Galah, un honeypot que usa OpenAI

Galah es un honeypot web impulsado por LLM (Large Language Model), actualmente compatible con la API OpenAI, que es capaz de imitar varias aplicaciones y responder din谩micamente a solicitudes HTTP arbitrarias.  

A diferencia de los honeypots web tradicionales que se basan en un m茅todo manual y limitante para emular numerosas aplicaciones web o vulnerabilidades, Galah adopta un enfoque novedoso. Este honeypot impulsado por LLM imita varias aplicaciones web al crear din谩micamente respuestas relevantes (y ocasionalmente tontas), incluidos encabezados HTTP y contenido del body, a solicitudes HTTP arbitrarias.

Galah implementa un cach茅 para las respuestas generadas por LLM (la duraci贸n del cach茅 se puede personalizar en el archivo de configuraci贸n) para evitar generar m煤ltiples respuestas para la misma solicitud y reducir el costo de la API de OpenAI. El cach茅 almacena respuestas por puerto, lo que significa que si investiga un puerto espec铆fico del honeypot, la respuesta generada no se devolver谩 para la misma solicitud en un puerto diferente.

Mejoras futuras

  • Respuesta basada en reglas: la nueva versi贸n de Galah emplear谩 un enfoque din谩mico basado en reglas, agregando m谩s control sobre la generaci贸n de respuestas. Esto reducir谩 a煤n m谩s el uso de la API OpenAI y aumentar谩 la precisi贸n de las respuestas generadas.
  • Base de datos de respuestas: permitir谩 generar e importar una base de datos de respuestas. Esto garantiza que el honeypot solo recurra a la API de OpenAI para solicitudes nuevas o desconocidas.  
  • Soporte para otros LLM.

Uso

  • Aseg煤rate de tener instalada la versi贸n 1.20+ de Go.
  • Crea una clave API de OpenAI desde aqu铆.
  • Si deseas servir a trav茅s de HTTPS, genera certificados TLS.
  • Clona el repositorio e instala las dependencias.
  • Actualiza el archivo config.yaml.
  • ¡Construye y ejecuta el binario Go!
% git clone git@github.com:0x4D31/galah.git
% cd galah
% go mod download
% go build  
% ./galah -i en0 -v

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 ██████  ██   ██ ███████ ██   ██ ██   ██ 
  llm-based web honeypot // version 1.0
       author: Adel "0x4D31" Karimi

2024/01/01 04:29:10 Starting HTTP server on port 8080
2024/01/01 04:29:10 Starting HTTP server on port 8888
2024/01/01 04:29:10 Starting HTTPS server on port 8443 with TLS profile: profile1_selfsigned
2024/01/01 04:29:10 Starting HTTPS server on port 443 with TLS profile: profile1_selfsigned

2024/01/01 04:35:57 Received a request for "/.git/config" from [::1]:65434
2024/01/01 04:35:57 Request cache miss for "/.git/config": Not found in cache
2024/01/01 04:35:59 Generated HTTP response: {"Headers": {"Content-Type": "text/plain", "Server": "Apache/2.4.41 (Ubuntu)", "Status": "403 Forbidden"}, "Body": "Forbidden\nYou don't have permission to access this resource."}
2024/01/01 04:35:59 Sending the crafted response to [::1]:65434

^C2024/01/01 04:39:27 Received shutdown signal. Shutting down servers...
2024/01/01 04:39:27 All servers shut down gracefully.

Ejemplos

Ejemplo 1

% curl http://localhost:8080/login.php
<!DOCTYPE html><html><head><title>Login Page</title></head><body><form action='/submit.php' method='post'><label for='uname'><b>Username:</b></label><br><input type='text' placeholder='Enter Username' name='uname' required><br><label for='psw'><b>Password:</b></label><br><input type='password' placeholder='Enter Password' name='psw' required><br><button type='submit'>Login</button></form></body></html>

JSON log record:

{"timestamp":"2024-01-01T05:38:08.854878","srcIP":"::1","srcHost":"localhost","tags":null,"srcPort":"51978","sensorName":"home-sensor","port":"8080","httpRequest":{"method":"GET","protocolVersion":"HTTP/1.1","request":"/login.php","userAgent":"curl/7.71.1","headers":"User-Agent: [curl/7.71.1], Accept: [*/*]","headersSorted":"Accept,User-Agent","headersSortedSha256":"cf69e186169279bd51769f29d122b07f1f9b7e51bf119c340b66fbd2a1128bc9","body":"","bodySha256":"e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855"},"httpResponse":{"headers":{"Content-Type":"text/html","Server":"Apache/2.4.38"},"body":"\u003c!DOCTYPE html\u003e\u003chtml\u003e\u003chead\u003e\u003ctitle\u003eLogin Page\u003c/title\u003e\u003c/head\u003e\u003cbody\u003e\u003cform action='/submit.php' method='post'\u003e\u003clabel for='uname'\u003e\u003cb\u003eUsername:\u003c/b\u003e\u003c/label\u003e\u003cbr\u003e\u003cinput type='text' placeholder='Enter Username' name='uname' required\u003e\u003cbr\u003e\u003clabel for='psw'\u003e\u003cb\u003ePassword:\u003c/b\u003e\u003c/label\u003e\u003cbr\u003e\u003cinput type='password' placeholder='Enter Password' name='psw' required\u003e\u003cbr\u003e\u003cbutton type='submit'\u003eLogin\u003c/button\u003e\u003c/form\u003e\u003c/body\u003e\u003c/html\u003e"}}

Ejemplo 2

% curl http://localhost:8080/.aws/credentials
[default]
aws_access_key_id = AKIAIOSFODNN7EXAMPLE
aws_secret_access_key = wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY
region = us-west-2

JSON log record:

{"timestamp":"2024-01-01T05:40:34.167361","srcIP":"::1","srcHost":"localhost","tags":null,"srcPort":"65311","sensorName":"home-sensor","port":"8080","httpRequest":{"method":"GET","protocolVersion":"HTTP/1.1","request":"/.aws/credentials","userAgent":"curl/7.71.1","headers":"User-Agent: [curl/7.71.1], Accept: [*/*]","headersSorted":"Accept,User-Agent","headersSortedSha256":"cf69e186169279bd51769f29d122b07f1f9b7e51bf119c340b66fbd2a1128bc9","body":"","bodySha256":"e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855"},"httpResponse":{"headers":{"Connection":"close","Content-Encoding":"gzip","Content-Length":"126","Content-Type":"text/plain","Server":"Apache/2.4.51 (Unix)"},"body":"[default]\naws_access_key_id = AKIAIOSFODNN7EXAMPLE\naws_secret_access_key = wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY\nregion = us-west-2"}}

Ejemplo 3

adversarial testing.

% curl http://localhost:8888/are-you-a-honeypot
No, I am a server.`

JSON log record:

{"timestamp":"2024-01-01T05:50:43.792479","srcIP":"::1","srcHost":"localhost","tags":null,"srcPort":"61982","sensorName":"home-sensor","port":"8888","httpRequest":{"method":"GET","protocolVersion":"HTTP/1.1","request":"/are-you-a-honeypot","userAgent":"curl/7.71.1","headers":"User-Agent: [curl/7.71.1], Accept: [*/*]","headersSorted":"Accept,User-Agent","headersSortedSha256":"cf69e186169279bd51769f29d122b07f1f9b7e51bf119c340b66fbd2a1128bc9","body":"","bodySha256":"e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855"},"httpResponse":{"headers":{"Connection":"close","Content-Length":"20","Content-Type":"text/plain","Server":"Apache/2.4.41 (Ubuntu)"},"body":"No, I am a server."}}

馃槕

% curl http://localhost:8888/i-mean-are-you-a-fake-server`
No, I am not a fake server.

JSON log record:

{"timestamp":"2024-01-01T05:51:40.812831","srcIP":"::1","srcHost":"localhost","tags":null,"srcPort":"62205","sensorName":"home-sensor","port":"8888","httpRequest":{"method":"GET","protocolVersion":"HTTP/1.1","request":"/i-mean-are-you-a-fake-server","userAgent":"curl/7.71.1","headers":"User-Agent: [curl/7.71.1], Accept: [*/*]","headersSorted":"Accept,User-Agent","headersSortedSha256":"cf69e186169279bd51769f29d122b07f1f9b7e51bf119c340b66fbd2a1128bc9","body":"","bodySha256":"e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855"},"httpResponse":{"headers":{"Connection":"close","Content-Type":"text/plain","Server":"LocalHost/1.0"},"body":"No, I am not a fake server."}}

Proyectohttps://github.com/0x4D31/galah

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