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https://github.com/mariocandela/beelzebub

A secure low code honeypot framework, leveraging LLM for System Virtualization.
https://github.com/mariocandela/beelzebub

cloudnative cloudsecurity cybersecurity deception framework go golang honeypot kubernetes llama3 llm llm-honeypot llm-security low-code ollama openai research research-project security whitehat

Last synced: 6 months ago
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A secure low code honeypot framework, leveraging LLM for System Virtualization.

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README 

          
# Beelzebub



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[![Mentioned in Awesome Go](https://awesome.re/mentioned-badge.svg)](https://github.com/avelino/awesome-go)  



## Overview



Beelzebub is an advanced honeypot framework designed to provide a highly secure environment for detecting and analyzing cyber attacks. It offers a low code approach for easy implementation and uses AI to mimic the behavior of a high-interaction honeypot.



Beelzebub Logo



## LLM Honeypot



[![asciicast](https://asciinema.org/a/665295.svg)](https://asciinema.org/a/665295)



## Telegram Bot for Real-Time Attacks



Stay updated on real-time attacks by joining our dedicated Telegram channel: [Telegram Channel](https://t.me/beelzebubhoneypot)



## Examples



To better understand the capabilities of Beelzebub, you can explore our example repository: [mariocandela/beelzebub-example](https://github.com/mariocandela/beelzebub-example)



## Quick Start



We provide two quick start options for build and run Beelzebub: using Docker Compose or the Go compiler.



### Using Docker Compose



1. Build the Docker images:



   ```bash

   $ docker-compose build

   ```



2. Start Beelzebub in detached mode:



   ```bash

   $ docker-compose up -d

   ```



### Using Go Compiler



1. Download the necessary Go modules:



   ```bash

   $ go mod download

   ```



2. Build the Beelzebub executable:



   ```bash

   $ go build

   ```



3. Run Beelzebub:



   ```bash

   $ ./beelzebub

   ```



### Deploy on kubernetes cluster using helm



1. Install helm



2. Deploy beelzebub:



   ```bash

   $ helm install beelzebub ./beelzebub-chart

   ```



3. Next release



   ```bash

   $ helm upgrade beelzebub ./beelzebub-chart

   ```

## Testing



We provide two types of tests: unit tests and integration tests.



### Unit Tests



To run unit tests:



```bash

$ make test.unit

```



### Integration Tests



To run integration tests:



```bash

$ make test.dependencies.start

$ make test.integration

$ make test.dependencies.down

```



## Key Features



Beelzebub offers a wide range of features to enhance your honeypot environment:



- Support for Ollama

- Support for OpenAI

- SSH Honeypot

- HTTP Honeypot

- TCP Honeypot

- Prometheus openmetrics integration

- Docker integration

- RabbitMQ integration

- kubernetes



## Example Configuration



Beelzebub allows easy configuration for different services and ports. Simply create a new file for each service/port within the `/configurations/services` directory.



To execute Beelzebub with your custom path, use the following command:



```bash

$ ./beelzebub --confCore ./configurations/beelzebub.yaml --confServices ./configurations/services/

```



Here are some example configurations for different honeypot scenarios:



#### Example HTTP Honeypot on Port 80



###### http-80.yaml



```yaml

apiVersion: "v1"

protocol: "http"

address: ":80"

description: "Wordpress 6.0"

commands:

  - regex: "^(/index.php|/index.html|/)$"

    handler:

      

        

          Wordpress 6 test page

        

        

          
Hello from Wordpress


        

      

    headers:

      - "Content-Type: text/html"

      - "Server: Apache/2.4.53 (Debian)"

      - "X-Powered-By: PHP/7.4.29"

    statusCode: 200

  - regex: "^(/wp-login.php|/wp-admin)$"

    handler:

      

        

          Wordpress 6 test page

        

        

          

            Username

            



            Password

            



            Login

          

        

      

    headers:

      - "Content-Type: text/html"

      - "Server: Apache/2.4.53 (Debian)"

      - "X-Powered-By: PHP/7.4.29"

    statusCode: 200

  - regex: "^.*$"

    handler:

      

        

          404

        

        

          
Not found!


        

      

    headers:

      - "Content-Type: text/html"

      - "Server: Apache/2.4.53 (Debian)"

      - "X-Powered-By: PHP/7.4.29"

    statusCode: 404

```



#### Example HTTP Honeypot on Port 8080



###### http-8080.yaml



```yaml

apiVersion: "v1"

protocol: "http"

address: ":8080"

description: "Apache 401"

commands:

  - regex: ".*"

    handler: "Unauthorized"

    headers:

      - "www-Authenticate: Basic"

      - "server: Apache"

    statusCode: 401

```



#### Example SSH Honeypot



###### LLM Honeypots



Follow a SSH LLM Honeypot using OpenAI as provider LLM:



```yaml

apiVersion: "v1"

protocol: "ssh"

address: ":2222"

description: "SSH interactive OpenAI  GPT-4"

commands:

  - regex: "^(.+)$"

    plugin: "LLMHoneypot"

serverVersion: "OpenSSH"

serverName: "ubuntu"

passwordRegex: "^(root|qwerty|Smoker666|123456|jenkins|minecraft|sinus|alex|postgres|Ly123456)$"

deadlineTimeoutSeconds: 60

plugin:

   llmProvider: "openai"

   llmModel: "gpt-4o" #Models https://platform.openai.com/docs/models

   openAISecretKey: "sk-proj-123456"

```



Examples with local Ollama instance using model codellama:7b:



```yaml

apiVersion: "v1"

protocol: "ssh"

address: ":2222"

description: "SSH Ollama Llama3"

commands:

  - regex: "^(.+)$"

    plugin: "LLMHoneypot"

serverVersion: "OpenSSH"

serverName: "ubuntu"

passwordRegex: "^(root|qwerty|Smoker666|123456|jenkins|minecraft|sinus|alex|postgres|Ly123456)$"

deadlineTimeoutSeconds: 60

plugin:

   llmProvider: "ollama"

   llmModel: "codellama:7b" #Models https://ollama.com/search

   host: "http://example.com/api/chat" #default http://localhost:11434/api/chat

```

Example with custom prompt:



```yaml

apiVersion: "v1"

protocol: "ssh"

address: ":2222"

description: "SSH interactive OpenAI  GPT-4"

commands:

  - regex: "^(.+)$"

    plugin: "LLMHoneypot"

serverVersion: "OpenSSH"

serverName: "ubuntu"

passwordRegex: "^(root|qwerty|Smoker666|123456|jenkins|minecraft|sinus|alex|postgres|Ly123456)$"

deadlineTimeoutSeconds: 60

plugin:

   llmProvider: "openai"

   llmModel: "gpt-4o"

   openAISecretKey: "sk-proj-123456"

   prompt: "You will act as an Ubuntu Linux terminal. The user will type commands, and you are to reply with what the terminal should show. Your responses must be contained within a single code block."

```



###### SSH Honeypot on Port 22



###### ssh-22.yaml



```yaml

apiVersion: "v1"

protocol: "ssh"

address: ":22"



description: "SSH interactive"

commands:

  - regex: "^ls$"

    handler: "Documents Images Desktop Downloads .m2 .kube .ssh .docker"

  - regex: "^pwd$"

    handler: "/home/"

  - regex: "^uname -m$"

    handler: "x86_64"

  - regex: "^docker ps$"

    handler: "CONTAINER ID IMAGE COMMAND CREATED STATUS PORTS NAMES"

  - regex: "^docker .*$"

    handler: "Error response from daemon: dial unix docker.raw.sock: connect: connection refused"

  - regex: "^uname$"

    handler: "Linux"

  - regex: "^ps$"

    handler: "PID TTY TIME CMD\n21642 ttys000 0:00.07 /bin/dockerd"

  - regex: "^(.+)$"

    handler: "command not found"

serverVersion: "OpenSSH"

serverName: "ubuntu"

passwordRegex: "^(root|qwerty|Smoker666)$"

deadlineTimeoutSeconds: 60

```



## Roadmap



Our future plans for Beelzebub include developing it into a robust PaaS platform.



## Contributing



The Beelzebub team welcomes contributions and project participation. Whether you want to report bugs, contribute new features, or have any questions, please refer to our [Contributor Guide](CONTRIBUTING.md) for detailed information. We encourage all participants and maintainers to adhere to our [Code of Conduct](CODE_OF_CONDUCT.md) and foster a supportive and respectful community.



Happy hacking!



## License



Beelzebub is licensed under the [MIT License](LICENSE).



## Supported by

[![JetBrains logo.](https://resources.jetbrains.com/storage/products/company/brand/logos/jetbrains.svg)](https://jb.gg/OpenSourceSupport)



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