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Prompt injection attacks and defenses in LLM-integrated applications
Unofficial OAI Mirror
An Open-Source Package for Textual Adversarial Attack.
3G UMTS Data Radio Access Network Node
Mirror of OpenLTE
OpenOCD support for Avatar
Make World build system for OpenBSC and related projects
analyze recurring byte sequences
Perigord: Golang Tools for Ethereum Development
Open Source AI Trust Layer
This research proposes defense strategies against prompt injection in large language models to improve their robustness and security against unwanted outputs.
A robustness evaluation framework for large language models on adversarial prompts
PromptInject is a framework that assembles prompts in a modular fashion to provide a quantitative analysis of the robustness of LLMs to adversarial prompt attacks. 🏆 Best Paper Awards @ NeurIPS ML Safety Workshop 2022
automatically tests prompt injection attacks on ChatGPT instances
⚡ Fast • 🪶 Lightweight • 0️⃣ Dependency • 🔌 Pluggable • 😈 TLS interception • 🔒 DNS-over-HTTPS • 🔥 Poor Man's VPN • ⏪ Reverse & ⏩ Forward • 👮🏿 "Proxy Server" framework • 🌐 "Web Server" framework • ➵ ➶ ➷ ➠ "PubSub" framework • 👷 "Work" acceptor & executor framework
Cross-platform iMessage POC
Let Raccoon sample the unknown, safeguarding your AI's home.
LLM Prompt Injection Detector
S2E - A Platform for In-Vivo Multi-Path Software Analysis
Chinese safety prompts for evaluating and improving the safety of LLMs. 中文安全prompts,用于评估和提升大模型的安全性。
Symmetric Encryption with Language Models
Semantic search through a vectorized Wikipedia (SentenceBERT) with the Weaviate vector search engine
Helpful scripts for various tasks performed during reverse engineering the Shannon Baseband with the goal to exploit the Samsung Galaxy S6
SPU (Secure Processing Unit) aims to be a provable, measurable secure computation device, which provides computation ability while keeping your private data protected.
TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/
A lightweight dynamic instrumentation library
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.
fact checking of GPT and other LLMs
Flask API for generating text embeddings using OpenAI or sentence_transformers
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.