frontpage.
newsnewestaskshowjobs

Made with ♥ by @iamnishanth

Open Source @Github

Open in hackernews

Show HN: Open-source project that use LLM as deception system

4•mariocandela•5h ago
Hello everyone

I wanted to share a project I've been working on that I think you'll find really interesting. It's called Beelzebub, an open-source honeypot framework that uses LLMs to create incredibly realistic and dynamic deception environments.

By integrating LLMs, it can mimic entire operating systems and interact with attackers in a super convincing way. Imagine an SSH honeypot where the LLM provides plausible responses to commands, even though nothing is actually executed on a real system.

The goal is to keep attackers engaged for as long as possible, diverting them from your real systems and collecting valuable, real-world data on their tactics, techniques, and procedures. We've even had success capturing real threat actors with it!

I'd love for you to try it out, give it a star on GitHub, and maybe even contribute! Your feedback, especially from an LLM-centric perspective, would be incredibly valuable as we continue to develop it.

You can find the project here: https://github.com/mariocandela/beelzebub

Let me know what you think in the comments! Do you have ideas for new LLM-powered honeypot features?

Thanks for your time!

Distillation Makes AI Models Smaller and Cheaper

https://www.quantamagazine.org/how-distillation-makes-ai-models-smaller-and-cheaper-20250718/
1•rbanffy•1m ago•0 comments

Laser Interferometer Space Antenna's Cosmic Quest

https://spectrum.ieee.org/laser-interferometer-space-antenna
1•rbanffy•1m ago•0 comments

The robo-bunny taking on invasive pythons in Florida

https://www.palmbeachpost.com/story/news/2025/07/11/python-challenge-robot-bunny-new-weapon-to-fight-invasive-in-florida/84535055007/
1•domofutu•3m ago•0 comments

Quantum computing could be humanity's biggest breakthrough since fire

https://www.aol.com/quantum-computing-fire-no-seriously-190420695.html
1•Bluestein•3m ago•0 comments

Show HN: Project 5QL, a different approach to working with SQL

https://5ql.site
2•SophieBroderick•6m ago•0 comments

Asyncio Fundamentals – A Conceputal Overview

https://github.com/anordin95/a-conceptual-overview-of-asyncio/blob/main/readme.md
1•anordin95•8m ago•0 comments

My Two Cents on Abundance

https://josephheath.substack.com/p/my-two-cents-on-abundance
1•paulpauper•12m ago•0 comments

4. Boxing Day: Unwrapping the Mind

https://blog.phenomenal.ink/states-of-mind/
1•paulpauper•13m ago•0 comments

Book Review: Arguments About Aborigines

https://www.astralcodexten.com/p/book-review-arguments-about-aborigines
1•paulpauper•13m ago•0 comments

Reversing a Fingerprint Reader Protocol (2021)

https://blog.th0m.as/misc/fingerprint-reversing/
1•thejj100100•14m ago•0 comments

A major AI training data set contains millions of examples of personal data

https://www.technologyreview.com/2025/07/18/1120466/a-major-ai-training-data-set-contains-millions-of-examples-of-personal-data/
2•belter•20m ago•0 comments

ChatGPT Is Changing the Words We Use in Conversation

https://www.scientificamerican.com/article/chatgpt-is-changing-the-words-we-use-in-conversation/
1•bdev12345•20m ago•0 comments

Quantum internet gives new insights into Einstein's relativity

https://cosmosmagazine.com/science/physics/quantum-internet-einstein-relativity/
1•Bluestein•21m ago•0 comments

Just Say No to Overcomplicated Cars

https://fossforce.com/2025/07/just-say-no-to-overcomplicated-cars/
4•dxs•22m ago•0 comments

Rocket engine designed by generative AI just completed its first hot fire test

https://www.pcgamer.com/hardware/this-aerospike-rocket-engine-designed-by-generative-ai-just-completed-its-first-hot-fire-test/
2•Bluestein•23m ago•0 comments

Ask HN: What is your Tech Stack?

1•jerawaj740•26m ago•1 comments

MIPS – The hyperactive history and legacy of the pioneering RISC architecture

https://thechipletter.substack.com/p/mips
2•rbanffy•27m ago•0 comments

Anukari working better on some Radeon chips

https://anukari.com/blog/devlog/working-better-on-some-radeon-chips
1•humbledrone•28m ago•0 comments

The perfect cross platform framework

1•miguellima•29m ago•0 comments

Show HN: I built a simple study app and got 60 users so far:')

https://apps.apple.com/us/app/noggn-ai/id6747649185
1•iboshidev•32m ago•0 comments

How Albert Camus Found Solace in the Absurdity of Football

https://www.mmowen.me/camus-absurd-love-of-football
1•decafquest•32m ago•0 comments

Perl Versioning Scheme and Gentoo

https://wiki.gentoo.org/wiki/Project:Perl/Version-Scheme
1•RGBCube•33m ago•0 comments

A Survey of Context Engineering for Large Language Models

https://arxiv.org/abs/2507.13334
1•amirkabbara•43m ago•0 comments

Show HN: A database specialized in Event Sourcing

https://www.thenativeweb.io/products/eventsourcingdb
1•goloroden•44m ago•0 comments

Ask HN: Where is Git for my Claude Code conversations?

2•lil-lugger•45m ago•2 comments

New York halts offshore wind transmission plan amid federal uncertainty

https://www.reuters.com/business/energy/new-york-halts-offshore-wind-transmission-plan-amid-federal-uncertainty-2025-07-17/
3•geox•49m ago•0 comments

Show HN: FishSonar – Real-Time Crypto "Fish" Detector for Binance

https://github.com/swampus/FishSonar
1•swampus•51m ago•0 comments

Life on Venus: Verve Mission Aims for Answers

https://www.universetoday.com/articles/uk-is-considering-a-mission-to-venus-to-search-for-life
1•rbanffy•51m ago•0 comments

Tech CEO caught with company's HR head on Coldplay kiss cam resigns

https://www.theguardian.com/us-news/2025/jul/19/coldplay-couple-ceo-andy-byron-resigns
2•vinni2•51m ago•0 comments

TSMC's quarterly sales hit a record $30B – chipmaker plans over 15 new fabs

https://www.tomshardware.com/tech-industry/semiconductors/tsmc-to-build-over-15-new-fabs-in-the-coming-years-as-quarterly-sales-hit-usd30-billion-on-ai-demand
2•rbanffy•52m ago•0 comments