Why I believe in SOTA models over custom ones
I’ve never been a big believer in training custom models. I’ve also never believed in fine-tuning. Going all the way back to 2023, my intuition…
Category: Mix
COILED SPRINGS AND JELL-O | Daniel Miessler
I think I just figured out why things might be so bad in the United States and maybe elsewhere as well. And it really runs…
Ramblings and a Tool · Joseph Thacker
A few weeks ago I wrote about how AI is going to impact bug bounty. That post was mostly predictions. This one is about what’s…
Getting a Shell on the Tapo C260 Camera (CVE-2026-0651, CVE-2026-0652, CVE-2026-0653)
As shared in my previous blogpost, I reverse-engineered the TP-Link Tapo C260 camera for the SPIRITCYBER IoT hardware hacking contest. Despite being one of the…
February 2026 Product Notes: New Test Catalogue & API Scanning experience
Security is often a game of “you don’t know what you don’t know.” At Detectify, we focus on removing that uncertainty. Whether it’s reaching 922…
Intigriti launches new global Hacker Ambassador Program
What the Intigriti Ambassador Program is and how it works. What are the key benefits and rewards of participation? Who should apply and why it…
![[tl;dr sec] #317 - 100+ Kernel Bugs in 30 Days, Secret Scanning, Threat Actors Stealing Your PoC](https://image.cybernoz.com/wp-content/uploads/2026/02/tldr-sec-317-100-Kernel-Bugs-in-30-Days.png)
[tl;dr sec] #318 – Unprompted Talk Summaries, AI Bot Hacking GitHub Actions, AI Skills & Semgrep Rules
[un]prompted This week I had a blast at [un]prompted, the AI for security practitioners conference. Gadi Evron assembled an incredible program committee that I was…
[tl;dr sec] #317 – 100+ Kernel Bugs in 30 Days, Secret Scanning, Threat Actors Stealing Your PoC
The Mines of More-Agree-Ah Once more I’m writing alone in my room at a Semgrep off-site, crackling fires and s’mores outside. So I’ll be brief…
From curiosity to critical bugs. Interview with Marc-Oliver Munz
Security is built by people. At Intigriti, we don’t just help organizations stay secure; we shine a light on the ethical hackers making a difference. Through our Hacker Spotlight series, we…
From curiosity to critical bugs. Interview with Marc-Oliver Munz
Security is built by people. At Intigriti, we don’t just help organizations stay secure; we shine a light on the ethical hackers making a difference. Through our Hacker Spotlight series, we…
Introducing Protocol Discovery to stop guessing what’s behind your open ports
Most tools will just tell you that a port is open. We’ve decided that’s not enough. TLDR: We’ve launched Protocol Discovery, a custom-built engine designed…
AI’s Impact on Software and Bug Bounty · Joseph Thacker
I have a lot of thoughts on how AI will affect things, including bug bounty. And most of it is speculation, of course, but I…