Darktrace Details SaaS Account Hijacks Using VPS Infrastructure

Summary
Darktrace describes suspicious SaaS activity across two customer environments, including rare VPS logins, inbox-rule manipulation, email deletion, and phishing-related behavior. The investigation suggests attackers used hijacked sessions to maintain access and conceal
Key points
- Darktrace reported suspicious activity in two customer environments, including logins from rare IP addresses associated with Hyonix and other VPS providers.
- In one case, logins from rare endpoints occurred close to legitimate user activity from distant locations, suggesting possible session hijacking.
- Attackers created new or obfuscated inbox rules and deleted emails, apparently to conceal phishing activity and maintain access.
- In the second environment, MFA was satisfied via token claims during anomalous logins; account recovery settings were also changed on some accounts.
- The investigation found outbound spam and suspicious DNS activity; a file associated with Splashtop was written to a domain controller, though its role was not confirmed.
- Darktrace said Autonomous Response was not enabled in either environment, so automated containment did not occur.
- The article includes IP indicators, detection-model names, and MITRE ATT&CK mappings for the observed techniques.
Article Details
- Attack Vectors
- Rare external logins from VPS-associated IP addresses were followed by anomalous mailbox activity, including inbox-rule creation and deletion of emails.
- The article says initial access in Case 1 was not directly observed and was likely achieved through phishing or account hijacking.
- In Case 2, multiple users logged in from rare endpoints, with MFA reported as satisfied via token claims.
- Attackers attempted to modify account recovery settings and used compromised accounts for outbound spam.
- Defensive Notes
- Monitor for improbable travel, rare login sources, concurrent sessions, unusual inbox-rule changes, email deletion, and account-recovery setting changes.
- The article says Darktrace Autonomous Response was not enabled in either customer environment; it states that enabling it could have blocked connections from unusual VPS endpoints.
Indicators of compromise
| Type | Indicator | Context |
|---|---|---|
| IPV4 | 103[.]131[.]131[.]44 | Hyonix IP used in login and MFA activity. |
| IPV4 | 103[.]211[.]53[.]84 | IP used in a security information update from a rare external source. |
| IPV4 | 103[.]75[.]11[.]134 | IP associated with Host Universal / Proton VPN and listed as an indicator in the investigation. |
| IPV4 | 104[.]168[.]194[.]248 | Rare login IP listed as an indicator in the investigation. |
| IPV4 | 162[.]241[.]121[.]156 | Rare IP explicitly associated with phishing. |
| IPV4 | 178[.]173[.]244[.]27 | Hyonix IP listed as an indicator in the investigation. |
| IPV4 | 193[.]32[.]248[.]242 | IP used in suspicious login activity and associated with Mullvad VPN. |
| IPV4 | 194[.]49[.]68[.]244 | IP associated with Hyonix ASN and listed as an indicator in the investigation. |
| IPV4 | 38[.]240[.]42[.]160 | IP associated with Hyonix ASN AS931 and listed as an indicator in the investigation. |
| IPV4 | 38[.]255[.]57[.]212 | Hyonix IP used during MFA activity. |
| IPV4 | 50[.]229[.]155[.]2 | Rare login IP listed as an indicator in the investigation. |
| IPV4 | 51[.]36[.]233[.]224 | IP used in suspicious login activity. |
| IPV4 | 91[.]223[.]3[.]147 | Mevspace IP used in multiple logins. |
| IPV6 | 2a02:748:4000:18:0:1:170b:2524 | Hivelocity VPS address used in multiple logins and MFA activity. |
MITRE ATT&CK
T1078 · Valid AccountsThe activity involved logins to user accounts from rare external endpoints, including accounts described as compromised.T1098.002 · Additional Email Delegate PermissionsAttackers created inbox rules to delete or redirect emails and conceal mailbox activity.T1566 · PhishingThe article describes phishing as a likely initial-access method in Case 1 and reports phishing-related activity from compromised accounts.
People
Vendors
DarktraceDarktrace’s investigation into Hyonix VPS abuseHivelocitysimilar login activity originating from Hyonix, as well as other VPS providers like Mevspace and Hivelocity. Multiple users logged in from rare endpoints, with Multi-Factor Authentication (MFA) satisfied viaHost UniversalVPS providers like Hyonix and Host Universal offer rapid setup and minimal open-source intelligence (OSINT) footprint, making detection difficult [1][2]. These services are not only fast to deploy but also affordable,HyonixVPS providers like Hyonix and Host Universal offer rapid setup and minimal open-source intelligence (OSINT) footprint, making detection difficult [1][2]. These services are not only fast to deploy but also affordable,MevspaceDarktrace observed similar login activity originating from Hyonix, as well as other VPS providers like Mevspace and Hivelocity. Multiple users logged in from rare endpoints, with Multi-Factor Authentication (MFA)
Products
Autonomous ResponseDarktrace’s Autonomous Response capability was not enabled in either customer environment during these attacks. As a result, no automated containment actions were triggered, allowing the attack to escalate withoutDarktrace / IDENTITYindicating improbable travel and reinforcing the likelihood of session hijacking. This triggered Darktrace / IDENTITY model “Login From Rare Endpoint While User Is Active”, which highlights potential credentialDarktrace / NETWORKfeaturing generic finance-related subject lines such as 'INV#. EMITTANCE-1'. At the network level, Darktrace / NETWORK detected DNS requests from a device to a suspicious domain, which began prior the observed email
Tools
Mullvad VPN• 193.32.248[.]242 – IP – Used in suspicious login activity / Mullvad VPNProton VPNlogins from rare external IPs associated with VPS providers, namely Hyonix and Host Universal (via Proton VPN). Darktrace recognized that these logins had occurred within minutes of legitimate user activity fromSplashtopanother device writing a file named 'SplashtopStreamer.exe', associated with the remote access tool Splashtop, to a domain controller. While typically used in IT support scenarios, its presence here may suggest