Beelzebub
Low-code deception framework that virtualizes honeypot services, with optional LLM-driven responses.
Technical Architecture & Overview
Beelzebub is a Go-based honeypot framework where services are declared in YAML configuration rather than written as plugins. It ships modules for SSH, HTTP, MySQL, Redis, and other protocols, and an optional integration routes interactive prompts to an LLM so attackers receive plausible responses. The project moved to the beelzebub-labs organization and stays under steady development.
Targeted Technical Use Cases
Quickly standing up protocol decoys with configuration files, including experiments with AI-driven interaction.
Evaluation & Trade-offs
Core Strengths
- +Configuration-driven setup without writing code.
- +LLM integration is a distinctive capability.
- +Lightweight deployment footprint.
Trade-Offs & Limitations
- -Protocol emulation depth is lower than mature dedicated honeypots.
- -LLM mode needs review, since model responses can leak unrealistic details.
Defensive Security Application
Internal and external decoy services that log attacker technique for detection building.
Frequently Asked Questions
What is Beelzebub?→
Beelzebub is a Go-based honeypot framework where services are declared in YAML configuration rather than written as plugins. It ships modules for SSH, HTTP, MySQL, Redis, and other protocols, and an optional integration routes interactive prompts to an LLM so attackers receive plausible responses. The project moved to the beelzebub-labs organization and stays under steady development.
What is Beelzebub used for?→
Quickly standing up protocol decoys with configuration files, including experiments with AI-driven interaction.
What are the strengths of Beelzebub?→
- +Configuration-driven setup without writing code.
- +LLM integration is a distinctive capability.
- +Lightweight deployment footprint.
What are the limitations of Beelzebub?→
- +Protocol emulation depth is lower than mature dedicated honeypots.
- +LLM mode needs review, since model responses can leak unrealistic details.
How is Beelzebub used defensively?→
Internal and external decoy services that log attacker technique for detection building.