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Against Live Defences

The harness that fires a technique at live defences, the outcome you may honestly claim, and which stage of the chain swallowed a miss. Interviewers probe it because a miss is usually misattributed.

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questions

12

In an adversary emulation run, does a prevented technique count as detected?

level: juniorimportance: must knowfreq 70%

answer

  1. three outcomes, not pass and fail
  2. a block is the control, not the SOC
  3. each outcome funds different work
  4. prevented can still be un-detected
  5. prevention event may never leave the console

basics

~10 s

No. A prevention proves the control convicted the behaviour, not that the SOC saw it. Record prevented, detected-only and undetected as three separate outcomes, because each one needs a different fix.

solid answer

~50 s

No, and collapsing the two is the classic emulation reporting error. A prevention record proves that an endpoint control matched something and stopped the process; it says nothing about whether a detection rule existed, whether an alert reached a queue, or whether anyone would have worked it. So the results table needs three cells, not a pass/fail column: **prevented** (the control stopped it, detection status unknown or negative), **detected-only** (it ran, and the SOC got an alert it could act on), and **undetected** (it ran and produced nothing anyone would see). The remediations differ: a detected-only result is a response and tuning conversation, an undetected result means a detection has to be built, and a prevented-but-undetected result means your entire visibility of that behaviour is one control that a variant or a policy change can remove. Only where both happened may you claim the technique is both stopped and seen.

go deeper

for a junior

Be ready to name the three outcomes without prompting and to say which one a block belongs to. The one sentence that must come out of your mouth is that a prevention is a control acting, not the SOC seeing.

for a middle

Explain where a prevention record actually lives and why it may never reach the SIEM, and give the different remediation each of the three outcomes triggers. Expect to be pushed on the fourth cell where a technique is both blocked and alerted.

for a senior

Show that you source the outcome from defender records rather than the operator's terminal, and that you will not let a prevented row be summarised as covered. Be ready to say what work item each row creates and who owns it.

for a principal

Own the reporting convention itself: the exercise's vocabulary decides what gets funded. Argue for a table that keeps prevented and detected as separate columns permanently, so nobody can assemble a coverage story out of blocks alone.

## What the question is really testing Adversary emulation means deliberately executing a chosen attacker behaviour against defences that are switched on and in their production configuration, then recording what the defences did. The tempting output is a two-column table: technique executed, and pass/fail. That table is wrong, because "fail" for the operator and "success" for the defenders are not the same claim, and because two very different defensive results both look like a stopped operator. ## The three outcomes **Prevented.** An endpoint control matched the behaviour and stopped it: the process was terminated, the service-stop was refused by tamper protection, the script was blocked. This is a *control* result. It proves that an agent on the host convicted something. It does not prove that any detection logic exists over that behaviour, that a rule in the SIEM would have matched, that an alert was raised into a queue a human works, or that anyone would have noticed. In many estates the prevention event lands in the endpoint vendor's own console and is never forwarded, correlated or triaged. **Detected-only.** The technique ran to completion and produced an alert an analyst could act on. This is a *visibility* result: the behaviour was not stopped, but the SOC has a chance to respond to it. **Undetected.** The technique ran to completion and produced nothing anyone would see. Whether that was because no record was written, no rule matched, or nobody worked the alert is a separate attribution exercise; for the results table, the cell is simply "undetected". A fourth cell exists and is the only comfortable one: **prevented and detected**, where the control stopped it *and* a detection fired on evidence that reached the SOC. That is the only row where you may honestly claim the behaviour is both stopped and seen. ## Why the distinction is not pedantry A prevention is a single point of failure with no observation behind it. Consider a defence-evasion step on a Windows workstation: the operator tries to stop the endpoint sensor's service and then clear the Windows Security log. Tamper protection refuses the service stop and a prevention rule kills the log-clear. Excellent - but now ask what the SOC would see if the operator had used a variant the control does not convict, or if the prevention policy on that machine group had been in audit mode after a change window, or if the technique had run on a host where the agent was late installing. The answer, if the only record was the block, is nothing. The estate's entire knowledge of that behaviour rests on one control deciding correctly every time, forever. A prevented result is therefore not a coverage claim; it is a *deferred* coverage question. The honest row reads "prevented; detection status not established", and it stays that way until somebody establishes it. ## The remediations differ, which is why the cells must differ - **Prevented, not detected**: build a detection on whatever record survives the block, or forward the prevention event itself into the SIEM so the SOC learns about attempts. The work is a visibility work item, not a control work item. - **Detected-only**: the alert exists, so the questions are quality and response - did the alert say enough to act on, and would the response have been fast enough. Adding prevention may be the answer, or may be too risky for that behaviour. - **Undetected**: a detection has to be created, and until it is, that technique is invisible. Merge the first two cells and you fund the wrong work. Merge prevented into detected and you report coverage you do not have. ## What the operator's experience does not tell you The operator knows the command failed. That is the weakest available signal about the defence: an operator can be stopped by a control, by a broken command, by a missing privilege, or by an application-control policy nobody remembers deploying. The result you record must be sourced from the defender's records - the prevention event, the alert (or its absence), the queue - not from the operator's terminal. A red-teamer's "it got blocked" is a hypothesis about which defence acted, and on a workstation estate with several overlapping controls it is quite often the wrong one. ## What to say in an interview State the three outcomes, name prevention as a control result rather than a visibility result, and say plainly that a block can mask the absence of any detection behind it. Then add the operational consequence: the exercise must refuse to convert a prevented outcome into a coverage claim, because the day the control does not convict is exactly the day you need the detection that was never written.

  • The technique was blocked and an alert also fired. How do you record that?
    As prevented and detected, with the record that proves each one named separately: the prevention event for the block, and the alert plus the queue it landed in for the detection. That combined cell is the only one where a coverage claim is safe, and it is worth stating explicitly so a later reader does not assume the alert was merely the block echoing into the console.
  • If the attack failed anyway, why does a prevented-but-undetected result matter?
    Because the estate's only knowledge of that behaviour is one control convicting correctly. A variant the control does not recognise, a machine group left in audit mode, or a host the agent has not reached all produce the same behaviour with zero visibility. Prevention without detection is a single point of failure that nobody is watching.
  • Who should read the three-outcome table, and does the wording change for them?
    The detection engineers own the undetected and prevented-only rows because both are detection work items. Endpoint owners own the prevention rows. The wording should not soften: write prevented, detection status not established, rather than covered, because covered is the word that gets copied into a summary and stops anyone doing the work.

A door that slams shut on an intruder is not a camera. It stopped this attempt and told you nothing you can review, and the next attempt through a window is invisible.

saying these in an interview costs you the question

  • Counts a block as detection coverage
  • Says prevented means the SOC responded
  • Reports only pass or fail, with no third outcome
  • Assumes the prevention event reached an analyst's queue
  • Takes the operator's it got blocked as the defensive result

context

open as a page

What is Atomic Red Team, and what does running a single atomic test actually do?

level: juniorimportance: must knowfreq 55%

basics

~20 s

Atomic Red Team is an open-source library of small, per-technique tests mapped to MITRE ATT&CK. Running one atomic executes a short scripted action for a single technique, so you can check whether your telemetry recorded it and your detections fired.

open as a page

A purple-team technique you executed produced no alert — at which stages could the miss have occurred?

level: juniorimportance: must knowfreq 66%

basics

~20 s

A miss can sit at four stages: the record was never generated, no rule matched the record, no alert reached the queue, or nobody acted on the alert. The absence of an alert names none of them.

open as a page

When do you reach for Atomic Red Team, CALDERA, or an operator C2 like Cobalt Strike or Sliver?

level: middleimportance: must knowfreq 50%

basics

~20 s

Use Atomic Red Team to validate detection of one technique at a time; use CALDERA to chain techniques automatically through agents and a planner; use Cobalt Strike or Sliver when you need a live operator, an interactive C2 channel, and human decision-making the automated tools cannot supply.

open as a page

How do you prove an emulated technique's miss was absent auditd telemetry, not an unmatched rule?

level: middleimportance: must knowfreq 55%

basics

~20 s

Search the host's own audit log over the known window, against a positive-control host that does produce the record. No record on the host is a collection gap; a record present clears collection and moves the test to the rule.

open as a page

Your operator's log-clear was blocked and no Windows Security 1102 exists — what may you conclude?

level: middleimportance: should knowfreq 52%

basics

~10 s

Only that the clear never completed. Windows Security 1102 is written when the audit log is cleared, so its absence is indistinguishable from nobody trying. The prevention event is your only positive evidence.

open as a page

Tamper protection blocked your emulation technique — how do you learn whether a detection existed behind it?

level: seniorimportance: should knowfreq 46%

basics

~10 s

The block truncated the behaviour, so nothing downstream could fire. Check what telemetry still arrived, then re-run in a scoped, time-boxed detect-only window or against a variant the control does not convict.

open as a page

An atomic test created a scheduled task on a production laptop and left it there — what did the tool not do for you?

level: seniorimportance: should knowfreq 42%

basics

~20 s

It did not clean up after itself. Atomic Red Team runs the technique but only reverts it if you explicitly run the cleanup command. A test that passed in a lab leaves real artefacts — a scheduled task, a registry key, a dropped file — on a production host, plus no chaining, no decisions and no evidence capture. Those are all yours.

open as a page

Your Cobalt Strike beacon triggered an EDR alert on its default profile — can you claim the technique is detected?

level: seniorimportance: should knowfreq 48%

basics

~20 s

No. If the alert fired on Cobalt Strike's default artefacts — its stock malleable profile, default named pipe names or default certificate — you detected the tool's defaults, not the technique. Change the profile and the same behaviour would sail through. You proved the SOC catches an out-of-the-box beacon, not the tradecraft.

open as a page

An emulated technique's auditd record exists and the rule matches it on replay, yet no alert reached the queue — where did it die?

level: seniorimportance: should knowfreq 44%

basics

~20 s

Between the rule matching and a human seeing it: the rule was disabled or in test mode, a scheduled search ran before the data was indexed, suppression swallowed the firing, or it was routed below the severity anyone reads.

open as a page

How do you tell whether the SOC detected your emulation technique or just the operator's noise?

level: seniorimportance: nice to knowfreq 34%

basics

~10 s

Read which rule fired and what it keyed on. A threshold or a burst window is a detection of the pass, not the technique. Re-run it paced, from another host and account.

open as a page

Your emulation miss traces to absent auditd rules on one host image — who owns the finding, and how do you make that stick?

level: principalimportance: nice to knowfreq 28%

basics

~20 s

The image and platform owners, not the detection team. Make it stick by scoping the finding to the host class with control-host evidence, naming an owner who can change the image, and setting the acceptance test as re-executing the technique.

open as a page