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AI and Machine Learning · Awesome GitHub Repositories

7 repos

Awesome GitHub RepositoriesAI and Machine Learning

Specialized security practices for protecting LLMs and AI agents against prompt injection, adversarial attacks, and trust-related vulnerabilities.

Explore 7 awesome GitHub repositories matching security & cryptography · AI and Machine Learning. Refine with filters or upvote what's useful.

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Awesome AI and Machine Learning GitHub Repositories

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  • sindresorhus/awesome

    sindresorhus/awesome

    438,690GitHubView on GitHub↗

    This project is a community-curated knowledge base that organizes vast technical ecosystems into a hierarchical, human-readable directory. It serves as a comprehensive index of libraries, frameworks, and methodologies, designed to facilitate discovery and professional development across the entire spectrum of software

    awesomeawesome-listlists
  • langchain-ai/langchain

    langchain-ai/langchain

    127,015GitHubView on GitHub↗

    LangChain is an orchestration framework designed for building, managing, and deploying applications powered by large language models. It provides a unified integration layer that normalizes disparate model provider APIs into a consistent set of primitives, enabling developers to build complex, multi-step AI workflows t

    Pythonagentsaiai-agents
  • x1xhlol/system-prompts-and-models-of-ai-tools

    x1xhlol/system-prompts-and-models-of-ai-tools

    115,232GitHubView on GitHub↗

    This project is a community-driven knowledgebase and registry for AI agent configurations. It serves as a centralized repository for system prompts, environment settings, and integration strategies designed to standardize the behavior of various AI-assisted development tools. By capturing these configurations in a stru

    aiboltcluely
  • punkpeye/awesome-mcp-servers

    punkpeye/awesome-mcp-servers

    81,101GitHubView on GitHub↗

    This project serves as a centralized directory and interoperability hub for the Model Context Protocol, providing a curated collection of standardized service connectors that bridge artificial intelligence models with external software, databases, and APIs. It facilitates the integration of AI agents with diverse ecosy

    aimcp
  • elastic/elasticsearch

    elastic/elasticsearch

    76,163GitHubView on GitHub↗

    Elasticsearch is a distributed search engine and document store designed for the high-performance indexing and retrieval of massive volumes of unstructured data. It functions as a centralized analytics platform, providing a schema-flexible architecture that organizes information into searchable indices while maintainin

    Javaelasticsearchjavasearch-engine
  • swisskyrepo/PayloadsAllTheThings

    swisskyrepo/PayloadsAllTheThings

    75,346GitHubView on GitHub↗

    This project is a comprehensive, community-sourced knowledge base designed for security professionals and researchers. It functions as a centralized repository of offensive security techniques, providing a structured collection of exploit payloads, attack vectors, and methodologies for conducting vulnerability assessme

    Pythonbountybugbountybypass
  • mlabonne/llm-course

    mlabonne/llm-course

    75,340GitHubView on GitHub↗

    This project is a comprehensive educational curriculum and engineering handbook focused on the lifecycle of large language models. It serves as a structured knowledge base for machine learning practitioners, covering the fundamental mathematical and architectural principles of transformer-based sequence modeling, as we

    courselarge-language-modelsllm

Explore sub-tags

  • AI-Powered Security OperationsSecurity platforms that leverage artificial intelligence to automate threat detection, incident response, and vulnerability management.
  • Agent Trust FrameworksSystems that establish and verify the identity and integrity of autonomous software agents.
  • Credential ProvidersServices that provide secure, automated authentication tokens for AI models and automated systems.
  • LLM SecurityResources for identifying and mitigating security vulnerabilities specific to large language models, such as prompt injection.
Prompt Engineering Resources1 sub-tagResources and repositories for managing, sharing, and optimizing secure prompts for AI interactions.
  • Prompt Injection TestingTesting frameworks designed to identify vulnerabilities where malicious prompts can manipulate AI model behavior.