Darktrace’s Mid-Year Review Finds AI-Enabled Phishing, SaaS Ransomware and Ongoing Vulnerability Exploitation

Summary
Darktrace’s review of the first half of 2025 reports 12.6 million malicious emails, recurring ClickFix campaigns, ransomware and SaaS account abuse, and exploitation of internet-facing vulnerabilities, including Cityworks before public disclosure.
Key points
- Darktrace detected more than 12.6 million malicious emails from January through May 2025; over 25% of phishing emails targeted VIP users, and 32% contained high volumes of text.
- ClickFix campaigns seen in March and April tricked users with fake CAPTCHAs into running malicious PowerShell, delivering payloads such as information stealers.
- Attackers used compromised credentials to access networks through exposed RDP and VPN services and compromised SaaS accounts; ransomware activity increasingly targeted SaaS environments.
- Darktrace observed exploitation of SimpleHelp vulnerabilities CVE-2024-57727 and CVE-2024-57728 in March, despite patches being available since January.
- The review reports signs of CVE-2025-0994 exploitation against Trimble Cityworks as early as January 19, before public disclosure on February 6.
- Observed threats also included BlindEagle, a China-linked LapDogs campaign, Raspberry Robin, AsyncRAT, Gh0st RAT, Amadey and Stealc.
- The review highlights the continuing risks of delayed patching and weak identity protections, and notes that the Lumma Stealer takedown in May did not eliminate the threat.
Article Details
- Publisher
- Darktrace
- Report Period
- 2025-01-01 to 2025-06-30
- Scope
- Threat activity observed across Darktrace customer deployments, including cloud-hosted Darktrace / EMAIL model data.
- Key Statistics
- Darktrace detected over 12.6 million malicious emails from January through May 2025.
- Over 25% of phishing emails in the first five months of 2025 targeted VIP users.
- More than 100,000 QR code-based phishing emails were detected in February 2025; the originally reported figure was corrected.
- In the first five months of 2025, 32% of phishing emails contained a high volume of text.
- Recommendations
- Invest in anomaly-based detection to identify deviations in user and system behavior, including novel threats.
- Strengthen identity management practices and continuously monitor SaaS accounts.
- Improve patch management cycles for internet-facing and remote-management technologies.
Indicators of compromise
| Type | Indicator | Context |
|---|---|---|
| HOSTNAME | 4j[.]pm | Listed as a Raspberry Robin C2 server. |
| HOSTNAME | 4xq[.]nl | Listed as a Raspberry Robin C2 server. |
| HOSTNAME | 8t[.]wf | Listed as a Raspberry Robin C2 server. |
| HOSTNAME | dynamic[.]serveftp[.]net | Listed as a likely AsyncRAT C2 server. |
| HOSTNAME | erp[.]ranasons[.]com | Listed as a possible destination for exfiltration in the SimpleHelp RMM exploitation case. |
| HOSTNAME | lu[.]dssiss[.]icu | Listed as a likely Gh0stRAT C2 server. |
| HOSTNAME | microsoft-download[.]ddnsfree[.]com | Listed as a likely AsyncRAT C2 server. |
| HOSTNAME | pruebas[.]pintacuario[.]mx | Listed as a possible C2 server in the SimpleHelp RMM exploitation case. |
| HOSTNAME | vpnl[.]net | Listed as a likely AsyncRAT C2 server. |
| HOSTNAME | windows-cam[.]casacam[.]net | Listed as a likely AsyncRAT C2 server. |
| HOSTNAME | www[.]northumbra[.]com | Listed as a Command and Control (C2) server for the LapDogs ORB network. |
| IPV4 | 103[.]106[.]230[.]31 | Listed as a C2 server for the LapDogs ORB network, observed in December 2024. |
| IPV4 | 103[.]131[.]189[.]2 | Listed as a C2 server for the LapDogs ORB network, observed in December 2024 and June 2025. |
| IPV4 | 143[.]110[.]243[.]154 | Listed as a likely destination for exfiltration in the SimpleHelp RMM exploitation case. |
| IPV4 | 144[.]217[.]181[.]205 | Listed as a likely C2 server in the SimpleHelp RMM exploitation case. |
| IPV4 | 154[.]223[.]20[.]56 | Listed as a possible C2 server for the LapDogs ORB network, observed in December 2024. |
| IPV4 | 157[.]20[.]182[.]16 | Listed as a likely AsyncRAT C2 server. |
| IPV4 | 158[.]220[.]96[.]15 | Listed as a likely AsyncRAT C2 server. |
| IPV4 | 163[.]172[.]125[.]253 | Listed as a likely AsyncRAT C2 server. |
| IPV4 | 185[.]81[.]157[.]19 | Listed as a likely AsyncRAT C2 server. |
| IPV4 | 194[.]28[.]226[.]181 | Listed as a likely GhostSocks C2 server. |
| IPV4 | 195[.]82[.]147[.]98 | Listed as an Amadey C2 server. |
| IPV4 | 207[.]231[.]105[.]51 | Listed as a likely AsyncRAT C2 server. |
| IPV4 | 213[.]183[.]63[.]41 | Listed as a C2 server in the SimpleHelp RMM exploitation case. |
| IPV4 | 38[.]60[.]214[.]23 | Listed as a possible C2 server for the LapDogs ORB network, observed in January and February 2025. |
| IPV4 | 88[.]209[.]248[.]141 | Listed as a likely AsyncRAT C2 server. |
| IPV4 | 95[.]217[.]34[.]113 | Listed as a likely AsyncRAT C2 server. |
| MD5 | 02aa02aee2a6bd93a4a8f4941a0e6310 | Listed as a possible additional Gh0stRAT payload. |
| MD5 | 5ea622c630ef2fd677868cbe8523a3d5 | Listed as a possible additional Gh0stRAT payload. |
| MD5 | 69549862b2d357e1de5bab899ec0c817 | Listed as a possible additional Gh0stRAT payload. |
| MD5 | 9d33029eaeac1c2d05cf47eebb93a1d0 | Listed as a possible additional Gh0stRAT payload. |
| MD5 | f42aa5e68b28a3f335f5ea8b6c60cb57 | Listed as a possible additional Gh0stRAT payload. |
| MD5 | f891c920f81bab4efbaaa1f7a850d484 | Listed as a possible additional Gh0stRAT payload. |
| SHA1 | 03287a15bfd67ff8c3340c0bae425ecaa37a929f | Listed as a possible additional Gh0stRAT payload. |
| SHA1 | 1473292e1405882b394de5a5857f0b6fa3858fd1 | Listed as a possible additional Gh0stRAT payload. |
| SHA1 | 20189164c4cd5cac7eb76ba31d0bd8936761d7a7 | Listed as a possible additional Gh0stRAT payload. |
| SHA1 | 8e9dec3b028f2406a8c546a9e9ea3d50609c36bb | Listed as a possible additional Gh0stRAT payload. |
| SHA1 | aa5a5d2bd610ccf23e58bcb17d6856d7566d71b9 | Listed as a possible additional Gh0stRAT payload. |
| SHA1 | fea1e30dfafbe9fa9abbbdefbcbe245b6b0628ad | Listed as a possible additional Gh0stRAT payload. |
CVE
CVE-2024-57727and Exposures (CVEs), including the Medusa ransomware group’s use of the SimpleHelp vulnerabilities: CVE-2024-57727 and CVE-2024-57728 in March, despite patches being made available in January [2].CVE-2024-57728including the Medusa ransomware group’s use of the SimpleHelp vulnerabilities: CVE-2024-57727 and CVE-2024-57728 in March, despite patches being made available in January [2].CVE-2025-0282CVE-2025-0282, Ivanti Connect Secure & Ivanti Policy SecureCVE-2025-0283- CVE-2025-0282 and CVE-2025-0283 – Ivanti CS, PS and ZTACVE-2025-0994CVE-2025-0994, Trimble CityworksCVE-2025-31324CVE-2025-31324, SAP NetWeaverCVE-2025-4427CVE-2025-4427 & CVE-2025-4428, Ivanti Endpoint Manager Mobile (EPMM)CVE-2025-4428CVE-2025-4427 & CVE-2025-4428, Ivanti Endpoint Manager Mobile (EPMM)
People
Emma FoulgerCredited as Global Threat Research Operations Lead.Eugene ChuaCredited as Principal Cyber Analyst & Analyst Team Lead.Justin TorresCredited as Senior Cyber Analyst.Matthew JohnCredited as Director of Operations, SOC.Nahisha NobregasCredited as Senior Cyber Analyst.Nathaniel JonesCredited as VP, Security & AI Strategy, Field CISO.Nicole WongCredited as Principal Cyber Analyst.Ryan TraillCredited as Analyst Content Lead.Sam ListerCredited as Specialist Security Researcher.
Threat Actors
APT-C-36Named in the article as an alternate designation for BlindEagle.BlindEagleObserved targeting Darktrace customers in Latin America; the article also names it as APT-C-36.LynxRansomware group appearing multiple times in cases across Darktrace's customer base.MedusaRansomware group reported exploiting SimpleHelp vulnerabilities in March.QilinRansomware group appearing multiple times in cases across Darktrace's customer base.RansomHubRansomware group appearing multiple times in cases across Darktrace's customer base.Scattered SpiderThreat actor referenced in Darktrace's analysis of varying ransomware-related techniques.
Malware
AmadeyIn April multiple cases of MaaS were observed in Darktrace’s customer base, with information stealers Amadey and Stealc, as well as GhostSocks being distributed as a follow up payload after an initial Amadey infection.AsyncRATRATs also remain a threat, with examples like AsyncRAT and Gh0st RAT impacting Darktrace customers.Auto-Colorsophistication has been observed within specific malware functionality - such as the malicious backdoor Auto-Color, which has now been found to employ suppression tactics to cover its tracks if it is unable to completeGh0st RATRATs also remain a threat, with examples like AsyncRAT and Gh0st RAT impacting Darktrace customers.GhostSocksIn April multiple cases of MaaS were observed in Darktrace’s customer base, with information stealers Amadey and Stealc, as well as GhostSocks being distributed as a follow up payload after an initial Amadey infection.LAMEHUGThe evolving functionality of malware, such as the recently reported LameHug malware by CERT-UA, which uses an open-source LLM, exemplifies this observation [1].Lumma Stealerthan ever. Cyber defenders collaborate to combat these threats – the coordinated takedown of Lumma Stealer in May was a notable win for both industry and law-enforcement [7], however OSINT suggests that thisRaspberry RobinThe Raspberry Robin worm... First seen in 2021, has been repeatedly identified within Darktrace’s customer base since 2022. Most recently, Darktrace’s Threat Research team identified cases in April and May this year.StealCIn April multiple cases of MaaS were observed in Darktrace’s customer base, with information stealers Amadey and Stealc, as well as GhostSocks being distributed as a follow up payload after an initial Amadey infection.
Vendors
DarktraceThe following is a retrospective of the first six months of 2025, highlighting key findings across the threat landscape impacting Darktrace customers.IvantiCVE-2025-0282, Ivanti Connect Secure & Ivanti Policy SecureMicrosoftmicrosoft-download.ddnsfree[.]com – Hostname – Likely C2 serverSAPCVE-2025-31324, SAP NetWeaverSimpleHelpknown Common Vulnerabilities and Exposures (CVEs), including the Medusa ransomware group’s use of the SimpleHelp vulnerabilities: CVE-2024-57727 and CVE-2024-57728 in March, despite patches being made available inTrimbleCVE-2025-0994, Trimble Cityworks
Products
Darktrace / EMAILThe above email statistics are derived from analysis of monitored Darktrace / EMAIL model data for all customer deployments hosted in the cloud between January 1 and May 31, 2025.Ivanti Connect SecureCVE-2025-0282, Ivanti Connect Secure & Ivanti Policy SecureIvanti Endpoint Manager Mobile (EPMM)CVE-2025-4427 & CVE-2025-4428, Ivanti Endpoint Manager Mobile (EPMM)Ivanti Policy SecureCVE-2025-0282, Ivanti Connect Secure & Ivanti Policy SecureSalesforceless protected than traditional systems because of Single Sign-On (SSO). Additionally, platforms like Salesforce often host sensitive data, including emails, financial records, customer information, and networkSAP NetWeaverCVE-2025-31324, SAP NetWeaverSimpleHelp Remote Monitoring & Management (RMM)CVE-2024-57727 & CVE-2024-57728, SimpleHelp Remote Monitoring & Management (RMM)Trimble CityworksCVE-2025-0994, Trimble Cityworks
Tools
FlowerStormThe rise of phishing kits like FlowerStorm and Mamba2FA, which enable phishing and abuse users’ trust by mimicking legitimate services to bypass multi-factor authentication (MFA), highlight how the barriers to entry forMamba2FAThe rise of phishing kits like FlowerStorm and Mamba2FA, which enable phishing and abuse users’ trust by mimicking legitimate services to bypass multi-factor authentication (MFA), highlight how the barriers to entry for
Countries
Industries
GovernmentDarktrace observed campaign activity during the first half of 2025 across a range of sectors, including Government, Healthcare, Insurance, Retail and, Non-profit.HealthcareDarktrace observed campaign activity during the first half of 2025 across a range of sectors, including Government, Healthcare, Insurance, Retail and, Non-profit.InsuranceDarktrace observed campaign activity during the first half of 2025 across a range of sectors, including Government, Healthcare, Insurance, Retail and, Non-profit.Non-profitDarktrace observed campaign activity during the first half of 2025 across a range of sectors, including Government, Healthcare, Insurance, Retail and, Non-profit.RetailDarktrace observed campaign activity during the first half of 2025 across a range of sectors, including Government, Healthcare, Insurance, Retail and, Non-profit.