The AI model refuses your request. You try rephrasing it — still refuses. You try a roleplay framing — still refuses. Then you try something different: you include 256 examples of the model apparently answering similar requests, stacked up in the prompt before your actual question. Now the bypass rate is over 60%. That's many-shot jailbreaking — and it exploits one of the features that makes modern AI models genuinely useful: in-context learning. The same capability that allows an LLM…
Wednesday, April 29, 2026
Scheduled Tasks & Cron Jobs 2026 — Creating Persistent Backdoors via Task Schedulers | Hacking Course Day 39
🔐 ETHICAL HACKING COURSEFREE Part of the Ethical Hacking Mastery Course — 100 Days Day 39 of 100 · 39% complete ⚠️ Authorised Environments Only. Scheduled tasks, cron jobs persistence techniques demonstrated here must only be practised in your own lab — DVWA, TryHackMe, or HackTheBox machines. Creating persistence on systems you don't own or have explicit written authorisation to test is a criminal offence. The blue team found the scheduled task. They deleted it, declared the system clean, and…
BeEF-XSS Tutorial 2026 — Browser Exploitation Framework, Hooking & Command Modules | Tools Day 25
🗡️ KALI LINUX COURSE FREE Part of the 120-Day Kali Linux Mastery Course Day 25 of 180 · 13.8% complete ⚠️ Authorised Lab Environments Only. BeEF-XSS sends command modules to hooked browsers. Every exercise in this lab targets your own DVWA instance or browsers you control. Never hook browsers you don't own. Browser exploitation without authorisation is illegal everywhere. ZAP found the XSS on Day 24. You confirmed it with <script>alert(1)</script>. An alert box fired. Your CVSS score said Medium.…
SSRF vs CSRF Bug Bounty 2026— What’s the Difference and Why Both Pay Critical
⚠️ Authorised Testing Only. This article covers offensive vulnerability techniques including Server-Side Request Forgery (SSRF) and Cross-Site Request Forgery (CSRF). All techniques described are for educational purposes and legal security testing on systems you own or have explicit written permission to test. Unauthorised testing is illegal under the Computer Fraud and Abuse Act, the Computer Misuse Act, and equivalent laws worldwide. Always operate within a programme's defined scope. A hunter I know spent three days building a solid report —…
AI Worms and Self-Propagating LLM Malware 2026 — The Morris Worm for AI Systems
The Morris II paper is the one I cite in every AI security briefing. The Cornell Tech research from March 2024, the Technion, and Intuit published research describing the first demonstrated GenAI worm. They called it Morris II — after the 1988 Morris Worm that crashed ten percent of the early internet. The parallel is intentional: like the original Morris Worm, Morris II exploits a trusted communication channel to propagate automatically across connected systems. The difference is the propagation mechanism.…
Metasploitable Nmap Enumeration Lab 2026 — Complete Walkthrough | Hacking Lab 32
🧪 METASPLOITABLE LAB SERIES FREE Part of the Metasploitable Lab Series Lab 2 of the Metasploitable Series · 7% complete ⚠️ Legal Disclaimer: This lab must be run against your own Metasploitable 2 VM on a fully isolated local network — host-only or NAT adapter only. Never run these scans against systems you do not own or have explicit written authorisation to test. Unauthorised scanning is illegal in most jurisdictions. This lab is the bridge from setup to exploitation. Before…
Tuesday, April 28, 2026
Model Inversion Attacks 2026 — Extracting Training Data from AI Models
The model inversion paper that changed how I think about AI privacy came out of Google Brain in 2021. Nicholas Carlini and colleagues set out to answer a simple question: if you query GPT-2 enough times, can you get it to reproduce text from its training data verbatim? The answer was yes — unambiguously and reproducibly. Personal email addresses. Phone numbers. Specific private text strings that appeared once in the training corpus. The model had memorised them and would reproduce…
Subscribe to:
Posts (Atom)