C0054: Operation Triangulation
Operation Triangulation is a mobile campaign targeting iOS devices.[1] The unidentified actors used zero-click exploits in iMessage attachments to gain Initial Access, then executed exploits and validators, such as Binary Validator before finally executing the TriangleDB implant.
Security context for executives and security teams
C0054: Operation Triangulation describes [Operation Triangulation](https://attack.mitre.org/campaigns/C0054) is a mobile campaign targeting iOS devices.(Citation: SecureList OpTriangulation 01Jun2023) The unidentified actors used zero-click exploits in iMessage attachments to gain [Initial Access](https://attack.mitre.org/tactics/TA0027), then executed exploits and validators, such as [Binary Validator](https://attack.mitre.org/software/S1215) before finally executing the [TriangleDB](https://attack.mitre.org/software/S1216) implant.
Executive priority
C0054: Operation Triangulation is an official MITRE ATT&CK campaign. Glexia treats it as defensive behavior context for prioritizing monitoring, control validation, and response planning without using the object by itself as an attribution claim.
Technical view
Security teams should validate C0054: Operation Triangulation by reviewing the official ATT&CK relationships, mapped tactics (the mapped ATT&CK tactic context), supported platforms (the platforms named in the official object), and available local telemetry before making detection or mitigation decisions.
Likely telemetry
- Official ATT&CK relationships and object metadata
Detection direction
- Validate whether C0054: Operation Triangulation appears in your detection coverage and tabletop scenarios.
- Use the object to align executive risk language with SOC, incident response, and detection engineering work.
- Do not treat ATT&CK relationship context as attribution without corroborating evidence.
Mitigation priorities
- Map the object to existing controls and identify missing telemetry or response ownership.
- Prioritize mitigations that reduce exposure on the listed platforms and tactics.
- Review adjacent ATT&CK relationships before changing policy, detections, or reporting language.
Additional notes and limits
Baseline Glexia take generated from the official MITRE ATT&CK STIX object, source hash, tactics, platforms, and detection fields. It is safe to replace with a richer model-generated take for the same source hash later.
This baseline take is source-grounded and schema-validated, but it does not include environment-specific telemetry, incident evidence, or threat-intelligence corroboration.
Generated from the cited source records. This long-tail analysis has not been individually reviewed by a named human.
Operation Triangulation
Operation Triangulation is a mobile campaign targeting iOS devices.[1] The unidentified actors used zero-click exploits in iMessage attachments to gain Initial Access, then executed exploits and validators, such as Binary Validator before finally executing the TriangleDB implant.
How security teams should use this page
Treat this object as behavior context, not an attribution claim. Validate the related groups, software, data sources, and mitigations against official ATT&CK relationships and your own telemetry before making control-coverage decisions.
Techniques used
This mirrors the MITRE pattern of making group, software, campaign, and technique relationships scannable. Relationship notes come from mirrored ATT&CK relationship text when available.
| Domain | ID | Name | Relationship / procedure |
|---|---|---|---|
| Mobile | T1418 | Software Discovery | During Operation Triangulation, the threat actors have obtained a list of installed applications.CitationSecureList OpTriangulation 21Jun2023 |
| Mobile | T1404 | Exploitation for Privilege Escalation | During Operation Triangulation, the threat actors exploited a kernel vulnerability to obtain root privileges.CitationSecureList OpTriangulation 21Jun2023 |
| Mobile | T1533 | Data from Local System | During Operation Triangulation, the threat actors stole data from SQLite databases.CitationSecureList OpTriangulation 23Oct2023 |
| Mobile | T1630.002 | File DeletionSub-technique | During Operation Triangulation, the threat actors removed files from the device.CitationSecureList OpTriangulation 21Jun2023 |
| Mobile | T1544 | Ingress Tool Transfer | During Operation Triangulation, the threat actors downloaded subsequent stages from the C2.[1]CitationSecureList OpTriangulation 21Jun2023 |
| Mobile | T1521.001 | Symmetric CryptographySub-technique | During Operation Triangulation, the threat actors used 3DES and AES to encrypt C2 communication and data.CitationSecureList OpTriangulation 21Jun2023CitationSecureList OpTriangulation 23Oct2023 |
| Mobile | T1430 | Location Tracking | During Operation Triangulation, the threat actors monitored the device’s geolocation.CitationSecureList OpTriangulation 21Jun2023CitationSecureList OpTriangulation 23Oct2023 |
| Mobile | T1422 | System Network Configuration Discovery | During Operation Triangulation, the threat actors use the heartbeat beacons from the implant to obtain device information, such as the IMEI, MEID, and the serial number.CitationSecureList OpTriangulation 21Jun2023 |
| Mobile | T1630 | Indicator Removal on Host | During Operation Triangulation, the threat actors deleted the initial exploitation message and exploit attachment.[1] |
| Mobile | T1424 | Process Discovery | During Operation Triangulation, the threat actors have obtained a list of processes.CitationSecureList OpTriangulation 21Jun2023 |
| Mobile | T1420 | File and Directory Discovery | During Operation Triangulation, the threat actors have obtained a list of files in a specified directory using the `fts` API.CitationSecureList OpTriangulation 21Jun2023 |
| Mobile | T1634.001 | KeychainSub-technique | During Operation Triangulation, the threat actors have dumped the device’s keychain.CitationSecureList OpTriangulation 21Jun2023CitationSecureList OpTriangulation 23Oct2023 |
| Mobile | T1658 | Exploitation for Client Execution | During Operation Triangulation, the threat actors sent iMessage messages with malicious exploits that executed without user interaction.[1]CitationSecureList OpTriangulation 23Oct2023CitationSecureList OpTriangulation Dec2023 Additionally, the threat actors have used various exploits, such as CVE-2023-41990, CVE-2023-32435, CVE-2023-32434 and CVE-2023-38606, to obtain privilege escalation.CitationSecureList OpTriangulation Dec2023 |
| Mobile | T1437 | Application Layer Protocol | During Operation Triangulation, the threat actors used HTTPS POST requests for C2 communication.CitationSecureList OpTriangulation 21Jun2023 |
| Mobile | T1636.004 | SMS MessagesSub-technique | During Operation Triangulation, the threat actors have collected and exfiltrated SMS messages.CitationSecureList OpTriangulation 23Oct2023 |
| Mobile | T1429 | Audio Capture | During Operation Triangulation, the threat actors used a microphone-recording module.CitationSecureList OpTriangulation 23Oct2023 |
| Mobile | T1521.002 | Asymmetric CryptographySub-technique | During Operation Triangulation, the threat actors used RSA to encrypt C2 communication.CitationSecureList OpTriangulation 21Jun2023 |
| Mobile | T1575 | Native API | During Operation Triangulation, the threat actors use the Audio Queue API to record audio.CitationSecureList OpTriangulation 23Oct2023CitationSecureList OpTriangulation Dec2023 |
| Mobile | T1409 | Stored Application Data | During Operation Triangulation, the threat actors have collected and exfiltrated data from WhatsApp and Telegram.CitationSecureList OpTriangulation 23Oct2023 |
| Mobile | T1426 | System Information Discovery | During Operation Triangulation, the threat actors collected device and user information.[1] |
Groups, software, and campaigns
S1215: Binary Validator
Binary Validator is a Mach-O binary file used during Operation Triangulation.[1] Binary Validator first collects information about the device, such as the device's phone number and a list of installed applications, before the deployment of the TriangleDB implant. After the actions are completed and the data is collected, Binary Validator encrypts and sends the data to the C2 server, and in turn, the C2 server sends the TriangleDB implant.
S1216: TriangleDB
TriangleDB is an Objective-C written implant deployed after Binary Validator and after root privileges are obtained during Operation Triangulation’s infection chain. Upon execution, TriangleDB communicates with the C2 server, relaying information about the victim device.[1]
All related ATT&CK context
Object version and sync metadata
The fields below describe the current mirrored snapshot. When Glexia retains multiple ATT&CK source imports, you can open the table to compare the same object across releases (hashes and MITRE timestamps). For MITRE’s own release notes and roadmap, see ATT&CK resources — Updates.
Imported snapshots across ATT&CK releases(3)
| Release | Bundle imported | Object version | Modified | Status | Raw hash |
|---|---|---|---|---|---|
| 20.0 | 1.0 | Current bundle | e21f344262b2… | ||
| 19.2 | 1.0 | Older bundle | e21f344262b2… | ||
| 19.1 | 1.0 | Older bundle | 154ec4335288… |
Mirrored ATT&CK source object
The raw object is retained through the mirrored ATT&CK source bundle and object hash. The raw endpoint returns the exact object from the mirrored bundle when available.
External references and citations
MITRE external references are preserved separately from Glexia analysis so citations remain traceable to their original source records.
- [1]SecureList OpTriangulation 01Jun2023
Kuznetsov, I., et al. (2023, June 1). Operation Triangulation: iOS devices targeted with previously unknown malware. Retrieved April 18, 2024.
Open source URL - [2]mitre-attackC0054Open source URL
Source: MITRE ATT&CK®. © 2026 The MITRE Corporation. This work is reproduced and distributed with the permission of The MITRE Corporation. MITRE ATT&CK and ATT&CK are registered trademarks of The MITRE Corporation. Glexia is not affiliated with or endorsed by MITRE.
