AI Security
Posts from SecurityCipher.
The CVE Flood Is a Lie: How to Hunt When AI Dumps 36% More Bugs But Exploitation Only Grows 10%
Your vulnerability scanner ran overnight. Your inbox has 47 new CVE alerts. Slack is pinging you about a “critical” flaw in a…
I Ran Codex Security on a Shop API Lab: 14 Bugs, $1.64, Full Playbook
Hands-on OpenAI Codex Security CLI guide: scan a Flask shop API, get 14 findings, threat model, remediations, GitHub bulk-scan, and a real…
Is AI Killing Bug Bounty? What the 2026 CVE Flood Really Means for Hunters
Ask any bug bounty hunter how 2026 is going and you will get one of two answers. Either “I have never found…
AI Pentest Tools in 2026: What Actually Works (T3MP3ST, PentestGPT, Caido and More)
Half the bug bounty writeups on my feed this week were not about a new vulnerability class – they were about a…
LLM Red Teaming in 2026: A Practical garak + PyRIT Workflow
You shipped an LLM feature. A support chatbot, a “summarize this document” button, an agent that can call tools. Now the obvious…
Indirect Prompt Injection in 2026: Hacking AI Through the Content It Reads
Most people picture prompt injection as someone typing “ignore your instructions” into a chatbot. That is the direct kind, and it is…
From Prompts to AI Security Loops: A Practical Playbook
Most teams are still treating AI like a better prompt box. "Review this code for vulnerabilities." "Write a Sigma rule for this…