SecGPT is an open-source security framework designed to protect large language model applications. It provides pre-built modules and customizable rule definitions to detect prompt injections, simulate adversarial attacks, enforce compliance policies, and validate outputs within your LLM pipelines.
AI Platforms & Frameworks
Security
#AI Security
#Data protection
#prompt injection
#adversarial attacks
#compliance monitoring
#security reports
#vulnerability assessments
#Python integration
#security profiles
#Automated testing
#data leakage prevention
#LangChain-Integration
#LlamaIndex integration
#Risk Management
#input validation
#governance in AI
#security compliance
#threat simulation
#cybersecurity tools
#developers security solutions
...
Promote this Tool
Update this Tool
SecGPT
SecGPT is an open-source security framework designed to protect large language model applications. It provides pre-built modules and customizable rule definitions to detect prompt injections, simulate adversarial attacks, enforce compliance policies, and validate outputs within your LLM pipelines.
AI Platforms & Frameworks
Security
#AI Security
#Data protection
#prompt injection
#adversarial attacks
#compliance monitoring
#security reports
#vulnerability assessments
#Python integration
#security profiles
#Automated testing
#data leakage prevention
#LangChain-Integration
#LlamaIndex integration
#Risk Management
#input validation
#governance in AI
#security compliance
#threat simulation
#cybersecurity tools
#developers security solutions
...
Featured
What is SecGPT?
SecGPT wraps LLM calls with layered security controls and automated testing. Developers define security profiles in YAML, integrate the library into their Python pipelines, and leverage modules for prompt injection detection, data leakage prevention, adversarial threat simulation, and compliance monitoring. SecGPT generates detailed reports on violations, supports alerting via webhooks, and seamlessly integrates with popular tools like LangChain and LlamaIndex to ensure safe and compliant AI deployments.
Who will use SecGPT?
- AI developers
- Security engineers
- DevSecOps teams
- Compliance officers
- Research labs
How to use the SecGPT?
- Step1: Install SecGPT with pip install secgpt
- Step2: Define your security profile in a YAML file with rules and policies
- Step3: Import SecGPT and initialize the SecGPT client in your Python code
- Step4: Attach SecGPT middleware to your LLM pipeline (e.g., LangChain)
- Step5: Configure desired modules (injection detection, adversarial simulation, compliance checks)
- Step6: Run your application and review generated security reports for any violations
Platform
- mac
- windows
- linux
SecGPT's Core Features & Benefits
The Core Features
- Prompt injection detection
- Adversarial attack simulation
- Data leakage prevention
- Compliance policy enforcement
- Output validation and filtering
- Detailed security reporting
- Integration with LangChain and LlamaIndex
The Benefits
- Automated vulnerability assessments
- Customizable security rules
- Seamless integration into existing pipelines
- Improved compliance and governance
- Reduced risk of malicious inputs
SecGPT's Main Use Cases & Applications
- Securing customer support chatbots against prompt injections
- Auditing LLM-powered document summarization for data leaks
- Compliance testing for regulated AI deployments
- Threat modeling and adversarial testing of generative agents
- Automated security reporting for LLM applications
FAQs of SecGPT
SecGPT Company Information
- LLM Platform Security
SecGPT Reviews
5/5
SecGPT's Main Competitors and alternatives?
- Cocoon Guardrails
- PromptGuard
- OpenAI Moderation API
- AI Security Engine
- LangSecOps
You may also like:
1.5M
14.58% AI design agent automates workflow creating images, videos, 3D models up to 10x faster.
1.2K
54.15% AI-driven chatbot for top OnlyFans creators.
325.8K
27.42% Aixbt is a tokenized AI Agent optimizing revenue across applications.
937
theGist AI Workspace unifies work apps with AI for improved productivity.
44.0K
11.03% Generate brand visuals and copy using AI to boost e-commerce sales.
1.4K
55.44% GPTConsole is an AI agent designed for streamlined conversation and task automation.
--
GenSphere is an AI agent that automates data analysis and provides insights for informed decision-making.
6.8K
63.82% Nullify automates the entire AppSec program for security teams using AI-driven solutions.
77.6K
18.77% Flowith is a canvas-based agentic workspace which offers free 🍌Nano Banana Pro and other effective models...
30.8K
21.51% Langbase is an AI agent that generates and analyzes natural language content efficiently.
719
36.79% AiTerm: AI Terminal Assistant converting natural language to commands.
--
Generate intriguing facts effortlessly with our AI-powered tool.
1.2K
100.00% Revolutionary AI that sees, hears, and communicates in real time.
17.9K
41.82% Automate your job applications and find the perfect job with AI technology.
413
100.00% Intellika AI enables seamless automation of data analysis and reporting for businesses.
--
ScholarRoll helps students find and apply for scholarships easily.
37.2K
68.25% OneReach AI simplifies interactions by automating customer engagement through intelligent messaging.
594
100.00% Phoenix AI Assistant helps streamline tasks using intelligent automation and personalized support.
8.6K
37.99% Refly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
78.0K
10.44% Vicarius offers AI-driven vulnerability detection and remediation for businesses.
20.9K
95.28% Amplify Security is an AI agent focusing on threat detection and response automation.
2.9K
56.52% Explore AI-powered technology for self-parking cars that enhances driving convenience.
325
100.00% Llama Guard is an AI agent designed for efficient information security management.
11.2K
100.00% AI Agent for detecting PPE kits in real-time environments.
114.8K
61.34% Shield AI delivers advanced autonomous drone solutions for defense and security.
--
An open-source RAG-based AI tool enabling LLM-driven Q&A over cybersecurity datasets for contextual threat insights.
--
An open-source AI Agent that automates cybersecurity tasks like threat hunting, vulnerability scanning, log analysis, and incident response.
21.8K
26.92% Radiant Security provides AI-driven threat detection and incident response for enterprises.
381.3K
19.05% Clone, Design, and Create Expressive AI Voices in Seconds, with Perfect Sound Effects and Music.
12.3K
67.56% Enkrypt AI is an AI agent designed for secure document encryption and protection.
--
Offensive Graphs uses AI to automatically generate attack path graphs from network data, empowering security teams with clear visualization.
10.8K
44.95% Aident uses AI to verify user identity through face recognition, liveness detection, and document authentication.
9.6K
32.54% AI-driven mobile app security platform automating static and dynamic vulnerability detection with continuous CI/CD integration.
--
Deep Threat Model uses ChatGPT to automatically generate detailed threat model diagrams from your application descriptions.
9.5K
24.80% VIPER automates adversary emulation with AI, generating dynamic attack chains and orchestrating comprehensive red team operations seamlessly.
13.3K
21.13% Privasea is an AI agent for enhanced online privacy and cybersecurity.
603
100.00% Amplifier Security safeguards digital environments through AI-driven threat detection and real-time monitoring.
--
An open-source framework that secures LLM agent access to private data through encryption, authentication, and secure retrieval layers.
--
Agentic-IAM automates cloud identity and access policies via conversational AI, generating secure IAM configurations from natural language.
69.6K
13.79% SharkFoto is an all-in-one AI-powered platform for creating and editing videos, images, and music efficiently.