privacy Protection Learners☆16Oct 28, 2024Updated last year
- ☆19Sep 10, 2023Updated 2 years ago
- Learn the ins and outs of efficiently serving Large Language Models (LLMs). Dive into optimization techniques, including KV caching and L…☆19Apr 12, 2024Updated 2 years ago
- 龚建伟老师的《无人驾驶车辆模型预测控制》第五章carsim的仿真☆14Aug 17, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code for Improving Task-free Continual Learning by Distributionally Robust Memory Evolution (ICML 2022)☆11Aug 20, 2022Updated 3 years ago
- DemoKG is a knowledge graph tutorials for students and researchers. The tutorials include related topics suchas SPO triple preparation, G…☆12Dec 11, 2023Updated 2 years ago
- A catalog for OpenAerialMap imagery☆26Jul 29, 2025Updated 8 months ago
- [TDSC 2024] Official code for our paper "FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model"☆23May 14, 2025Updated 11 months ago
- Federated Learning - PyTorch☆15Jun 27, 2021Updated 4 years ago
- ☆29May 17, 2017Updated 8 years ago
- Reproduction of "Generative Modeling by Estimating Gradients of the Data Distribution" (NeurIPS, 2019) in Tensorflow 2.0☆21Dec 8, 2022Updated 3 years ago
- LIDA: Lightweight Interactive Dialogue Annotator (in EMNLP 2019)☆10Oct 18, 2021Updated 4 years ago
- We consider the problem of online trajectory design under time-varying environments. We formulate the general trajectory optimization pro…☆12Jan 1, 2020Updated 6 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- The GJK collision detection and distance calculation algorithms in MATLAB.☆10Aug 22, 2022Updated 3 years ago
- Website & Documentation: https://sbaresearch.github.io/model-watermarking/☆25Sep 22, 2023Updated 2 years ago
- C++ implementation of the GJK algorithm for convex polygon collision detection.☆11Aug 22, 2019Updated 6 years ago
- 计算机毕业设计hadoop+spark知识图谱医生推荐系统 门诊人数预测 医疗数据可视化 医疗大数据 医疗数据分析 医生爬虫 大数据毕业设计 大数据毕设☆11Jun 30, 2023Updated 2 years ago
- Master's Thesis on Lane Change in Autonomous Vehicles.☆12Aug 19, 2022Updated 3 years ago
- [ICRA'24] Influence of Camera-LiDAR Configuration on 3D Object Detection for Autonomous Driving☆21Sep 14, 2024Updated last year
- CBLUE 2/3 任务实现☆10Aug 1, 2024Updated last year