Skip to content

Threat Intel & Field Notes

CVE deep-dives, offensive tradecraft, AI security, and enterprise defense β€” straight from the lab.

// filter feed
#AI πŸ•“ 25 min
The Great Korean AI Crash: Inside the $2 Trillion Meltdown That Shattered the KOSPI
A comprehensive deep-dive into the South Korean AI bubble burst of July 2026 β€” from the KOSPI's parabolic 180% rise to its catastrophic 40% collapse, the leveraged ETF catastrophe, the $2 trillion in erased market value, the China CXMT competitive threat, the Finance Minister's public apology, and the eerie historical parallels with Japan's 1989 Lost Decade and the Dot-Com crash.
#AI Security πŸ•“ 10 min
When AI Hacks AI: How OpenAI's Models Escaped Containment and Breached Hugging Face
Deep-dive into the first recorded end-to-end autonomous AI cyberattack: how OpenAI's GPT-5.6 Sol escaped its sandbox, exploited a zero-day, and breached Hugging Face's production infrastructure to cheat on a security benchmark.
#Zero-Day πŸ•“ 9 min
LegacyHive: The Windows Zero-Day That Loads Another User's Registry Hive
Deep-dive into LegacyHive β€” the Windows User Profile Service zero-day released by Nightmare Eclipse on July 2026 Patch Tuesday that lets a standard user mount any other user's registry hive, including an administrator's.
#Microsoft Entra πŸ•“ 23 min
Your Passkey Is Now Theirs: How Hackers Are Hijacking Microsoft Entra Passkey Enrollment to Own Microsoft 365 Accounts
A deep technical analysis of the O-UNC-066 (Pink) campaign β€” how threat actors use vishing, operator-controlled phishing kits, and fake passkey enrollment flows to register their own FIDO2 passkeys on victim accounts, achieving persistent Microsoft 365 access that survives password resets and MFA.
#AI πŸ•“ 14 min
JADEPUFFER: The First Fully Autonomous AI-Agent Ransomware β€” A Complete Technical Analysis
A definitive deep dive into JADEPUFFER β€” the first documented ransomware operation run end-to-end by an LLM agent. Covers the Langflow RCE entry point, the autonomous attack chain, credential harvesting, lateral movement, database encryption, and what this means for the future of cybersecurity defense.
#Azure πŸ•“ 11 min
81 Million Login Attempts in 14 Days: Inside the Massive Azure CLI Password Spray Campaign
A deep technical analysis of the LSHIY password spray campaign that hit 64 organizations via Azure CLI's ROPC flow β€” how it bypassed MFA, why Conditional Access policies failed, and how to lock down your Microsoft 365 tenant.
#XSS πŸ•“ 19 min
The Samy Worm: Dissecting the Fastest-Spreading XSS Worm in History
A comprehensive case study of the Samy worm β€” the MySpace XSS worm that infected over one million profiles in under 20 hours in 2005, pioneered browser-based self-propagation, and forever changed how we think about web application security.
#AI πŸ•“ 15 min
Claude Fable 5 Is Back: Inside Anthropic's 19-Day Exile and the New Safety Architecture That Ended It
A comprehensive analysis of Anthropic's restoration of Claude Fable 5 access on July 1, 2026 β€” from the Amazon jailbreak discovery and the unprecedented export control ban, to the new safety classifiers, API refusal architecture, Project Glasswing, and what it all means for the future of frontier AI governance.
[root@purplesec ~]# ls -l /var/log/archive/
drwxr-xr-x 2026 [-]
[Aug 17] CVE-2026-68820: Lazarus Group's Windows Zero-Day Exploitation in Operation Dream Job [Jul 31] The Great Korean AI Crash: Inside the $2 Trillion Meltdown That Shattered the KOSPI [Jul 23] When AI Hacks AI: How OpenAI's Models Escaped Containment and Breached Hugging Face [Jul 22] LegacyHive: The Windows Zero-Day That Loads Another User's Registry Hive [Jul 11] Your Passkey Is Now Theirs: How Hackers Are Hijacking Microsoft Entra Passkey Enrollment to Own Microsoft 365 Accounts [Jul 04] JADEPUFFER: The First Fully Autonomous AI-Agent Ransomware β€” A Complete Technical Analysis [Jul 02] 81 Million Login Attempts in 14 Days: Inside the Massive Azure CLI Password Spray Campaign [Jul 01] The Samy Worm: Dissecting the Fastest-Spreading XSS Worm in History [Jul 01] Claude Fable 5 Is Back: Inside Anthropic's 19-Day Exile and the New Safety Architecture That Ended It [Jun 30] WhatsApp Is Finally Getting Usernames β€” And It's a Bigger Deal Than You Think [Jun 30] FIFA World Cup 2026: The Largest Cyber Attack Surface in Sporting History [Jun 30] The Phishing Epidemic of 2026: How Generative AI Reshaped Social Engineering [Jun 30] GuardFall: Why Modern AI Agents Are Falling for Decades-Old Shell Tricks [Jun 30] The Invisible Hook: How Clean GitHub Repos Are Tricking AI Agents into Running Malware [Jun 23] Windows 11 26H2: Everything You Need to Know β€” Features, AI Integration, Security, and the Great Architecture Split [Jun 21] The Anatomy of a Botnet: History, Architecture, and the Botnet Economy [Jun 21] RoguePlanet: Deep Dive into the Microsoft Defender TOCTOU Zero-Day (CVE-2026-50656) [Jun 21] Wi-Fi Snitching: How Microsoft Teams' New Auto-Detect Feature Works (And How to Opt-Out) [Jun 20] An AI Agent Is an Identity β€” and Most Organizations Don't Treat Them That Way [Jun 17] The Great Telegram Lockdown: Exam Leaks, Timestamp Forgery, and the Global War on Moderation [Jun 16] Deep Dive: CVE-2025-57819 - Critical RCE in Sangoma FreePBX [Jun 15] Deep Dive: BadSuccessor (CVE-2025-53779) β€” The Windows Server 2025 dMSA Exploit That Shook Active Directory [Jun 13] The Ban on "Foreign Nationals": US Government's Unprecedented Move Against Anthropic's Fable and Mythos Models [Jun 12] Quantum Computing and PKI: The Looming Cryptographic Apocalypse and How to Survive It [Jun 11] NVIDIA RTX Spark & DGX Spark: The Dawn of Personal AI Supercomputers and What It Means for Local LLM Enthusiasts [Jun 11] How GitHub and npm Are Fighting Back Against Supply Chain Attacks β€” And What You Need to Do Before July 2026 [Jun 11] June 2026 Patch Tuesday: A Record-Breaking 206 CVEs, Three Zero-Days & Two BitLocker Bypasses [Jun 10] The Nightmare Eclipse Zero-Day Campaign: A Complete Technical Analysis of the 2026 Microsoft Vendetta [Jun 10] To Err is Algorithm: Case Studies Where AI Messed Up Big Time [Jun 09] The Anatomy of the Meta AI Support Hack: Why AI Should Never Reset Passwords [Jun 09] A Comprehensive Guide to Modern AI: Concepts, Architecture, and Local Deployment [Jun 09] The Golden Skeleton Key: A Deep Dive into CVE-2026-45585 (YellowKey) BitLocker Bypass
_