The Seqrite Labs APT-Team has uncovered a complex cyber-espionage operation dubbed Swan Vector, targeting educational institutions and the mechanical engineering sector in Japan and Taiwan. This multi-stage malware campaign employs deceptive resume-themed lures and advanced techniques such as DLL sideloading, API hashing, and Google Drive C2 infrastructure to evade detection and deliver Cobalt Strike shellcode.
The attack begins with a ZIP archive named ζθ²·ε°¬ιζ΅ει‘θ³ζ_20250413 (6).rar, which translates to βOh My God Payment Flow Problem Data β 2025/04/13 (6)β. Inside, a malicious .LNK file masquerading as a PDF resume initiates the infection chain by executing a DLL implant (Pterois) through the Windows LOLBin rundll32.exe.
βThe ZIP contains a malicious LNK file namedβ¦ βDetailed Documentation of Withdrawal Delay Issues and Related Transaction Records.pdf.lnkβ, which is responsible for running the DLL payload masqueraded as a PNG file,β the report explains.

Once executed, Pterois performs API hashing to resolve system libraries and loads additional malware stages from Google Drive. Authentication is achieved via OAuth, and filenames are downloaded using hardcoded file IDsβappearing as legitimate Google traffic.
βIt uses a technique to abuse Google Drive as a command-and-control serverβ¦ allowing the implant to download additional payloads while appearing as legitimate traffic,β Seqrite states. The implant self-deletes using a delayed execution via cmd.exe and ping to erase forensic traces post-execution.
Next, a legitimate Windows binary (PrintDialog.exe) is used to sideload a malicious DLL (PrintDialog.dll, dubbed Isurus). This implant decrypts and executes an encrypted shellcode (from ra.ini) using direct syscalls and RC4 decryption.
βThis Isurus performs API resolution via hash along with shellcode extraction and loads and executes the shellcode in memory.β the report describes. This stage is critical in loading the final payload without invoking standard Windows API callsβevading endpoint detection.
The decrypted shellcode was confirmed to be a Cobalt Strike beacon, configured to inject into binaries like bootcfg.exe. The beacon communicates over HTTPS with a hardcoded C2 IP (52.199.49.4) using obfuscated HTTP headers and cookies.
βAvailable extracted beacon configuration confirm that the threat actor leveraged Cobalt Strike as a component of their intrusion toolkit,β says the report.
Seqriteβs analysis uncovered an extensive Google Drive C2 infrastructure associated with the email swsanavector42@gmail.com and a host of scheduled implants for future campaigns. Some binaries reference legitimate Windows and Python executables, suggesting future DLL sideloading against trusted apps like pythonw.exe, OneDriveFileLauncher.exe, and wmiapsrv.exe.
While full attribution remains uncertain, the campaign bears resemblance to activity linked with Winnti, Lazarus, and APT10, especially in its heavy use of DLL sideloading, evasive implants, and targeting of Japan and Taiwan.
βWe are attributing this threat actor to the East Asian geosphere with medium confidence,β the researchers conclude.
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