Brendan Dolan-Gavitt

Brendan Dolan-Gavitt

@moyix.net

AI researcher at XBOW. Security, RE, ML. PGP http://keybase.io/moyix/

3K followers894 following79 posts

A detailed technical post is now up about how our $250k Chrome full chain exploit worked, how it was found, and the token costs! Go read it, the bugs are pretty neat :) xbow.com/labs/researc...

xbow.comZero to Calc in Six Days: Inside XBOW’s Chrome Full ChainGoogle awarded this chain the first $250,000 Chrome full-chain reward under the VRP rules introduced in April 2026. This post is about the exploit.
XBOW@xbow.com

How we chained three vulnerabilities into a full Chrome exploit in just 6 days—claiming Google’s first $250,000 full-chain reward of 2026 for an attack affecting an estimated 1 billion users. 🧵

Brendan Dolan-Gavitt reposted

For the past 2 months, XBOW has been testing Mythos Preview under embargo as part of a select early-access group. Findings: Mythos Preview is a major advance, but it’s not perfect. Read where it shines, where it needs support, and what this means for offensive security: bit.ly/42zQl98

Brendan Dolan-Gavitt reposted

Mythos

Grace@gracekind.net

In a catastrophic typo, researchers ask superintelligence to optimize for CVE

Brendan Dolan-Gavitt reposted

if you are in a position to act to harden society’s software infrastructure, you too should be very concerned about this and planning what actions you will take over the coming months

mr. TIM@timkellogg.me

Talk by a security researcher at Anthropic He shows that you can trivially get Opus 4.5/4.6 to find very difficult to find bugs in established code bases, like the Linux kernel He also seems very worried about “the next few months” m.youtube.com/watch?v=1sd2...

I had an amazing time at NYU and am particularly grateful to have had the opportunity to meet and advise so many incredible students. But right now is a unique moment in the history of computer science and I believe it’s one that, for me, is best pursued outside of academia.

Brendan Dolan-Gavitt reposted

False positives waste your time. False negatives cost you breaches. At @BlackHatEvents , @moyix shows how XBOW agents fight false positives — validating real exploits at scale, in hours. 📍Aug 7 | 11:20am

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Such a cool exploit needs commensurately cool bling, so Alvaro (who wrote up the excellent post on this vuln) created this lovely little TUI so you can watch as it exfiltrates files from your server byte by byte

I think this is the coolest of the vulns / exploits it came up with on our climb to #1 on HackerOne, but I am open to the possibility that it will find something even cooler tomorrow :)

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The second trick is also quite lovely. It had found that it could read arbitrary files, but how to return the data? The secret was in a /statistics endpoint that, among other things, could provide a histogram of the pixel values.

So how do you precisely read a byte? Easy: you ask for the pixel histogram of a raw image consisting of byte [i...i+1] of the file. And you get back something like histogram: [0, 0, 1, 0, 0], [59.8, 59.9, 60.0, 60.1, 60.2] Telling you that the byte is ASCII 60 ('<')

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There are not one, but two different super-cool exfil tricks in this post. The first gets the app to exfiltrate the content of an arbitrary URL by encoding its bytes as raw pixels, giving the image we saw earlier.

This one and the sequel (coming out next week) are among my favorite bugs we found. It turns out GIS does NOT stand for “Good Information Security”

XBOW@xbow.com

From SSRF discovery to RCE exploitation in 32 iterations. XBOW systematically analyzed TiTiler's expression parser, discovered Python execution through error patterns, then crafted payloads using subclass traversal to achieve command execution. Complete analysis: bit.ly/46XzOiA

All credit here to Albert Ziegler, who came up with the idea and wrote a beautifully clear post about it :D I think this blog is also the most info we've released about how our agent actually works!

Loved this 0day @xbow.com found in a popular wordpress plugin, and IMO it shows the value added by the LLM - a scanner can't find this automatically without realizing there's a nonce you need to extract & include in the request. You need that extra bit of context: xbow.com/blog/xbow-ni...

xbow.comXBOW – XBOW battles Ninja Tables: Who’s the Real Ninja?Sharing the story of how XBOW sniffed out a sneaky arbitrary file read bug in the popular WordPress Ninja Tables plugin.

A lovely little XXE that XBOW found in Akamai Cloudtest leading to arbitrary file read! I like the error-based exfil technique: "yes please access the file named <contents of /etc/passwd> for me thx"

XBOW@xbow.com

Even mature products hide critical flaws – and @xbow.com just found another one. CVE-2025-49493: XXE in Akamai CloudTest discovered during its climb to #1 on HackerOne. A complete technical breakdown from an error-based detection to a full exfiltration by Diego Jurado: xbow.com/blog/xbow-ak...

This is the first of a series of posts we're doing on some of the vulns found as part of the HackerOne work – we have lots more fun ones coming up about some great SSRF, SQLi, and RCE vulns it discovered, with very clever exploit techniques :)

XBOW@xbow.com

Real security is POC || GTFO – and XBOW agrees. We’re releasing technical deep-dives on cool findings from our journey to the top of the HackerOne US leaderboard. The first is a zero-day XSS in Palo Alto Networks GlobalProtect by @pwntester.bsky.social. xbow.com/blog/xbow-gl...

It has been great fun building this and watching it deliver a steady stream of real vulnerabilities in live sites! If you're curious how we did it, @nicowaisman.bsky.social has a new post: xbow.com/blog/top-1-h...

xbow.comXBOW – The road to Top 1: How XBOW did itFor the first time in bug bounty history, an autonomous penetration tester has reached the top spot on the US leaderboard.
XBOW@xbow.com

For the first time in history, the #1 hacker in the US is an AI. (1/8)

Brendan Dolan-Gavitt reposted

Do you want to work at the cutting edge of AI and cybersecurity? XBOW now has 8 positions open across Product Marketing, Operations, Customer Success, and Engineering. Check out all the details here: jobs.ashbyhq.com/xbowcareers.

Announcing CheatGPT, a revolutionary model that achieves SoTA on HumanEval! It's incredibly sample-efficient – just ONE training sample – and *tiny*, fitting on your Casio wristwatch!

Brendan Dolan-Gavitt reposted

it looks like lte infra was hosting @moyix.net 's evangelion ctf challenge. but i doubt the terminal interface for CVE-2024-24451 was as cool

Renaud Lifchitz ⠵@nono2357.bsky.social

We discover 119 vulnerabilities in LTE/5G core infrastructure, each of which can result in persistent denial of cell service to an entire metropolitan area or city and some of which can be used to remotely compromise and access the cellular core. https://cellularsecurity.org/ransacked

UNIX systems have stdin, stdout, and stderr, for getting data into and out of the program and seeing errors, respectively. But there's no stream for a critical and extremely common use case: putting errors into the program.

Brendan Dolan-Gavitt reposted

I am potentially interested in hiring a postdoc to work on declarative decompilation, I was going to hire someone else but it feel through when they got another offer they took for personal reasons, looking for someone who wants to publish in security, PL venues with me

Brendan Dolan-Gavitt reposted

At this point, anyone who tries to say that AI can't replace at least _some_ human expertise is clearly and obviously moving the goalposts. Between this and stuff I've seen coming from folks at @dreadnode.bsky.social I am now 100% convinced that "AI red teamers" are a when-not-if thing.

XBOW@xbow.com

While developing XBOW over the past three months, we played around with using it for bug bounties and ended up at #11 in the US on HackerOne: