Observations of “Japanese Malspam” in 2026 Q1: Analysis of Emails Delivering ValleyRAT

This post is also available in: 日本語

Background

As part of our efforts to track various threats targeting Japan, we continuously monitor and analyze suspicious emails with Japanese subject lines and body text. Between December 2025 and March 2026, we observed multiple types of Japanese Malspam targeting several organizations in Japan. Unlike spear-phishing emails, which are highly tailored to specific organizations or individuals, Malspam typically uses content to trick a wide range of recipients into opening attachments or links without hesitation.

This article introduces the Japanese Malspam trends observed during this period, with a particular focus on campaigns delivering ValleyRAT (also known as Winos 4.0), a malware family that continues to demonstrate various evolving techniques. We hope these insights will be helpful to Japanese organizations and reinforcing their cybersecurity defenses.

Overview of the Observation

The Japanese Malspam we observed included the following lures:

  • Spoofed Microsoft Teams notification
  • Spoofed successful bid notification
  • Spoofed tax-related content
  • Spoofed company executives’ messages

Among the Malspam we observed, over half of the cases were related to ValleyRAT. In the next section, we will focus on Malspam associated with ValleyRAT and share some representative examples.

Japanese Malspam Delivering ValleyRAT

During our observation period, Malspam campaigns delivering ValleyRAT frequently rotated their email lures and delivery mechanisms to evade detection.

While many threat actors tend to rely on established methods once adopted, emails associated with ValleyRAT stand out for varying not only their email lures, but also the underlying infrastructure such as the malicious links and overall delivery mechanisms.

Broadly speaking, ValleyRAT delivery methods can be classified into three types.

  • Type 1: Link-Based Malspam (Abuse of Legitimate Websites)
  • Type 2: Link-Based Malspam (Use of Malicious Websites)
  • Type 3: Attachment-Based Malspam

Type 1 involves ValleyRAT being hosted on legitimate websites used by the attacker. We found four legitimate websites related to this campaign.

Abusing github[.]com

GitHub is an online platform for hosting and managing source code. The actors use the service to host malware and redirect users by clicking “書類をダウンロードする(translation: download document)” in the email body shown in Figure 1.

Figure 1. Type1 Malspam regarding Tax document confirmation

This email impersonates the National Tax Agency's electronic filing and payment system and prompts recipients to download “2025年分の税務署類 (確定申告書類)” (translation: Tax document for 2025 (final tax return document)).

Abusing myqcloud[.]com

This is an official domain of Tencent Cloud which is a cloud storage service. This service is also used by attackers. Several relevant emails have been observed as follows.

Figure 2. Type1 Malspam regarding data report

The first example email, impersonating a company representative, encourages the recipient to download and review the data report at the provided link as an urgent notice for internal coordination purposes.

Figure 3. Type 1 Malspam regarding dismissal notification

The second email also pretends to be from a company representative, but it prompts recipients to download “解雇通知書” (translation: Notice of Dismissal, correctly read as “kaiko tsuuchisho”), which is accompanied by the incorrect reading “かいことうちしょ” (“kaiko touchisho”).

Figure 4. Type1 Malspam regarding business planning

The third email is very similar to above. It urges recipients to download a file to confirm “details regarding our business planning.”

gofile[.]io abuse case
Gofile is an online storage service.

Figure 5. Type1 Malspam regarding salary revision

The first example email abusing GoFile, falsely claims to be from the Human Resources Department. It states that recipient's excellent job performance and contributions have led to a salary revision and asks recipient to review the details in the file linked in the message.

Figure 6. Type1 Malspam regarding tax refund

The second email impersonates the National Tax Agency informing the refund of individual resident Tax. The refund flow is written in the email body, instructing recipients to fill in the necessary information for the procedure in the file available at the provided link.

limewire[.]com abuse case

LimeWire is a file-sharing platform likely mentioned above.

Figure 7. Type1 Malspam regarding invoice issuance

The first email abusing LimeWire poses as a company and urges recipients to confirm an invoice via the provided URL.

Figure 8. Type1 Malspam regarding business planning

The second email pretends to be from a company representative. It includes a URL in the body, urging the recipient to confirm the details of a business planning.

Type 2 features ValleyRAT being hosted on a malicious website, which prompts recipients to download it by posing as an organization or company representative.

yyqxjp[.]vip

Figure 9. Type2 Malspam regarding tax audit

The email in Figure 9 claims to be from the National Tax Agency and concerns a prior notice of a tax audit based on the National Tax General Rules Act. The email content incudes the details of this audit and instructs the recipient to download preparation materials by clicking “調査関係資料(PDF)ダウンロード”(translation: Download investigation-related document (PDF)), which redirects users to a website posing as the Japanese government.

freerockstargames[.]in

Figure 10. Type2 Malspam regarding dismissal notification

The email in Figure 10 is a dismissal notification sent by spoofed company representatives, prompting recipients to check the details from the URL, which leads to the download of a malicious file. The “解雇通知書” (translation: Notice of Dismissal) written in the message is accompanied by the incorrect reading “かいことうちしょ” (“kaiko touchisho”).

twitchtvgame[.]in

Figure 11. Type2 Malspam regarding individual performance bounuses

The email in Figure 11, posing as a company representative, informs recipient of the payment of individual performance bonuses and urges them to access the URL and download a file for more information.

xjvbn[.]com

Figure 12. Type2 Malspam regarding individual performance bonuses

This email also contains the same content as the previous one. However, unlike the previous example, this email is sent from impersonated human resources department.

Type 3: Attachment-Based Malspam

Type 3 utilizes email attachments that appear to be legitimate document to deliver ValleyRAT to recipients.

Figure 13. Type2 Malspam regarding electronic invoice issuance

The email shown above, sent from spoofed customer services, urged recipients to open and confirm the attached "電子請求書発行のお知らせ"(translation: Notice of Electronic Invoice Issuance).

Objectives Behind the Use of Different Email Types

The previously mentioned three types of delivery method, appearing to serve a specific strategic purpose for the attackers.

Since Type 1 delivery method uses legitimate domains, attackers use it to bypass web filtering and hinder recipients from recognizing them as malicious.

Unlike Type 1 delivery method, Type 2 uses a malicious website prepared by the attacker for use in the Malspam campaign. The domain used in this are newly registered and often have little or no reputation. Therefore, attackers use this to target environments that restrict access to legitimate storage services such as those discussed above.

In the Type 3 delivery method, malware disguised as a legitimate document is attached directly to the email. This reduces the number of steps required for the user to open the file. Therefore, attackers use this method to increase the likelihood that users will inadvertently execute the malware without realizing its malicious nature.

While the objectives of these three methods vary, the emails showed consistent X-Mailer values, suggesting that the sender's mail clients or environments are highly similar.

The observed X-Mailer value included likely:

  • Supmailer
    • 46.0.0
    • 46.0.3
    • 47.0.0
  • Two random strings followed by a number
    • Example: Qywri Tojqirsy 1.0

Additionally, analysis of the “Env-From” field revealed that while some emails impersonated company representatives by name, the sender addresses themselves were not spoofed. Nearly all used free email addresses such as the following:

  • hotmail[.]com
  • gmail[.]com
  • outlook[.]com

From our current findings, we cannot definitively determine whether these similarities and variations in delivery methods suggest separate attacker groups or a common platform.

Malware Delivery Techniques

Some of the observed Malspam used various techniques, which are detailed below.

Multi-Stage Redirects

In some cases, links embedded in the email body trigger a distinctive redirection flow. Specifically, the destination URL is encoded in the URL path, and when the site is accessed, the encoded string is decoded and used to redirect the user.

Here is an example of a URL which was embedded in the actual Malspam we received.

 hxxps://kzg2b[.]com/mLzE0MDEyOS9kMjIzNjExZWVhOT/fAwZGJlNzIxMS8xNT/ng2Ni9kbXRyYWNrOmh0dHBz/eJTNBJTJGJTJGcX/fIucGFwcy5qcCUyRmpaQlZM[.]html 

Accessing this URL initiates the following redirection chain, ultimately leading to the download of ValleyRAT.

[1]kzg2b[.]com
[2]qr[.]paps[.]jp
[3]nta-go[.]work
[4]megaiptv[.]net(Downloads ValleyRAT)

Among the websites in the redirection sequence, qr.paps[.]jp is the only legitimate one, which is a URL shortening and QR code generation service, while the other URLs points to malicious websites.

The process below reconstructs the encoded destination URL(qr.paps[.]jp) embedded in the initial URL:

[1]Retrieve the URL path string.
[2]Split the string using “/” as the delimiter, remove the first character of each segment, and concatenate the remaining characters.
[3]Replace the first occurrence of “-” with “+” and the first occurrence of “_” with “/”.
[4]If the resulting string length is not a multiple of 4, add “=” padding.
[5]Base64-decode the string.
[6]Extract the portion beginning with dmtrack: as the destination URL and redirect the user to it.
[7]If the process fails, redirect the user to hxxp://www[.]cy-email[.]com.

Fig14. URL decoding process

Fig15. Decoding using CyberChef

The figure below shows the result of retrieving the HTTP status of qr.paps[.]jp/jZBVL. It indicates that this URL is configured to redirect to the next destination nta-go[.]work.

Fig16. Redirect settings for qr.paps[.]jp/jZBVL

These multi-stage redirection chain is likely intended to evade detection mechanisms, such as email sandboxing and URL analysis.

ValleyRAT primarily consists of .exe and .dll components, but these are rarely distributed directly. Instead, they are typically delivered within other file formats, such as archive or disk image files.

  • Executable file
    • .exe
    • .dll
    • .msi
  • Archive file
    • .zip
    • .rar
  • Disk image file
    • .iso
    • .img

While these archive and disk image files may seem like standard formats for storing and distributing data. However, they are often abused to evade detection by concealing executable files, making users more likely to open and run them without suspicion.

Masquerading as a Legitimate Procedure

Many of the Malspam were related to taxes, and some impersonated the National Tax Agency. In these cases, not only the email body but also the redirection destinations and their web content were designed to appear legitimate.

Fig 17. A malware distribution site impersonating the National Tax Agency website

The figure above shows a spoofed National Tax Agency Corporate Number Publication website hosted on ntagoji[.]com, which reuses the source code of the legitimate website, houjin-bangou.nta.go[.]jp. When a user visits this fake website, a pop-up window appears, prompts the user to download a file to confirm "きぎょうだいいちしはんき税制上の優遇措置" (translation: First-Quarter Tax Incentives for Companies). Clicking the download button on the left initiates the download of malware, while clicking the cancel button on the right redirects the user to the legitimate National Tax Agency website. This redirection behavior is likely intended to make the site appear more legitimate and reduce user suspicion.

Other Types of Japanese Malspam

In addition to the Malspam mentioned in previous sections, we observed several other samples that are unrelated to ValleyRAT and have different characteristics. The example shown below has unique email body, pretends to be a successful bid notification from the Cabinet Office.

Figure 18. Malspam regarding successful bid notification

In this email, numerous blank lines are inserted immediately after the Japanese body text, followed by unrelated German and English text at the bottom. This structure is likely an evasion technique employed by the attacker, who appears to understand spam filter behavior well and aims to exploit detection logic such as Bayesian filtering.

Countermeasures

Many of the Japanese Malspam that we observed bypassed standard spam filtering rules.

It is difficult to create filtering rules that completely block these emails. Organizations should therefore alert users to the possibility of receiving such emails and encourage them to exercise caution. In addition, they should obtain information on malware sources and communication destinations and block access to legitimate websites that are not required for business operations.

Furthermore, because disk image files—such as those discussed in the section4 on “Malware Distribution Techniques”—can be mounted natively in Windows 10 and later, disabling their default file associations is an effective measure if they are not required for business purposes. This is also an effective countermeasure against other types of malware emails.

Additionally, since ValleyRAT uses a proprietary protocol for socket-based communication on specific ports (such as 1234, 6666, and 8888), blocking and monitoring these ports are also effective counter measures.

Conclusion

In this article, we introduced Japanese Malspam that we observed from December 2025 to March 2026. Although we identified certain trends and differences in the Malspam we received, this was not sufficient to definitively determine the attackers’ attributes or platforms.

As a blue team, we reguraly monitor and analyze Japanese Malspam to catch early signs of new threats—such as Emotet, which caused significant damage in Japan—as early as possible. By steadily strengthening our countermeasures, we aim to respond quickly and keep risks to a minimum whenever new threats appear.

The information presented here represents only part of our findings, but we hope it will help organizations assess their current situation and consider appropriate countermeasures.

Appendix

Subject File SHA256
メッセージ概要: ボイスメールと未読メッセージがあります—詳細はTeamsでご確認ください—#REF-[Alphanumeric] MicrosoftTeamsBusinessDC_2025.004.41033_Stable20671.exe d79da8d1a65c6d93a08be02c8d347164129536c4398c9e07d92173de85e2a3e5
Re:内閣府落札通知 sdyrt.vbs ea2385703e20bd38ba66cc9114951066f82e7693429e1f0c2be6c4e3ccd25749
Re:内閣府落札通知 Modere.exe b4538b454d1f1569fc670149e3b364f51415ef65449cd1363a5464b292d83215
税務書類のご確認のお願い 税務調査表.zip 292f4f0397292510e7817f328b8fc69d8aa5e1f5dff00ca176961efed5942ed9
税務書類のご確認のお願い 税務調査表.exe f28937dfad91851338210021a0a015ddc1cd16c053115444e8c07ef4a6a31ff6
税務調査事前通知書 査察の詳細です.zip 3f79fe91e67c5477b450e82cf51d21af15dbb96c5d663912647c8f3de147e0cd
税務調査事前通知書 査察の詳細です.exe 00e0e5821096b5bd36bbc2f4c872ed859fb99fdd95a7b4a65eade26fd2aa2022
税務調査事前通知書 fusion.dll 8597faea1e71e44803b503913e399006626b9f70b54815f20b779b39befa592b
   データレポート.rar 459e1dc3d09eb800e6367dc7833f38f7adbb9510ea70fa490a76d9b64bd1d9f6
   データレポート.exe facf78d474b66ed821288db41fa6ad8a7b6f30650eb12127cb3e9a3cc6146116
[Organization Name] 解雇通知書(かいことうちしょ).zip 4a1b74163098cb85dd91c7eea3d4133005664076529ec26138fce15c322bf926
[Organization Name] 解雇通知書(かいことうちしょ).exe 6243e3e29e2178361437e59cca8c1f19d9ecf25b44ea31f7b2159871c317572a
[Organization Name]【人事異動・給与改定について】 【人事異動・給与改定について】.rar b97e05b3367614b444893995ecda3ae5f64d8c9bdc5c375c493f12b26b5335d1
[Organization Name]【人事異動・給与改定について】 【人事異動・給与改定について】.exe facf78d474b66ed821288db41fa6ad8a7b6f30650eb12127cb3e9a3cc6146116
[Organization Name]【人事異動・給与改定について】 vulkan-1.dll 204c9a0c12c06a129894aeec66f746185e81a5e8f5f5171d5ac462c998332cf5
[Organization Name] 解雇通知書かいことうちしょ.zip 167657b8ca40097ba64145ad37603a6dc32591e72204993b05396d6aabe46f7f
[Organization Name] クリックして閲覧.exe 7b7eea76cb5309e373089984f77d914d7c5026e0019821c9ef5858c2a2ebafcb
[Organization Name]【人事異動のお知らせ】 【人事異動・給与改定について】.zip 4bbb0a2ffafe6043860e41c12ba1c0e1dd9f1486cc6f1487d7053043233f8a72
[Organization Name]【人事異動のお知らせ】 【人事異動・給与改定について】.exe cdcb7126e18b31023afb3c3d42e48bd9bb108cad4f87490be317a3e40e70b736
[Organization Name]【人事異動のお知らせ】 sqlite3.dll 6b51a17dca3211a3d72e7534977db4bb57c97940a22e8fa7e609a2350ca3c5b0
[Organization Name]【人事異動のお知らせ】 【人事異動・給与改定について】.rar de7aa97b5aff8cba74399b046e17e6aba7ee8ecc0e8aa4cf69ff61e036b85d59
[Organization Name]【人事異動のお知らせ】 【人事異動・給与改定について】.exe cdcb7126e18b31023afb3c3d42e48bd9bb108cad4f87490be317a3e40e70b736
[Organization Name] 東京本社 請求書.zip 3953debad2f0ee2eed1051297e6338de55dd664e6a49ceb3e37ec12391a0f0d1
[Organization Name] 東京本社 請求書.zip 56d3315bb14f4218fb19710dc9b88fec8da96c89e97de2d486dbb692e3b23241
[Organization Name] 東京本社 請求書.exe facf78d474b66ed821288db41fa6ad8a7b6f30650eb12127cb3e9a3cc6146116
[Organization Name] 東京本社 vulkan-1.dll 204c9a0c12c06a129894aeec66f746185e81a5e8f5f5171d5ac462c998332cf5
[Organization Name] 東京本社 vulkan-1.dll 65075f43d54ec33b0b2be5ce90b2b0baca140db6c9ba25e49d2ecf35d9af79d7
[Executive’s Name][Organization Name] 給与補助(きゅうよほじょ).zip a14b222f2a78a453c96d8bafbec5986fedef379d72eccf998a298ac158aa1edb
[Executive’s Name][Organization Name] クリックして閲覧.exe d19d7ed601a19e2258060d66db845962df40d613eb5d9ee861df7c518bcc4983
電子請求書発行のお知らせ setup.exe 12862325902b7cea4aa28d15582fb2c62b57de3a53760f9abed655b089a4d76a
[Executive’s Name][Organization Name] 給与補助(きゅうよほじょ).rar 53615a73ed6f8cceceeec3944c788dee2a1818a7c572ece84efe7a1c49ba14c2
[Executive’s Name][Organization Name] クリックして閲覧.exe facf78d474b66ed821288db41fa6ad8a7b6f30650eb12127cb3e9a3cc6146116
[Executive’s Name][Organization Name] vulkan-1.dll 3c276b1cf7be42d1ea3cb64a7d54f36fc3c249d0b8ceeae1ea02b65c08adb392
【e-Tax】個人住民税還付のお知らせ(クレジットカード返金) e-tax.zip a9f19f4e02fe863fccd46d0be1ee73a4f17ffbc4126a8ba9bc63d6acf4ba68c9
【e-Tax】個人住民税還付のお知らせ(クレジットカード返金) (国税電子申告・納税システム).exe 0a1fd68a1fbab226ed926977f89df6621713aac36da7ee076a30db99d8be4c5c
【e-Tax】個人住民税還付のお知らせ(クレジットカード返金) Secur32.dll c98ae9a9f437ac322a231da751ee94b0ce5d6d199330cdd6a31c324747d2760f
[Executive’s Name] データレポート.rar 459e1dc3d09eb800e6367dc7833f38f7adbb9510ea70fa490a76d9b64bd1d9f6
[Executive’s Name] データレポート.exe facf78d474b66ed821288db41fa6ad8a7b6f30650eb12127cb3e9a3cc6146116
[Executive’s Name] vulkan-1.dll fa22e94a98d19959c82580dc1cafcfc6ec762ed57dea9f48e3b7d0f9279a8cce
【重要通知】賞与に関する新着情報があります 解凍してご確認ください.zip f543dcf4f178e464c7b4dc24b463272417d8ada2a7d3a832e177f37e64f10cbd
【重要通知】賞与に関する新着情報があります [String] - 20260327003703.exe 02698279d30b2d95f571ba613c80980a84574f3b334eafe0c8d2c0839be90e89
【重要通知】賞与に関する新着情報があります libcef.dll 07ead27a736604b28876f4a0c940279983bd7076c2e1fed4039c4f0a81f3e0d5