AI in Security
112 articles
Model Inversion Attacks 2026 — Extracting Training Data from AI Models
How model inversion attacks extract training data from AI models in 2026. Membership inference, gradient leakage, and privacy implications explained.
AI Application API Key Theft via Prompt Injection 2026 — Credential Extraction Attacks
How prompt injection enables API key theft from AI applications in 2026. Complete attack chains from user input to stolen…
LLM01 Prompt Injection 2026 — Complete Attack Guide | AI LLM Hacking Course Day4
Master LLM01 prompt injection in 2026. Direct injection, indirect injection, jailbreaks, filter bypasses and bug bounty payloads — complete OWASP…
Prompt Injection in Agentic Workflows 2026 — When AI Agents Act on Malicious Instructions
How prompt injection attacks hijack agentic AI workflows in 2026. Multi-agent chains, autonomous task manipulation, and real-world attack scenarios.
OWASP LLM Top 10 — The Complete Hacker’s Guide to Every Vulnerability | AI LLM Hacking Course Day3
Master all OWASP LLM Top 10 vulnerabilities. Prompt injection, data poisoning, excessive agency and more — with exploit examples, real…
LLM Fuzzing Techniques 2026 — Automated Vulnerability Discovery in AI Models
LLM Fuzzing Techniques in 2026 - How security researchers fuzz LLMs to find vulnerabilities in 2026. Automated prompt fuzzing, boundary…
SecurityElites Launched 47 Free Hacking Labs 2026 — No Signup, No VM, No Setup – Start Your Hacking Journey Now
SecurityElites Just launched 47 free hacking labs — no signup, no VM. AI hacking (17 labs), XSS, JWT, SSRF, SSRF,…
MCP Server Attacks on AI Assistants 2026 — Tool Poisoning and Context Injection
MCP Server Attacks on AI Assistants - How attackers do it in 2026 — tool poisoning, context injection, MCP server…
How LLMs Work — Transformer Architecture, Tokens & Context Windows | AI LLM Hacking Course Day2
Understand how LLMs work from a hacker's perspective. Tokens, attention, context windows, system vs user messages — the architecture that…