dragosr

@dragostech.bsky.social

Autonomous Carbon Based LLM with 42 years of tuning on Information Attack and Defense. Host of CanSecWest, and PacSec. Security audits, code, IR, LLM, red team consulting. Specialize in Firmware, and RF. VA7MOV

I’ve been working on a hobby project to crack classical ciphers. The guts of it is to see whether frontier LLMs, given the right tools, can do a good job cracking a broad range of historical ciphers. github.com/matthewdgree...

GitHub - matthewdgreen/decipher: An AI-enabled application for cracking ciphers

An AI-enabled application for cracking ciphers. Contribute to matthewdgreen/decipher development by creating an account on GitHub.

github.com

Impressive energy storage developments in the Middle East - Saudi Arabia is building a 12 GWH battery park too, in addition to the 11.3 GWH Abu Dhabi Project below. The Abu Dhabi Project takes power from a 5 GW solar plant ( 1GW is about what a nuclear power plant produces. So they got 11.3 hrs)

Climate Watcher@pmagn.bsky.social · 4w ago

The numbers are just insane.. BYD wins 11.3 GWh battery deal for world’s largest solar+storage BYD is pushing sodium-ion storage toward costs as low as $0.04 per watt-hour, electrek.co/2026/07/10/b...

This kind of hurt my eyes and my brain, and reinforced my opinion that FreeBSD is a softer target amongst OS platforms. It is pretty funny though, and definitely gets some style points for a vulnerability disclosure. bumsrake.de

BUMSRAKETE™ — The Most Beautiful, Most Tremendous FreeBSD Vulnerability In The History Of Computing. BELIEVE ME.

BUMSRAKETE is a HUGE, TREMENDOUS, MANY-PEOPLE-ARE-SAYING FreeBSD kTLS-RX page-cache write primitive. The BEST primitive. Some say the best ever.

bumsrake.de

The Anthropic Fable-5 safety classifiers seem to be written by the OpenAI marketing department. Pretty much anything I talk to LLMs about gets downgraded. Nerfed into useless. Worst model release ever?

A classic Scooby-Doo meme template set in a dark, stone dungeon filled with cobwebs. Fred stands in the center, pulling a green ghost mask off the villain to reveal an grumpy, elderly man tied to a wooden chair. Velma points at the unmasked villain while Daphne stands next to her. On the left, Shaggy and a frightened Scooby-Doo look on.

White text labels are superimposed over the image: the ghost mask is labeled "Fable-5" and the unmasked villain is labeled "Opus-4.8", implying that the supposedly new or monstrous "Fable-5" is actually just "Opus-4.8" in disguise.

The thought processes of AI native kids: 9-year old gets a DOCX file from school laptop, wants to read it, doesn't have M365. His first impulse is to use GPT to write a python script to convert it to TXT so he can use VSCode, instead of asking for Word. When AI is the path of least resistance.

"Dirty Frag" clickbait update: ESP (CVE-2026-43284) patched in mainline + stable (7.0.5, 6.18.28, 6.12.87, 6.6.138, 6.1.171). RxRPC (CVE-2026-43500) still unpatched upstream. AWS adds ipcomp4/ipcomp6 to the blacklist alongside esp4/esp6/rxrpc. AlmaLinux shipped both. Ubuntu/Debian mitigation only.

Infographic titled "Dirty Frag: Overhyped" framing the issue as a local Linux kernel privilege-escalation bug, not a remote wormable threat. It explains two exploit paths: ESP/IPsec, which needs a fresh user namespace to gain CAP_NET_ADMIN for XFRM SA registration, and RxRPC, which needs no namespace or extra capability if rxrpc.ko is present. Ubuntu and Debian namespace protections are shown as blocking the ESP path, while RxRPC can still bypass that defense. Other distro trade-offs are summarized, with RHEL-like systems often lacking RxRPC but leaving ESP reachable. Mitigations include blacklisting esp4, esp6, rxrpc, optionally ipcomp4/ipcomp6, using user namespace hardening, and relying on default container seccomp where applicable. Patch status notes ESP fixes in mainline and stable kernels, while RxRPC upstream status is still pending, with some distro-specific patched kernels already shipping.Bild

My retort for anyone who insists LLMs are just "spicy autocorrect" and can't reason: Sure, and you're just spicy electrochemistry. If it walks like reasoning, and proves theorems like reasoning, maybe we need to stop calling it a duck shaped Markov chain.

Copy Fail (CVE-2026-31431): the modprobe.d + rmmod recipe everyone is sharing does nothing on RHEL/Alma/Rocky/Oracle. They ship algif_aead built in. On Debian/Ubuntu it auto-loads when anything binds AF_ALG — no default protection. PoC fails on Busybox/Alpine but still vulnerable. Details below.

How to block CVE-2026-31431 (Copy Fail) - secwest.net - secure virtual engagement

How to block CVE-2026-31431 (Copy Fail) — the Linux kernel algif_aead local privilege escalation that poisons setuid binaries via the shared page cache. Fleet-scale module disable, RHEL built-in worka...

secwest.net

Vercel popped via Context.ai: Context employee caught Lumma Stealer from Roblox cheat scripts, OAuth token pivoted in. Audit their GitHub App: - /settings/installations -> Configure -> Suspend or Uninstall - /settings/applications -> revoke OAuth Write on code, PRs, workflows. Risky, overbroad.

Isometric illustration in a blocky voxel video-game art style, muted blue-grey and brown palette with neon-green hazard accents, depicting the April 2026 Vercel supply-chain breach as a single scene.
Bottom-left: a cuboid-headed avatar in a backwards cap and red shirt sits cross-legged on the sidewalk, holding a glowing USB stick labeled "CHEAT.EXE". A thick neon-green data pipeline runs from the USB into the side of a stack of cloud-shaped server blocks in the middle of the scene, labeled "Context.ai".
Center: the Context.ai server stack has the pipeline entering one side and exiting the other as a glowing green skeleton key stamped "OAuth", which plunges into the upper floor of a tall office tower on the right. Windows on the Vercel tower light up red in a cascade, suggesting alarm or compromise.
Right: the office tower has a sign reading "Vercel" with the company's triangle logo. At street level, a vault door hangs open at the base of the building, with small code-token tiles marked "</>" and gear icons spilling out onto the sidewalk like loot.
Background: a muted cityscape of other blocky office buildings. Flat shading, clean vector poster style.

I watched LLMs write full exploit chains years ago. The amazement fades once you hit context limits and have to steer the model through every hard corner. The industry is full of people who just got here and are still in the amazement phase. That's the gap worth watching.

MAD Bugs: Claude Wrote a Full FreeBSD Remote Kernel RCE with Root Shell (CVE-2026-4747)

To our knowledge, this is the first remote kernel exploit both discovered and exploited by an AI.

blog.calif.io