Author profile

ToxSec

M.S. Cybersecurity, CISSP. Ex-NSA, USMC.

Articles by @toxsec

Browse the latest writing surfaced through DevArt.

#security#ai#llm#threatmodeling

STRIDE-GPT takes your architecture description and spits out a full STRIDE threat model in one shot....

ToxSec4 min read

0 reactions0 commentsRead full article

#security#python#ai#devsecops

If you're still testing LLM guardrails by hand — retyping variations in a chat tab, logging results...

ToxSec4 min read

0 reactions0 commentsRead full article

#security#ai#owasp#devsecops

every LLM app you ship has three attack surfaces. confidentiality, integrity, availability. the...

ToxSec4 min read

0 reactions0 commentsRead full article

#bugbounty#cybersecurity#infosec#reporting

ToxSec | How to deal with GenAI in bug bounty programs.

ToxSec8 min read

0 reactions0 commentsRead full article

#ctf#anthropic#genai#llm

ToxSec | A look at how Claude performs in popular CTF challenges.

ToxSec5 min read

0 reactions0 commentsRead full article

#ai#cybersecurity#ctf#anthropic

ToxSec | A look at how Claude performs in popular CTF challenges.

ToxSec5 min read

0 reactions0 commentsRead full article

#ai#killchain#infosec#cybersecurity

NVIDIA’s AI Kill Chain reframes attacks on AI apps into five stages. It's a clean mental model for turning prompt injection into reproducible bugs.

ToxSec4 min read

0 reactions0 commentsRead full article

#security#ai#cloud#cybersecurity

Supply chain, SaaS credential cascades, AI sleeper risks, protocol-layer DoS, and resilience lessons.

ToxSec8 min read

2 reactions0 commentsRead full article