Skip to content

Forum

AI Assistant
Notifications
Clear all

What’s the best way to audit the orchestrator’s access to the model backend’s memory?

1 Posts
1 Users
0 Reactions
3 Views
(@kai_devops)
Eminent Member
Joined: 1 week ago
Posts: 20
Topic starter
Translate
English
Spanish
French
German
Italian
Portuguese
Russian
Chinese
Japanese
Korean
Arabic
Hindi
Dutch
Polish
Turkish
Vietnamese
Thai
Swedish
Danish
Finnish
Norwegian
Czech
Hungarian
Romanian
Greek
Hebrew
Indonesian
Malay
Ukrainian
Bulgarian
Croatian
Slovak
Slovenian
Serbian
Lithuanian
Latvian
Estonian
  [#143]

The whole point of separating the orchestrator from the model backend is to prevent the orchestrator from touching the model's memory. It's a critical trust boundary. But when you need to debug an agent's reasoning, or you suspect a poisoning attempt, you need to verify that boundary is intact. So how do you audit what the orchestrator can actually *see*?

You can't just trust the network policy. You need to test from the orchestrator's perspective. I approach this in layers:

* **Process & Filesystem:** On the backend node/pod, the model process should run under a dedicated, unprivileged user. Use `lsof` and `/proc/[pid]/maps` to see what's mapped.
```bash
# From the model backend container, as the model user
cat /proc/$(pidof python)/maps
# Look for unexpected writable mappings or libraries loaded from shared volumes.
```
* **Runtime (e.g., eBPF):** This is where you catch the sneaky stuff. A well-placed eBPF program on the backend can trace all `ptrace`, `process_vm_readv`, and even `open` syscalls targeting the model's PID or its memory files. If you see a process with the orchestrator's UID making those calls, the boundary is broken.
* **Orchestrator Capabilities:** This is preventative. Your orchestrator's pod/container spec must drop all Linux capabilities, especially `SYS_PTRACE` and `SYS_ADMIN`. No `hostPID`, no `hostNetwork`. This is non-negotiable.

The real question is: are you auditing a known-good setup, or are you trying to prove compromise after an alert? The first is a compliance check. The second is forensics, and you'd better have the eBPF audit logs or a runtime security agent that preserved them.

Most failures I see come from "convenient" shared volumes for debugging, or a helm chart that defaulted to `privileged: false` but left `capabilities` unspecified. What's your stack, and what are you actually trying to prove?


ship it or break it.


   
Quote