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Adversarial Security Research · Awesome GitHub Repositories

3 repos

Awesome GitHub RepositoriesAdversarial Security Research

Resources and methodologies for identifying, simulating, and reporting security vulnerabilities within AI systems.

Explore 3 awesome GitHub repositories matching artificial intelligence & ml · Adversarial Security Research. Refine with filters or upvote what's useful.

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  • dair-ai/Prompt-Engineering-Guide

    dair-ai/Prompt-Engineering-Guide

    70,526GitHubView on GitHub↗

    This project is a comprehensive educational resource and knowledge base dedicated to the development and application of large language models and autonomous agentic systems. It provides a structured framework for understanding prompt engineering, context management, and the architectural patterns required to build task

    MDXagentagentsai-agents
  • NationalSecurityAgency/ghidra

    NationalSecurityAgency/ghidra

    64,794GitHubView on GitHub↗

    Ghidra is a software reverse engineering suite designed to analyze compiled binaries and reconstruct program logic without access to original source code. It provides an interactive environment for disassembly and decompilation, utilizing a platform-independent intermediate representation to maintain consistency across

    Javadisassemblerreverse-engineeringsoftware-analysis
  • PlexPt/awesome-chatgpt-prompts-zh

    PlexPt/awesome-chatgpt-prompts-zh

    58,347GitHubView on GitHub↗

    This project is a community-driven library of structured text inputs designed to guide large language models into specific roles, behaviors, and operational modes. It functions as a comprehensive repository of prompt engineering resources, providing reusable templates that allow users to override default model tendenci

    chat-gptchatgptchatgpt3

Explore sub-tags

  • Adversarial Prompt DatasetsCollections of prompts designed to test model safety boundaries and identify potential vulnerabilities in guardrail implementations.
  • Adversarial Simulation EnvironmentsInteractive environments used to test model robustness against jailbreaking, prompt injection, and other adversarial inputs.
  • Prompt Injection TechniquesMethods used to bypass safety filters and operational constraints through adversarial input patterns.
  • Vulnerability Disclosure Reports
Detailed accounts of security flaws, including reproduction steps, exploitation methods, and mitigation strategies.
  • Vulnerability Research ToolsUtilities for examining binary code to discover security flaws and potential exploits.