dragosr

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

1.7K followers3.7K following1.2K posts

I wonder how long it will take the Cisco lawyers to send a cease and desist letter here. Copied Sourcefire logo too? I was involved in creation of original Snorty the Pig logo, having introduced Marty Roesch to the OpenBSD artist who designed it. Too close to let it ride. github.com/maceip/snort

github.comGitHub - maceip/snort: single-process live event ingestion with real-time grouping and tamper-proof trace lineagesingle-process live event ingestion with real-time grouping and tamper-proof trace lineage - maceip/snort

Anyone worried about, or scared of "machine speed" attacks probably hasn't spent any time babysitting an LLM vulnerability discovery and/or verification pipeline. ;-P

Last week for CanSecWest submissions. Vancouver, Sept 30 / Oct 1. Keynotes: Bruce Schneier and Katie Moussouris. Sergey Bratus on automated micro-patching. Paper announcements coming to the site as we proceed. CFP and registration: secwest.net 🧵

New training: reverse engineering with LLMs and Ghidra from Kara Nance, author of the No Starch Ghidra Book (she's also presenting her optical drone tracking work), plus Erlend Oftedal's two-day workshop on building an agentic vuln discovery pipeline. Registration just opened.

Also seeking one more panelist for "Who Guards the Guardians?" on safety classifiers, guardrails, and their effect on security research. Promises to be interesting. :-) Image prompt: geoposition CanSecWest 2026 from Vancouver building profile extrapolation, wire-mesh from overlaid targeting reticle

dragosr reposted

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

dragosr reposted

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

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

bumsrake.deBUMSRAKETE™ — 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.

<obiwan> It's over, petrofuel industry.... Solar has the high ground. </obiwan>

Rob@robertferry.bsky.social

It's not just daytime solar anymore. Solar around the clock (stored in batteries for later dispatch) is now on par with gas power on a per unit basis. Chris Wright can't even blame variability or grandstand about the wind dying or sun setting anymore. Solar is cheapest almost any way you measure it.

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?

dragosr reposted

When you leave all the mitigations on, crank up the inference settings to maximum, and run the exploit benchmark to see how close the PoCs can get.

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.

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Fix: Starlette 1.0.1. Rebuild every container and bundled artifact. Durable code fix: use request.scope["path"], not request.url.path, for any security decision. Footnote: vendor pushed ~4 months; patch + disclosure landed same day, with downspin. Assume zero exploit dev lead time. 6/6

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Exploit primitive: one character. curl -H 'Host: foo' /admin → 403 curl -H 'Host: foo?' /admin → 200 Patch shipped quietly as CVSS 6.5 Moderate; discoverers rate it critical. X41 chains reach auth bypass, SSRF, and RCE in downstream projects. 3/6

Why AI infra is disproportionately exposed: FastAPI stacks are routinely deployed direct-to-uvicorn on lab subnets and workstations. No proxy frontend, no incidental mitigation. The exposed endpoints are the high-value ones: admin, key issuance, model load, tool execution. 4/6

The bug: Starlette rebuilds request.url by string-concatenating the Host header and re-parsing. No RFC validation. A ? or / in Host shifts the path boundary. Router dispatches the real wire path. Middleware sees the poisoned one. Auth gate bypassed. Huge problem for most AI/LLM stacks. 2/6

dragosr reposted

I don't think the authors of this bill have really thought of the implications of not having Signal in Canada. Contact your MP today, before they neuter Canadian technology, and cripple our security.

David TS Fraser@privacylawyer.ca

I have little doubt that privacy-first Canadian companies like Windscribe will withdraw from the Canadian market if C-22 passes. Others will will neuter their products, harming our collective privacy and cybersecurity. www.theglobeandmail.com/politics/art...

"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.

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.

secwest.netHow to block CVE-2026-31431 (Copy Fail) - secwest.net - secure virtual engagementHow 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...

The mitigation is pretty easy, you should do it now and reboot: # echo "install algif_aead /bin/false" > /etc/modprobe.d/disable-algif.conf # rmmod algif_aead

Doesn't work on Alpine as coded or anything busybox derived (needs different ELF payload, which isn't that hard). Docker seccomp blocks that socket family. But it is a cogent example of container security boundary weaknesses.

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.

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.

blog.calif.ioMAD 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.

MDSec shows how to patch Dell UEFI firmware offline to disable pre-boot DMA protection while the BIOS UI still shows it enabled. TPM PCRs don't catch the NVRAM change, so BitLocker boots fine. Patch survives official BIOS updates. Then PCILeech gets you SYSTEM. Measured boot gap worth studying.

mdsec.co.ukDisabling Security Features in a Locked BIOS - MDSecOverview This post explores how modifying a Dell UEFI firmware image at the flash level can fundamentally undermine platform security without leaving visible traces in the firmware interface. By direc...

Google's TurboQuant compresses KV cache to 3 bits with no accuracy loss — 6x memory reduction, 8x attention speedup on H100. No official code yet but llama.cpp and MLX integration is underway. Good technical breakdown with pseudocode here: turboquant.net

turboquant.netTurboQuant - Extreme Compression for AI EfficiencyTurboQuant is a new online vector quantization algorithm that compresses KV cache to 3 bits with zero accuracy loss, cutting memory by 6x and speeding attention up by 8x.