SecGPT

by llm-platform-security · Agent Tool · ★ 106

About SecGPT

SecGPT (aka IsolateGPT) SecGPT, aka IsolateGPT, is an LLM-based system that secures the execution of LLM apps via isolation. The key idea behind SecGPT is to isolate the execution of apps and to allow interaction between apps and the system only through well-defined interfaces with user permission. SecGPT can defend against multiple types of attacks, including app compromise, data stealing, inadvertent data exposure, and uncontrolled system alteration. The architecture of SecGPT is shown in the figure below. Learn more about SecGPT in our paper.

aiai-agentschatgptgenaigenai-securitygptisolationlangchainllmllm-agent

Quick Facts

Stars106
Forks12
LanguagePython
CategoryAgent Tool
Quality Score66.8308515855666/100
Last Updated2025-01-31
Created2024-03-07
Platformspython
Est. Tokens~74k

Compatible Skills

These tools work well together with SecGPT for enhanced workflows:

  • vibraniumdome — semantic(0.38)+complementary+rare_topics+same_lang+similar_pop+shared_platform (67%)
  • playbooks — semantic(0.24)+complementary+rare_topics+same_lang+similar_pop+shared_platform (62%)
  • code-on-incus — semantic(0.24)+complementary+rare_topics+same_lang+similar_pop+shared_platform (62%)
  • miniAutoGen — semantic(0.35)+complementary+rare_topics+same_lang+similar_pop+shared_platform (62%)
  • agent-builder — semantic(0.17)+complementary+rare_topics+same_lang+similar_pop+shared_platform (61%)

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Frequently Asked Questions

What is SecGPT?

SecGPT is An Execution Isolation Architecture for LLM-Based Agentic Systems. It is categorized as a Agent Tool with 106 GitHub stars.

What programming language is SecGPT written in?

SecGPT is primarily written in Python. It covers topics such as ai, ai-agents, chatgpt.

How do I install or use SecGPT?

You can find installation instructions and usage details in the SecGPT GitHub repository at github.com/llm-platform-security/SecGPT. The project has 106 stars and 12 forks, indicating an active community.

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