You can't secure what you can't see, and most organisations currently have zero visibility into their AI models, training data, and agent deployments. AI-SPM is the emerging category of security tools that provides exactly that visibility — monitoring AI workloads, models, and agents the same way Cloud Security Posture Management tools monitor cloud infrastructure configurations. What You'll Learn What AI-SPM is and how it differs from CSPM and traditional security tools What an AI-SPM tool monitors and the risks it…
Wednesday, May 20, 2026
How to Build an Automated Prompt Injection Testing Pipeline | Day 16
🤖 AI/LLM HACKING COURSE FREE Part of the AI/LLM Hacking Course — 90 Days Day 16 of 90 · 17.7% complete ⚠️ Authorised Targets Only: Automated prompt injection testing — including any volume-based scanning — must only be performed against systems you have explicit written authorisation to test. Automated tools cause more API calls and more measurable impact than manual testing. Agree volume and timing constraints with the engagement contact before running any automated scan against a production target. A…
Metasploitable vsftpd Backdoor Lab — CVE-2011-2523 Exploit Guide
🧪 METASPLOITABLE LAB SERIESFREE Part of the Metasploitable Lab Series Lab 5 of 30 · 16% complete ⚠️ Lab Environment Only. Metasploitable vsftpd Backdoor Lab - vsftpd 2.3.4 exploitation targets your local Metasploitable 2 VM only. Never test against systems you don't own. ✅ Before You Start Lab 4 — First Metasploit Module — running your first MSF exploit. This lab introduces the vsftpd backdoor — one of the most famous Metasploitable vulnerabilities and the classic first manually exploitable service.…
Tuesday, May 19, 2026
Linux Sudo Privilege Escalation Methods — 7 Techniques + GTFOBins Guide
I find a sudo misconfiguration on at least half of the Linux systems I assess. Not because organisations are careless — most have intentional sudo rules for legitimate operational reasons. The problem is that those rules were written by someone who understood the intended use case but didn't know about GTFOBins. Every sudo rule that lets a user run a binary capable of spawning a shell, reading arbitrary files, or writing to privileged paths is a potential privilege escalation path.…
AI-Powered Exploit Code Generation — From CVE to PoC in Seconds
My workflow for analysing a new CVE used to take three to four hours from reading the advisory to having a working proof-of-concept for lab testing. In 2026, the same workflow takes forty minutes, and most of that is environment setup, not code. AI tools have changed the PoC development phase specifically — reading the vulnerability description, understanding the affected code path, and drafting the initial exploit structure are now tasks where an LLM provides the first draft that I…
AI Jailbreaking — Complete Guide to Safety Training Bypass, DAN Variants and Token-Level Attacks | Day15
🤖 AI/LLM HACKING COURSE FREE Part of the AI/LLM Hacking Course — 90 Days Day 15 of 90 · 16.6% complete ⚠️ Responsible Research Only: AI Jailbreaking techniques are covered here for authorised red team assessments and security research purposes. The goal of jailbreak testing on an engagement is to demonstrate bypass capability and measure safety robustness — not to produce or distribute harmful content. Never use jailbreaking techniques to generate content that would cause real-world harm. SecurityElites.com accepts no…
How AI and LLMs are discovering zero-days faster than human researchers in 2026
In 2024, a research team at Google DeepMind used an AI system called AlphaCode 2 to discover a zero-day vulnerability in the SQLite database. The system identified a buffer overflow that had been present in the codebase for years and had been missed by decades of human review and traditional fuzzing. My framing on AI vulnerability discovery: the human researcher is no longer the rate-limiting factor in finding bugs. The rate-limiting factor is now compute and clever prompting. For bug…
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