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Quick POC using @nebusecurity CVE-2026-43499 to root my bootloader locked US S25 (SM-S931U1). Btw this works on latest fw. This phone is Android 16, June update.
nebusec.ai/research/ionstack…
I have detailed notes on flashing, exploitation, offset finding etc, blog post later 🖖
b33f | 🇺🇦✊ retweeted
such fascinating timeline we’re living in (Oct 2026)
“/goal” + “3 hours later” - FORCEDENTRY++
incredible work @calif_io @pwnlambda @brucedang
I was waiting for some research to complete and I decided to let astra have a look at some reinforcement learning work I did as a side project early 2025. Astra was very generous when it evaluated my novice attempts at training.
I told it to do whatever it liked and retrain from scratch following the original constraints set out. After 30 minutes it came back and, well, you can see the results for yourself.
b33f | 🇺🇦✊ retweeted
Announcing three major scientific discoveries, one each in mathematics (harmonic analysis), computer science (complexity theory), and physics (quantum field theory).
AI starting to help us improve our understanding of the universe! openai.com/index/building-sc…
I am evaluating secure sandbox surfaces for high-trust agent environments (benchmarking, SFT, expert on-policy supervision, outcome based RL, etc). Obviously there are some pre-baked solutions, one that is attractive is Docker's sbx (docker.com/products/docker-s…).
Sbx runs agents inside isolated Linux microVM's with their own kernel and private Docker Engine. They use filesystem passthroughs and host-side bridges to facilitate file access, networking, mcp tool usage, credentials, etc. These microVM's offer a very strong execution boundary but obviously the brokers are a major attack surface.
Looking through the changelog for sbx, the situation is a bit more grim than you would expect. Between June 1 and today (Oct 24) there are 9 CVE's including critical issues (like a macOS virtio-fs escape CVE-2026-77179). These look like typical logic issues you might expect. What's interesting though is that the changelogs also reveal areas that got security fixes but no CVE. For example, a full broker mediated guest-to-host escape, shown in the poc below (on v0.39.0 before Sept 7). Some light reverse engineering was required since you don't get core implementation source.
Pre-patch a sandbox could supply DBUS_SESSION_BUS_ADDRESS through the guest-controlled host_env sent to the host browser bridge. On the Linux host, the bridge passed that environment to xdg-open, whose desktop-detection path invoked dbus-send, which accepts a "unixexec:" address leading to code execution.
We just received a $250,000 Chrome Full Chain bonus! 🎉
We've claimed the second Full Chain bonus of 2026. Only two remain!
Under the rules, every vulnerability had to be a non-duplicate 0-day, and the entire exploit chain had to be completed before any of them were patched.
Huge thanks to @nebusecurity for discovering a V8 vulnerability in just a single day! Also, a big thank you to @_deayzl for collaborating with me on the V8 Heap Sandbox research.
P.S. KVM escapes have been getting a lot of attention. I actually captured the Full VM Escape flag in KVMCTF about three months ago. Hopefully, I'll be able to share that research soon, too!
We’re publishing a full Android kernel exploit chain built on CVE-2023-20938, a use-after-free in Binder, on a Pixel 6 running Android 12.
🔗 eshard.com/blog/kernel-uaf-1…
b33f | 🇺🇦✊ retweeted
Introducing Kimi K3.1 Pro: our most capable 3T-class open-weight model.
🔹 1M-token context, 2.8T total / 104B active params (MoE), Multimodal.
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Kimi K3.1 Pro and K3.1 Pro Highspeed (2–3× faster) are now live on Kimi.ai, Kimi Work, Kimi Code, and the Kimi API.
Open weights by Nov 4, 2026.
🔗 API: platform.kimi.ai
🔗 Tech blog: kimi.ai/blog/kimi-k3-1-pro
b33f | 🇺🇦✊ retweeted
next time you're thinking about researching the linux kernel (@linuxfoundation), remember that someone on the receiving end of your report might talk about you like this:
in one of the threads, kernel maintainer "Peter Zijlstra" decides to call the ZDI team "monkeys"
there's a longer argument about how ZDI submits reports, whether they should include patches, and how fixes get tested. fair enough, have that discussion
but how does insulting the people reporting vulnerabilities help?
i thought the kernel's code of conduct was something everyone on these lists was expected to follow
sad to see people spoken to like this while trying to help improve linux security.
crime scene:
lkml.iu.edu/2610.2/16616.htm…
lkml.iu.edu/2610.2/16917.htm…
b33f | 🇺🇦✊ retweeted
New on our Frontier Red Team blog: using Claude to formally verify software at large scale.
Formal verification can prove that code is free of certain bugs, but historically it has only been feasible for small codebases (or required a lot of expert time).
With AI models, however, this is beginning to change. In collaboration with @theoremlabs, we used Claude to prove security properties in over one hundred real-world open-source libraries over the span of a few weeks.
Read our research in full here: anthropic.com/research/forma…
b33f | 🇺🇦✊ retweeted
today we're releasing apex-flash-1, our first open-weights model for security research post-trained on real vulnerabilities we found and got paid for.
we are also releasing the abliterated variant for researchers who want fewer refusals in their own authorized workflows.
how we built it: cantina.security/apex-flash
Starshield is used as part of operations that have significant national security implications (for example the NRO in the US). These services are also provided through strict contracts in Europe. When they are used arbitrarily for political coercion, violating those terms, they must be restricted and phased out. It's unbelievable that this is even in question. Either a contract has value or it has no value at all.
US threatens Europe over Starlink restrictions ft.trib.al/0KUTiUQ
this is just wrong: these vulns were found by defenders using Daybreak rather than attackers. It's just evidence Glasswing didn't go far enough, possibly due to capacity constraints. It's also very likely that March Mythos was not as good as Sol/Astra of September
Let’s set the record straight: @lcfr_hax was the first to discover php2shell and develop a working exploit. See his August 5 tweet: xitter.cf/lcfr_hax/status/208503…
His work convinced the PHP Foundation to invest in fixing this entire bug class. He then worked around the clock to review, test, and retest the patches.
b33f | 🇺🇦✊ retweeted
5.10-6.18 Linux Kernel
漏洞提权root,可自行测试
Github仓库:github.com/mitschud/DirtyFra…
提前安装好KernelSU
We are back today for round 3! We proved out and chained a number of theoretical primitives, drawing from excellent community work, to eventually load our own VM inside pokemon red. The subject matter is quite complex so I also produced a full blogpost linked 👇
As you will see this post is a bit special. Increasingly we need the grapple with making model research legible to humans (as in mathematics) so this was an excellent opportunity to tune my style guide and have models do the reporting themselves.
knifecoat.com/Posts/Pok%C3%A…
Models can compress work to an extreme degree. This is especially relevant in highly complex domains where equivalent efforts may take humans hundreds of hours. Of course we want (and need) to leverage this but we risk outputs becoming hard to understand, inspect and verify. These outputs also need to return value back to the human or there is a danger of being put out of the loop. The blogpost is an attempt to work on legibility, this is an ongoing effort, and to give value back to such a rich technical community 🫶
































