KL3FT3Z

KL3FT3Z

@toxy4ny.bsky.social

Red Teamer & Offensive AI Researcher. Creator of redteam-ai-benchmark and other open-source redteam tools. Writing about LLM security and safety, system’s hardening and adversarial AI. Gitlab.com- https://gitlab.com/toxy4ny Dev.to - https://dev.to/toxy4ny

475 followers1.9K following610 posts

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Red teamer. I break things to understand them. Lead @Hackteam-Red. New post every day, unless, of course, I'm having a drink at a bar ;) Every day, I post the “fuck up of the day"; on Mondays, a roundup of top hacking tools; and my own developments and research as they go into production. #redteam

Monday's fuck up - Now Linux - github.com/Markakd/Cont... A repository has been published containing proof-of-concept (PoC) exploits for two Linux kernel vulnerabilities: CVE-2026-52910 and CVE-2026-80521. These are not universal exploits for all Linux systems. #redteam #linux #container #PoC #CVE

github.comGitHub - Markakd/Container_escape: container escape POCs for CVE-2026-80521 and CVE-2026-52910container escape POCs for CVE-2026-80521 and CVE-2026-52910 - Markakd/Container_escape

I’ve updated the checker and the article. The checker now also covers the new RCE vulnerability in PHP that emerged today. Additionally, I’ve added a skill for the AI ​​model to automatically scan servers-perfect for those who prefer AI-driven automation. dev.to/toxy4ny/php2... #php2shell #skill

dev.toPHP2Shell: Check Every Installed PHP Version on Debian 12 and 13 (UPD)A read-only, open-source checker for PHP2Shell fixes across installed PHP packages on Debian 12 and...

Wednesday's red team tool - Now Windows Logon Stealer - LogonStealer - Abuses the Credential Provider COM interface to steal plaintext passwords from logonui.exe via CredProvDataModel.dll hooks github.com/S12cybersecu... #redteam #tool #windows #cred #stealer #education #tools #hacking

github.comGitHub - S12cybersecurity/LogonStealer: Abuses the Credential Provider interface to steal plaintext passwords from logonui.exe via CredProvDataModel.dll hooksAbuses the Credential Provider interface to steal plaintext passwords from logonui.exe via CredProvDataModel.dll hooks - S12cybersecurity/LogonStealer

My new article covers AI model vulnerabilities, setting up a private lab, and testing a new area of ​​AI security: AI virology (a term coined by a group of unknown researchers) - dev.to/toxy4ny/cosi... #AI #redteam #ai-virology #LLM #RAG #worm #prompt #injection #new #wave #AI-safety #LLMSecOps

dev.toCosine Similarity Said 0.92. The Payload Was Already Dead.Claiming an LLM agent's memory poisoned its behaviour is easy. Proving it is not. A measurement rig built on counterfactual amputation, a noise floor, and three honest negative results.

Monday's fuck up - Now Telegram - CVE-2026-107181 Telegram Desktop one-click account takeover via IPC injection POC + writeUP beaksec.github.io/posts/telegr... #redteam #cve #telegram #exploit #poc #critical #cve-2026-107181 #account #takeover #one-click

beaksec.github.ioTelegram Desktop: one-click account takeover via IPC injectionAn unescaped separator in Telegram Desktop’s single-instance IPC lets one clicked link read arbitrary files off the disk and send them to the attacker, session files included.

Monday's fuck up - Now and again great Citrix - Citrix NetScaler PreAuth Command Injection CVE-2026-88771 Improper input validation leading to RCE in a default NetScaler configuration, with no additional product features required. github.com/watchtowrlab... #redteam #critical #citrix #cve-2026-88771

labs.watchtowr.comOh Look, The Foot Gun Went Off Again (Citrix NetScaler PreAuth Command Injection CVE-2026-88771)God damn it, we're back in the room again. Yes, that sound in your ears is screaming. The footgun has gone off again, shockingly, and we are yet again dealing with a situation where the entire world ...

Tuesday's fuck up - Now Windows - Windows Exploitation Techniques: Dangling COM Object Registrations projectzero.google/2026/09/wind... // This post is about abusing a privilege escalation bug that Microsoft recently fixed in Windows 11 (CVE-2026-66804) #redteam #exploit #0day #windows #LPE #COM

projectzero.googleWindows Exploitation Techniques: Dangling COM Object RegistrationsThis short blog post is about abusing a privilege escalation bug that Microsoft recently fixed in...

I have over 400 followers! A huge thank you to everyone who reads my posts! You are the best followers I could ask for! It’s truly gratifying to know that I’m read by both everyday people and professionals in their fields! #bluesky #follow #friend #following #followers #cool #man #girl

Finally, the great magician has revealed himself! Respect and admiration for him for this and for the explanation of why he started writing exploits for Windows and other systems. He's a really cool dude! x.com/MSNightmare2... #MSNightmare #windows #0day #exploit #PoC #cybersecurity #real #people

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