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21 Lessons, Get Started Building with Generative AI
Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs,…
Anthropic's Interactive Prompt Engineering Tutorial
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
This repository is maintained by Omar Santos (@santosomar) and includes thousands of resources related to ethical hacking, bug bounties, digital forensics and incident response (DFIR), AI security,…
Neural Networks: Zero to Hero
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
FinRobot: An Open-Source AI Agent Platform for Financial Analysis using LLMs 🚀 🚀 🚀
An adversarial example library for constructing attacks, building defenses, and benchmarking both
Tutorials and programming exercises for learning Q# and quantum computing
Acceptance rates for the major AI conferences
Learn Agentic AI using Dapr Agentic Cloud Ascent (DACA) Design Pattern and Agent-Native Cloud Technologies: OpenAI Agents SDK, Memory, MCP, A2A, Knowledge Graphs, Dapr, Rancher Desktop, and Kuberne…
[CCS'24] A dataset consists of 15,140 ChatGPT prompts from Reddit, Discord, websites, and open-source datasets (including 1,405 jailbreak prompts).
New ways of breaking app-integrated LLMs
An experimentation and research platform to investigate the interaction of automated agents in an abstract simulated network environments.
A powerful tool for automated LLM fuzzing. It is designed to help developers and security researchers identify and mitigate potential jailbreaks in their LLM APIs.
Project page for "The Fuzzing Book"
Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure API Management and Microsoft Foundry 🚀
Reproducing Yann LeCun 1989 paper "Backpropagation Applied to Handwritten Zip Code Recognition", to my knowledge the earliest real-world application of a neural net trained with backpropagation.
Repository of Bachelor's Major Project on Botnet Detection
A benchmark for prompt injection detection systems.
This repository is the central repository for all MicroHacks from customers, partners or Microsoft.
WMDP is a LLM proxy benchmark for hazardous knowledge in bio, cyber, and chemical security. We also release code for RMU, an unlearning method which reduces LLM performance on WMDP while retaining …
This is a repository for the LinkedIn Learning course Fine-tuning LLMs for Cybersecurity: Mistral, LLaMa, AutoTrain, AutoGen
Repository for our paper "Frustratingly Easy Jailbreak of Large Language Models via Output Prefix Attacks". https://www.researchsquare.com/article/rs-4385503/latest
A Collection of Notes, CTFs, Challenges, and Security Labs Walkthroughs