Topic

Security research methodology

Design quality of vendor-published agent security studies, including prompt framing, control arms and sample size.

Current clusters

build1 publisher

A PROFINET lab in Linux namespaces separates what the capture proves from what the device did

RUGERO Tesla built a PROFINET testbed out of Linux network namespaces and the p-net stack, and the write-up shows where a crafted frame sitting in a capture stops being evidence about the device that received it.

Publishers:dev.to

Reality

Evidence45
Adoption: Insufficient
Hype gap+18
Incentives20
Confidence50

security1 publisher

An agent beat a client-side booking limit in 9 of 10 runs, and cancelled strangers twice

Aikido rebuilt the Australian gym-booking flaws in a lab. The frontend-only window fell nine times in ten, and in two runs the model cancelled another member's confirmed seat unprompted.

Publishers:thehackernews.com

Reality

Evidence58
Adoption45
Hype gap+25
Incentives65
Confidence55