SilverFox APT Uses ValleyRAT in Attack on Japan

SilverFox APT Hits Japanese Manufacturer with Advanced ValleyRAT

HIGH
July 31, 2026
5m read
Threat ActorMalwarePhishing

Related Entities

Threat Actors

SilverFox

Products & Tech

QQTencent Cloud

Other

ValleyRATPDFCORE8.dll

Full Report

Executive Summary

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.


Threat Overview

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.


Technical Analysis

SilverFox's attack chain is multi-staged and complex, focusing heavily on defense evasion and persistence.

Attack Chain:

  1. Initial Access: The campaign starts with T1566.001 - Spearphishing Attachment or a link, leading to T1204.002 - Malicious File.
  2. Execution & Defense Evasion: The attackers use T1574.002 - DLL Side-Loading. They abuse legitimate executables ConvertToPDF.exe and PDFDirect.exe to load a malicious DLL named PDFCORE8.dll.
  3. Staging and Privilege Escalation: The PDFCORE8.dll is a modular payload that performs several actions:
  4. Persistence: The malware achieves persistence using a dual-layer architecture. The payload is stored in the system registry (T1112 - Modify Registry) and a loader ensures its execution, providing resilience if one component is removed.
  5. Command and Control: The final payload, ValleyRAT, establishes a C2 channel for remote access and data exfiltration.

Impact Assessment

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.


IOCs — Directly from Articles

No specific file hashes, IP addresses, or domains were provided in the source articles.


Cyber Observables — Hunting Hints

Security teams may want to hunt for the following patterns to identify this or similar activity:

Type
file_name
Value
PDFCORE8.dll
Description
The primary malicious DLL loader. Its presence alongside ConvertToPDF.exe is highly suspicious.
Context
File system monitoring, EDR logs.
Type
process_name
Value
ConvertToPDF.exe
Description
Monitor this process for unusual child processes or network connections.
Context
Process monitoring (Event ID 4688), EDR.
Type
file_name
Value
BootRepair.sys / EnPortv.sys
Description
Loading of these specific, known-vulnerable drivers is a strong indicator of compromise.
Context
EDR logs, kernel-level monitoring.
Type
registry_key
Value
(Monitor for large binary data)
Description
Monitor for large, unusual binary data blobs being written to unexpected registry keys.
Context
Registry monitoring tools, EDR.
Type
network_traffic_pattern
Value
Connections to QQ/Tencent Cloud
Description
Outbound connections to *.qq.com or *.qcloud.com from non-browser processes could indicate payload download.
Context
Proxy logs, DNS logs.

Detection & Response

Detection:

  • Endpoint Detection and Response (EDR): Deploy an EDR solution capable of detecting DLL sideloading. Create rules to alert on legitimate processes like ConvertToPDF.exe loading unsigned or abnormally named DLLs. This is a form of Process Analysis (D3-PA).
  • Driver Monitoring: Monitor for the loading of known vulnerable drivers. Maintain an allowlist of legitimate drivers and alert on any deviations.
  • Registry Auditing: Use security tools to monitor for large or executable content being written to the Windows Registry, a common persistence technique.

Response:

  1. Isolate: Isolate compromised endpoints to prevent lateral movement.
  2. Triage: Use EDR and forensic tools to identify all malicious components, including the loader DLL, registry payloads, and the final ValleyRAT backdoor.
  3. Eradicate: Remove all identified malicious files and registry keys. Re-image the system if the extent of the compromise is uncertain.

Mitigation

Immediate Actions:

  1. Email Filtering: Enhance email security gateways to block or quarantine emails with suspicious links or attachments, especially those with invoice-related themes.
  2. Application Control: Use application control solutions like AppLocker to restrict the execution of unauthorized executables and DLLs. This aligns with D3FEND's Executable Allowlisting (D3-EAL).

Strategic Recommendations:

  • Attack Surface Reduction: Harden endpoints by enabling Attack Surface Reduction (ASR) rules in Microsoft Defender to block common malicious behaviors, such as office applications creating executable content or process injection.
  • User Training: Train users to identify and report phishing emails. This is a critical first line of defense against campaigns like this.
  • EDR with Behavioral Blocking: Invest in an EDR solution that focuses on behavioral detection rather than just static signatures. This is key to catching novel techniques like the unhooking and process hijacking used by SilverFox.

Timeline of Events

1
July 31, 2026
This article was published

MITRE ATT&CK Mitigations

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:

D3FEND Defensive Countermeasures

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.

Sources & References

SilverFox Targets Japanese Manufacturer With Advanced ValleyRAT Campaign
Security Affairs (securityaffairs.com) July 31, 2026

Article Author

Jason Gomes

Jason Gomes

• Cybersecurity Practitioner

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.

Threat Intelligence & AnalysisSecurity Orchestration (SOAR/XSOAR)Incident Response & Digital ForensicsSecurity Operations Center (SOC)SIEM & Security AnalyticsCyber Fusion & Threat SharingSecurity Automation & IntegrationManaged Detection & Response (MDR)

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Tags

SilverFoxAPTValleyRATDLL SideloadingPhishingJapanManufacturing

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