skip to content

You report that eighty-five percent of egress is inspected — what denominator makes that honest, and what can an adversary keep out of it?

level: seniorimportance: nice to knowfreq 33%

answer

  1. a percentage without a denominator is decoration
  2. bytes flatter, flows do not
  3. do not divide by what the device saw
  4. some paths are uncounted, not unread
  5. publish a slope with named causes

basics

~20 s

The denominator must cover every egress path and come from a source independent of the inspection device, or you divide what the device saw by what the device saw. Paths crossing no control are uncounted, not unread.

solid answer

~50 s

State three things or the number means nothing: what is counted, over what population, and from what source. Counting bytes flatters you, because a handful of backup and video flows dominate the total; counting flows or distinct destinations tells you far more about control coverage. The population must be every path out — site borders, remote users off the tunnel, cloud workload egress, guest and operational-technology networks, third-party circuits — not just the ones with a device on them. And the source must be independent of the inspection stack: if you divide by the inspection point's own session totals, the answer is one hundred percent by construction. Traffic that never crosses a point you own is not in the fifteen percent; it is outside the fraction entirely. That is the share an adversary selects for, and it is the reason the honest figure is a trend line with named causes rather than a single number.

go deeper

for a junior

Understand that any coverage percentage needs a stated denominator, and that counting bytes and counting sessions can describe the same week very differently.

for a middle

Explain why the denominator cannot come from the inspecting device's own logs, and where independent egress accounting has to come from instead.

for a senior

Show how you would build the inventory of egress paths, separate unread traffic from uncounted traffic, and report the share as a trend decomposed by cause.

for a principal

Own what the trend implies: when the causes of decay are all outside your control, defend whether the border position is still worth funding rather than quoting a single quarter's figure.

## The number people quote, and why it is usually wrong "We inspect eighty-five percent of egress" is a sentence said in a lot of review meetings, and most of the time nobody can say what the denominator was. Three questions expose it immediately. **What is counted?** Bytes, flows, sessions, distinct destinations and distinct internal hosts give wildly different answers over the same week. Bytes are the flattering choice: a few large backups, software distribution and video streams dominate the total, so inspecting those puts your figure in the nineties while hundreds of small unread sessions disappear into the rounding. Flows and distinct destinations track control coverage far better, because the thing you care about — a channel established to somewhere you cannot name — is small by volume and singular by count. Report at least two denominators and say which one you are steering by. **Over what population?** The share is only meaningful against every path out of the estate. That includes remote users whose split tunnel sends most traffic straight out, cloud workloads egressing to the internet without traversing a corporate border, guest networks, operational-technology and building systems, laboratory segments, and circuits that came with an acquisition. If the figure covers only the sites with a device in them, it is a statement about those sites, and it should be labelled that way. **From what source?** This is the error that makes the number circular. If the denominator comes from the inspection stack's own logs, you are dividing what the device saw by what the device saw, and everything that avoided the device is invisible to both halves of the fraction. The denominator has to come from somewhere else: interface and routing counters at each egress, cloud egress accounting, circuit-level counters. That is harder, less tidy, and the only way the number means anything. ## Unread versus uncounted The distinction is the whole leaf. Traffic that reaches your inspection point and cannot be read — encrypted client hello, a pinned client, an exempted category — is *unread*: you know it exists, you can size it, you can put it in the denominator honestly. Traffic that crosses a path with no inspection point at all is *uncounted*: it does not appear in your fifteen percent, because it never appeared anywhere. An adversary who has looked at your network for an afternoon does not attack the readable share. They pick the uncounted path: the contractor laptop that never joins the tunnel, the workload with its own internet gateway, the camera network with a default route nobody remembers, the segment the acquisition brought with it. The control was not evaded; it was never in the path. So the useful question is not "what percentage do we inspect" but "which paths out exist, and which of them have a control on them" — an inventory question answered from routing, not from a dashboard. ## Two of everything A merged estate makes this concrete and is a favourite interview scenario. Two companies, two inspection stacks, two exemption lists built by two teams with different agreements behind them, two definitions of what counts as egress — and one combined figure requested for the group. Averaging the two percentages is arithmetic nonsense: the denominators are not the same quantity. The honest move is to publish one figure with one stated denominator recomputed across both estates, plus the two blind shares broken out by cause, and to say plainly which parts of the merged network have no measurement at all yet. A number produced by aggregation you cannot explain will be quoted back at you for years. ## Report a slope, not a point The readable share decays for reasons outside your control: client vendors ship encrypted client hello, applications move to transports your stack does not parse, more clients pin, resolution moves to encrypted channels so the name is not available from that side either. A single quarter's figure hides all of it. What is worth reporting is the trend, decomposed by cause — this much lost to exemptions we granted, this much to clients we cannot break, this much to paths with no control — because the decomposition tells you which losses you could reverse and which you cannot. That decomposition is also what tells you when a position stops being worth its cost. If the share you can read at the border is falling several points a quarter and the causes are all outside your control, then continuing to buy decryption capacity is buying a shrinking asset, and the argument for reading closer to the plaintext gets stronger every quarter. Say that with the numbers rather than as an opinion. ## What to avoid saying Do not present the inspected share as a security outcome. It measures where your control stands, not whether anything was caught, and a high figure with a category bypass covering the top ten destinations is worse than a lower figure with narrow named exemptions. Report coverage as coverage, and keep the claim in the direction the measurement supports.

  • Why is a readable-share figure computed from the inspection stack's own logs circular?
    Because both halves of the fraction come from the same source. The device can only log what reached it, so traffic on a path with no device is missing from the numerator and the denominator alike, and the ratio approaches one hundred percent regardless of coverage. The denominator has to come from egress accounting that is independent of the inspecting device.
  • Bytes or flows — which do you steer by, and why report both?
    Steer by flows or distinct destinations, because the sessions you most want to see are small and numerous while bulk transfers dominate the byte total. Report bytes as well, since capacity and licensing are usually sized in bytes and the two numbers together explain why a ninety-percent byte figure can sit beside a sixty-percent flow figure without either being wrong.
  • Two merged estates, two stacks, two exemption lists — how do you publish one figure?
    Do not average the two percentages; their denominators are different quantities. Recompute one figure against one stated denominator built from every egress path in both estates, break the blind share out by cause for each, and name the parts of the merged network where no measurement exists yet. An unexplainable aggregate gets quoted back at you for years.

saying these in an interview costs you the question

  • Quotes an inspected percentage with no stated denominator
  • Computes the share from the inspection device's own session logs
  • Counts bytes only, so bulk transfers hide unread sessions
  • Treats uninspected paths as part of the unread remainder
  • Presents coverage as evidence that nothing malicious got through

context