Dark Security and Total Chaos
Dr. Chaos is a blog dedicated to adversarial AI, cyber counter intelligence, and offensive security. Articles are written by security professionals and researchers to bring an in-depth, real-world look at emerging threats, techniques, and defenses.
“a blogger, InfoSec specialist, super hero… and all around good guy.”
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Deep dives our editors keep coming back to — start here.
Black Hat and DEF CON land in the same week in Las Vegas every year, and every year one story ends up getting told in the hallways more than the others. Usually it takes a couple of days to sort out…
A balanced cybersecurity review of Moonshot's Kimi K3 and the multi-agent K3 Swarm. Not "is it smart" but the question a red team actually asks: does an open, self-hostable, agentic model make you more effective on an engagement, and what does it give you that Claude and GPT cannot? Data that stays in the room, no vendor holding your engagement hostage, cost at scale, and a swarm that fits the work, weighed honestly against where the closed frontier models still win.
The webshell is the cockroach of offensive security: one line of code, arbitrary command execution, and still everywhere. A deep dive into what webshells are, how attackers plant and use them, how red and blue teams both put them to work, plus a hands-on Docker lab where you build a vulnerable app, drop a shell, use it, and then detect and defend against it three different ways.
AI automation quietly became critical infrastructure that security never signed off on. A deep look at where automation actually is in 2026, the real differences between Zapier, Make, and n8n, when to reach for each, and why every one of them is a beautiful new attack surface: standing credentials, unauthenticated webhooks, shadow automation, and prompt injection into agents that hold tools.
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Fresh drops from the lab — news, exploits, and analysis.
Black Hat and DEF CON land in the same week in Las Vegas every year, and every year one story ends up getting told in the hallways more than the others. Usually it takes a couple of days to sort out…
A balanced cybersecurity review of Moonshot's Kimi K3 and the multi-agent K3 Swarm. Not "is it smart" but the question a red team actually asks: does an open, self-hostable, agentic model make you more effective on an engagement, and what does it give you that Claude and GPT cannot? Data that stays in the room, no vendor holding your engagement hostage, cost at scale, and a swarm that fits the work, weighed honestly against where the closed frontier models still win.
The webshell is the cockroach of offensive security: one line of code, arbitrary command execution, and still everywhere. A deep dive into what webshells are, how attackers plant and use them, how red and blue teams both put them to work, plus a hands-on Docker lab where you build a vulnerable app, drop a shell, use it, and then detect and defend against it three different ways.
AI automation quietly became critical infrastructure that security never signed off on. A deep look at where automation actually is in 2026, the real differences between Zapier, Make, and n8n, when to reach for each, and why every one of them is a beautiful new attack surface: standing credentials, unauthenticated webhooks, shadow automation, and prompt injection into agents that hold tools.
A hands-on Impacket tutorial for beginners: build a lab, then walk Kerberoasting, AS-REP roasting, secretsdump/DCSync, and remote execution end to end — with the red team, blue team, and attacker view of each, plus the exact Windows event IDs that detect them and the controls that stop them.
Build a lab Active Directory domain, collect it with SharpHound, and use BloodHound CE to find the permission chains that lead to Domain Admin — plus how red teams, blue teams, and real attackers each use it, and how to detect and dismantle the paths.
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Three ways in, depending on how deep you want to go.
Breach post-mortems, emerging adversarial AI threats, and what the headlines actually mean for defenders on the ground.
Hands-on labs, tooling walkthroughs, and reproducible attack demos — learn offensive techniques by running them yourself.
Unfiltered takes on where security is heading — machine-speed offense, AI-built malware, and the defenses that might keep up.
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Interviews, war stories, and threat deep dives with security practitioners — straight from the people breaking and defending real systems.
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