Super proud of the FuTURES³ Lab and everything we accomplished in 2025, and excited for what’s ahead in 2026! Check out our work at https://t.co/cFqKsnFC79. 😃
haha, so apparently OpenAI are about to start training on your Daybreak Blue sessions, with no way to opt out.
Literally stealing people's private work, as they do it, is cartoonishly evil.
It also will presumably kill Daybreak usage by security researchers. Or at least, it should. The thing OAI have had to swear they are not doing to math researchers, they are now explicitly about to start doing to security researchers.
Yet another reminder of the importance of open models.
@pr0me Neat! I'm curious though about whether recall of training-set code had any influence here (related discussion on this: https://t.co/QCHvgxFmWx).
En route to Montreal 🇨🇦 @FSEconf!
On Wednesday, FuTURES³ Lab researchers @yeaseen_, @yangzaocn, and @gabe_sherman6 will present their three papers on invariant-guided binary fuzzing, LLM-driven transpiler testing, and Python auto-harnessing.
Papers/code: https://t.co/cFqKsnF4hB
Love Python but loathe its libraries' bugs?
This Wednesday at @FSEconf, I’ll be presenting my latest work in collaboration with @snagycs, "SnakeCharmer: Automatic Fuzzing Harness Generation for Pure and Hybrid Python Libraries"!
Dyn Taintflow Analysis (DTA) - one of the main components of VUzzer (NDSS 2017) - finally got the re-engineering I'd been postponing for years.
Several ideas had been stuck in my notebook ever since. 1/n
@keviv9 I've learned that successes and failures come in waves. Cast a wide net, keep doing what you're doing, and eventually some great wins will come your way!
The fuzzer that found https://t.co/Y5DOo7QGHE (and a number of issues prior to that as well) is now open-source: https://t.co/zCdbHCpJ4z
It uses pkeys, trap-handling and single-stepping to intercept and mutate in-sandbox reads (see trap-fuzzer.h). Definitely had fun writing it!
I have a job opening on my team. If you're interested in incident response & software security across a wide range of industries (Laptops, Auto, Mobile, Datacenter) while working with very talented people please apply. DMs are open for questions*.
https://t.co/a7qmDyaZIO
Awesome to see @yeaseen_'s work on transpiler testing recognized by the Go2Hx dev community! https://t.co/bmd1sS6BDl 😁
Interested in improving transpilers? Check out our fuzzer TeTRIS!
Paper: https://t.co/HTj20ZfktB
Slides: https://t.co/ETxJappEt7
Code: https://t.co/PrPGCCo4he