The Chinese-speaking Advanced Persistent Threat (APT) group SilverFox is behind a new, sophisticated cyber-espionage campaign targeting a Japanese industrial manufacturing company. As reported by Cato CTRL, the attack chain demonstrates significant advancements in the group's tactics, techniques, and procedures (TTPs). The campaign leverages invoice-themed phishing lures, novel DLL sideloading techniques, and culminates in the deployment of a highly resilient, dual-layer version of the ValleyRAT remote access trojan. The use of multiple defense evasion and persistence mechanisms, including vulnerable kernel drivers and registry-based payload storage, underscores the group's determination to maintain long-term, stealthy access to its targets.
The attack begins with a classic spear-phishing email containing an invoice-themed lure. This lure directs the victim to download content from legitimate cloud services like QQ and Tencent Cloud to bypass initial security filters. The core of the intrusion involves abusing legitimate software to load malicious code, a technique designed to blend in with normal system activity. The ultimate goal is to install ValleyRAT, a backdoor that provides the attackers with full remote control over the compromised system for data exfiltration and further lateral movement.
SilverFox's attack chain is multi-staged and complex, focusing heavily on defense evasion and persistence.
Attack Chain:
T1566.001 - Spearphishing Attachment or a link, leading to T1204.002 - Malicious File.T1574.002 - DLL Side-Loading. They abuse legitimate executables ConvertToPDF.exe and PDFDirect.exe to load a malicious DLL named PDFCORE8.dll.PDFCORE8.dll is a modular payload that performs several actions:BootRepair.sys, EnPortv.sys) for privilege escalation, a form of T1068 - Exploitation for Privilege Escalation.T1562.001 - Disable or Modify Tools).T1055.012 - Process Hollowing).T1112 - Modify Registry) and a loader ensures its execution, providing resilience if one component is removed.The primary impact of this campaign is industrial espionage. By gaining persistent access to a manufacturer's network, SilverFox can steal valuable intellectual property, such as product designs, manufacturing processes, proprietary formulas, and business strategies. This theft can lead to significant financial loss and erosion of competitive advantage for the victim company. The compromise of a manufacturing firm could also potentially lead to operational disruption if the attackers choose to move from espionage to sabotage. The sophistication of the toolset indicates that SilverFox is a well-resourced actor capable of maintaining long-term, undetected access, making full remediation difficult and costly.
No specific file hashes, IP addresses, or domains were provided in the source articles.
Security teams may want to hunt for the following patterns to identify this or similar activity:
file_namePDFCORE8.dllConvertToPDF.exe is highly suspicious.process_nameConvertToPDF.exefile_nameBootRepair.sys / EnPortv.sysregistry_keynetwork_traffic_pattern*.qq.com or *.qcloud.com from non-browser processes could indicate payload download.Detection:
ConvertToPDF.exe loading unsigned or abnormally named DLLs. This is a form of Process Analysis (D3-PA).Response:
Immediate Actions:
Strategic Recommendations:
Use application control to prevent the execution of unauthorized DLLs and executables.
Mapped D3FEND Techniques:
Deploy EDR/AV solutions with behavioral detection to identify suspicious process chains like DLL sideloading.
Mapped D3FEND Techniques:
Train employees to recognize and report phishing attempts.
Harden systems to prevent the loading of vulnerable drivers.
Mapped D3FEND Techniques:
Implement a strict application control policy using a tool like Windows Defender Application Control (WDAC) or AppLocker. This policy should be configured in an enforcement mode that prevents the loading of unauthorized or unsigned DLLs. Specifically for this threat, a rule should be created to prevent the legitimate 'ConvertToPDF.exe' and 'PDFDirect.exe' processes from loading any DLLs that are not part of their standard, signed installation. This directly breaks the attack chain at the DLL sideloading stage. Furthermore, a broader policy should prevent the loading of known vulnerable drivers like 'BootRepair.sys' and 'EnPortv.sys' across the enterprise. While building and maintaining an allowlist requires an initial investment in baselining, it is one of the most effective controls against malware that relies on executing unauthorized code, including sophisticated RATs like ValleyRAT.
Leverage an Endpoint Detection and Response (EDR) solution to perform advanced process analysis and behavioral monitoring. Configure detection rules to specifically hunt for the TTPs used by SilverFox. For example, create a high-severity alert for when a process like 'ConvertToPDF.exe' spawns a child process (e.g., 'cmd.exe', 'powershell.exe') or makes an outbound network connection, as this is anomalous behavior. Additionally, monitor for processes that attempt to load vulnerable drivers or terminate security tools. EDRs can also detect API unhooking techniques. By focusing on the sequence of behaviors—a legitimate process loading an unsigned DLL, which then attempts to escalate privileges and terminate defenses—security teams can create a high-fidelity detection that is resilient to changes in malware file names or hashes.

Cybersecurity professional with over 10 years of specialized experience in security operations, threat intelligence, incident response, and security automation. Expertise spans SOAR/XSOAR orchestration, threat intelligence platforms, SIEM/UEBA analytics, and building cyber fusion centers. Background includes technical enablement, solution architecture for enterprise and government clients, and implementing security automation workflows across IR, TIP, and SOC use cases.
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Every tactic, technique, and sub-technique used in this threat has been identified and mapped to the MITRE ATT&CK framework for consistent, actionable threat language.
Observables and indicators of compromise (IOCs) have been extracted and cataloged. Risk has been assessed and correlated with known threat actors and historical campaigns.
Detection rules, incident response steps, and D3FEND-aligned mitigation strategies are included so your team can act on this intelligence immediately.
Structured threat data is packaged as a STIX 2.1 bundle and can be visualized as an interactive graph — relationships between actors, malware, techniques, and indicators.
Sigma detection rules are derived from the threat techniques in this article and can be converted for deployment across any major SIEM or EDR platform.