Quarkslab

quarkslab.bsky.social

13 August 2026 17:51

Doing Machine Learning on binary code? We've just open-sourced pcode_graph, a Python library that extracts semantic graphs from binaries to make training Graph Neural Networks easier. Samuel Hangouët introduces it here: blog.quarkslab.com/from-p-code-... #GNN #ML #Python #OpenSource

Zion Leonahenahe Basque

mahal0z.bsky.social

29 July 2026 19:07

8/ In fact, I don't believe this decompiler replaces highly modifiable decompilers like angr. I still plan on doing algorithm POCing in angr, because it's just so good for that. Kuna is, instead, a way to experiment with how far agents can take high-level algorithms.

Zion Leonahenahe Basque

mahal0z.bsky.social

29 July 2026 19:07

6/ This process also works for discovering novel places where all decompilers fail! In fact, a bug with non-returning functions was fixed in Kuna that is still broken in some decompilers. This was found by using the foundational metrics in DecBench that may pinpoint larger bugs.

Zion Leonahenahe Basque

mahal0z.bsky.social

29 July 2026 19:07

I'd like to introduce Kuna, a new Rust-based decompiler that explores a highly experimental direction: self-refining decompiler development and usage. Or: a decompiler constantly improved by agents, made for agents. Kuna rivals the best in structuring now. Let's talk about it.1/

raptor

raptor.infosec.exchange.ap.brid.gy

15 July 2026 11:16

RE: https://infosec.exchange/@hnsec/116923239649243702 My #Semgrep C/C++ ruleset is ready for prime time again! Grab it before our new robot overlords take over the field of #VulnerabilityResearch entirely 🤖