Honeypot Protocol

Trusted monitoring, the standard defense in AI control, is vulnerable to adaptive attacks, collusion, and strategic attack selection. All of these exploit the fact that monitoring is passive: it observes model behavior but never probes whether the model would behave differently under different...

GO-2026-4331 Pterodactyl websocket endpoints have no visible rate limits or monitoring, allowing for DOS attacks in github.com/pterodactyl/wings

Pterodactyl websocket endpoints have no visible rate limits or monitoring, allowing for DOS attacks in github.com/pterodactyl/wings...

GHSA-8W7M-W749-RX98 Pterodactyl websocket endpoints have no visible rate limits or monitoring, allowing for DOS attacks

Summary Websockets within wings lack proper rate limiting and throttling. As a result a malicious user can open a large number of connections and then request data through these sockets, causing an excessive volume of data over the network and overloading the host system memory and cpu...