ToxSec - AI and Cybersecurity
ToxSec, Exploring ChatGPT, Karen SpinnerSecurity for a world run by machines that lie.
| Platform |  | Pricing | Freemium | Publishes | Daily |
|---|---|---|---|---|---|
| Issues | 119 | Founded | a year ago | Last Issue | 3 days ago |
| Active | |||||
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toxsec.comLatest Issues
Google SAIF: The Agent Security Map
TL;DR: The Google SAIF agent security map is a diagram of the entire agent attack surface, broken into four components, with named risks and mapped controls at every node. It’s SAIF 2.0, shipped in 2026, and Google donated the underlying ri...
How OpenAI’s Cyber Defense Plan Backs the Defenders
TL;DR: OpenAI’s cyber defense plan is a five-pillar bet that defenders should get the sharp tools first. The core move is Trusted Access for Cyber: vet a defender, lower the classifier refusals, and let them do real work. It’s the first big...
Decision Tracing: The Missing Piece in Every AI Agent Breach
When an agent goes rogue, prompt filters are useless. You need a replayable record of every decision, tool call, and the reasoning that fired them.
TL;DR: AI agent incident response is the part nobody instrumented for. When an agent goes o...
AI Tar Pits Are Drowning LLM Scrapers in Infinite Garbage
TL;DR: AI tar pits trap LLM scrapers in an infinite loop of machine-generated junk, burning their compute and feeding poison into the training set. Nepenthes started it, Iocaine sharpened it, and Cloudflare shipped AI Labyrinth to 50 billio...
Meta's Rule of Two: The Fix for Agent Prompt Injection
The two-of-three rule that snaps the AI agent prompt injection chain, why it works, and the three seams where it still leaks.
TL;DR: Meta’s Rule of Two breaks the prompt injection chain by forbidding any agent from holding all three danger...
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Authors
The writers behind this newsletter.
Security Engineer | M.S. Cybersecurity, CISSP | AWS, NSA, USMC.
Exploring ChatGPT. AI News, Technology, Markets.
AI builder with mixed feelings about AI. Agency owner (custom software, product messaging). Creator of CarouselBot, a tool that turns your posts into LinkedIn carousels.
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