What AariaSec monitors, per platform
This page states what works, what is partial, and what is absent. The gaps are listed as plainly as the capabilities, because a capability matrix that hides them is worthless to the person doing a security review.
Core capabilities
| Capability | macOS | Linux | Windows |
|---|---|---|---|
| Behavioural detection + dashboard | Yes | Yes | Yes |
| Discovery — find AI apps on the machine | Yes | Yes | Yes |
| Proxy-level monitoring (LLM traffic) | Yes | Yes | Yes |
| Local CA install | Yes | Yes | Partial — see below |
| Kill-switch: block egress | Yes | Yes | Yes |
| Kill-switch: terminate the process | Yes | Yes | Partial |
| Kernel-level scope lock | Yes (Seatbelt) | Yes (Landlock + seccomp) | Not implemented |
| OS-layer syscall monitor | Yes (Endpoint Security) | Yes (eBPF) | Partial (ETW) |
Where Windows is weaker
No kernel scope lock. macOS enforces via Seatbelt and Linux via Landlock and seccomp. There is no Windows equivalent shipped, so OS-level containment is not available there. Proxy-level containment is — destination denial, per-agent routing and throttling, and the kill-switch all work — but that is a network boundary, not a kernel one.
Process termination is partial. Egress blocking is reliable; killing a misbehaving process is not, in every case.
The in-app Containment Escape demo does not run on Windows. It executes against a real scope-lock binary, and there is none for Windows, so it refuses rather than simulating a block it did not observe. We would rather it decline than fake a pass.
Where Linux differs
Enforcement uses Landlock and seccomp, which cannot express a destination deny-list — the kernel has no concept of a hostname. Host-based controls are therefore enforced at the proxy on Linux, not in the kernel. The eBPF monitor observes syscalls; it does not block them, because blocking would require an LSM hook and we ship none.
What gets inspected
Only known LLM endpoints are TLS-terminated. Everything else tunnels through untouched — your email, your banking, your internal systems are not decrypted.
Browser assistants routed through their provider backends are covered, including Brave Leo, Opera Aria, Edge Copilot, Chrome and web Gemini, Perplexity, Arc Max, and any browser running a third-party AI extension.
What this misses: an agent talking to a private inference server we do not know
about is not inspected until that host is added. An agent that hardcodes its HTTP
client and ignores proxy settings is not visible to the proxy at all — on Linux the
eBPF monitor still sees the connect syscall, which is why the gap between what
the proxy sees and what the kernel sees is itself a signal.
The privacy boundary
Prompt and response text is reduced to a SHA-256 fingerprint at the moment of capture. No raw content is written to disk, to logs, or to a database, on any platform. What is retained is behaviour: which tools ran, in what order, how much data moved, where it went, how long it took.
This is architectural, not a setting you can turn off or forget to turn on. It is also why we can hand you the entire audit trail — there is nothing in it to leak.
Detection review
The debate panel runs on a local Ollama model by default, so no data leaves your machine. You can point it at your own OpenAI-compatible endpoint, at a hosted provider if you accept that egress, or disable it entirely — in which case you get a deterministic rules-based verdict with confidence capped and no automatic blocking. A disabled panel is never a silent one.
Compliance evidence
Generated from real activity, on your hardware:
- EU AI Act, Article 12 — logging and traceability for high-risk AI systems
- GDPR, Article 22 — automated decision-making records
- HIPAA Security Rule — audit-control evidence, cited to the safeguard
- DORA — ICT risk-management evidence for Articles 10, 17, 19 and 13
- SOC 2 and ISO 27001 — control evidence collectors
- OWASP mapping and SARIF export — for tooling you already run
These produce evidence. They are not certifications, and installing AariaSec does not make you compliant. A report over a period with no activity returns not assessed rather than compliant, because "we saw nothing" is not evidence that a control works.
We hold no SOC 2 ourselves yet. The security review section states that position control by control, including the ones only partially met.