In-app reader
By Joey Chen
Thursday, August 20, 2026 06:00
Threat Spotlight AI
UAT-10147 is a highly capable Chinese-speaking intrusion actor operating a multi-platform post-exploitation ecosystem targeting IIS and Linux servers, combining search engine optimization (SEO) fraud monetization with advanced persistence and defense evasion techniques.
The newly identified SPECTRE implant represents a significant evolution in commodity intrusion tooling, integrating cross-platform command-and-control (C2) operations, process injection, credential theft, anti-analysis protections, and kernel-level endpoint detection and response (EDR) bypass functionality.
The actor demonstrates operational maturity through the combined use of custom malware, open-source offensive tooling, Bring Your Own Virtual Driver (BYOVD) based EDR neutralization, Linux kernel rootkits, and sophisticated in-memory web shell deployment techniques.
Cisco Talos’ analysis of recovered source code suggests portions of the Linux rootkit development may have incorporated AI-assisted code generation workflows, highlighting the growing role of generative AI in accelerating offensive malware development.
In our previous blog, Cisco Talos documented how UAT-10147 operationalized AI-assisted exploitation workflows to compromise internet-facing IIS and Linux servers at scale. This blog discusses how UAT-10147 is employing a diverse arsenal of tools, including SEO fraud utilities, local privilege escalation tools, and both off-the-shelf and custom developed backdoors.
To thoroughly analyze their toolkit, the following section is divided into three parts, detailing the specific tools used and their respective capabilities. We also assess that UAT-10147 is gradually incorporating AI-assisted development into its operations, likely to support the creation and refinement of tools used across its campaigns. Specifically, both its custom-developed backdoor, SPECTRE, and custom-developed rootkit, Specter, exhibit indications of AI-assisted development.
Talos also observed several SEO fraud-related components used in this campaign that we assess with medium confidence to be associated with “x神” (“xshen”), who is mentioned in a previously released Talos post. This assessment is supported by multiple development artifacts embedded in the BadIIS malware and related tooling.
The BadIIS samples used in this activity contain the following PDB paths:
C:\Users\Administrator\Desktop\2025-11-21 (x神订制全站劫持按浏览器语言跳转)\dll\Release\demo.pdb
C:\Users\Administrator\Desktop\2025-11-21 (x神订制全站劫持按浏览器语言跳转)\dll\x64\Release\demo.pdb
We also identified that the BadIIS installer embeds a service installer containing an additional PDB string referencing “x神”:
Beyond these xshen-related development artifacts, other components in the campaign also contain references to “X.” The ASHX SEO engine configuration includes a string named “X-seo,” while the web shell uses an “X-ID” HTTP header to transmit a specific token. This header appears to support covert authentication by blending the web shell’s control traffic into otherwise routine HTTP communications.
SPECTRE is a cross-platform backdoor written in C.
Talos named this backdoor "SPECTRE" based on a debug log recovered from one of the observed samples. This log meticulously records each step of the malware's execution process and explicitly displays its name in the header. The contents of the observed log file are provided in Figure 4.
The Windows variant of SPECTRE distinguishes itself from the stock Havoc framework through custom post-exploitation and defense evasion capabilities compiled directly into the binary. Furthermore, the implant heavily prioritizes obfuscation and anti-analysis by utilizing a dual layered defense strategy. First, API resolution is executed entirely at runtime via PEB hash walking, using a DJB2 variant algorithm. Second, string encryption relies on a per-string xorshift32 pseudorandom number generator (PRNG) scheme. Sensitive literals are encrypted at compile time with unique 32-bit seeds, decrypted to thread local storage immediately before execution, and never stored in plaintext within the “.text” or “.rdata” sections. Consequently, static detection methods are largely ineffective against the implant's indicators.
SPECTRE has a feature to execute a weighted anti-analysis scoring routine that evaluates process name blocklists, RAM capacity, CPU core count, disk space, sleep acceleration detection, and common sandbox host names and usernames. If the cumulative score reaches or exceeds 50 points, the process self-terminates.
A fallback C2 domain is hardcoded within the binary and can be recovered through string decryption. All C2 communications are transmitted via HTTP POST requests to the “/api/v1/register” and “/api/v1/output” endpoints. Additionally, Talos observed a specific version of the implant attempting to read its C2 configuration from an NTFS Alternate Data Stream (ADS) located at “C:\Windows\System32\drivers\etc\hosts:cache”. This strategy allows the threat actor to easily update the C2 configuration by modifying the ADS, thereby circumventing firewall blocklists without needing to recompile the binary.
Talos observed 45 commands in this SPECTRE backdoor. 24 appear as plaintext comparands, and 21 are encrypted with the xorshift PRNG and decrypted at each dispatch.
Commands
Encrypted
Description
s hell
sh
No
Execute shell command
pwd cd
No
Print/change working directory
ls
No
Directory listing
cat
No
Read file
mkdir
No
Create directory
rm
No
Delete file/directory
cp
No
Copy file
mv
No
Move/rename file
download
No
Send file to C2
upload
No
Receive file from C2
ps
No
Process list
kill
No
Terminate process by PID
env
No
Environment variables information
sleep
No
Set beacon sleep interval
sysinfo
No
OS/hardware information
screenshot
No
Screen capture
whoami
No
Current user/token info
netinfo
No
Network interface information
timestomp
No
Modify file timestamps
rev2self
No
Revert impersonation token
getprivs
No
List current token privileges
selfdel
No
Delete implant file on disk
reg
No
Registry read operations
exit
No
Terminate beacon
regset
Yes
Write REG_SZ or REG_DWORD value: regset <HKLM|HKCU>\path value data [REG_DWORD]
inject
Yes
DLL injection (default: svchost.exe)
s- nject
Yes
Shellcode injection
getsystem
Yes
Privilege escalation
steal_token
Yes
Token theft from target PID
make_token
Yes
Spawn token with credentials
earlybird
Yes
APC EarlyBird injection
hollow
Yes
Process hollowing injection
keylog_start
Yes
Start keystroke logger
keylog_stop
Yes
Stop keystroke logger
keylog_dump
Yes
Retrieve keylog buffer
hashdump
Yes
Dump SAM/SYSTEM/SECURITY hives
chromedump
Yes
Copy Chrome & Edge Login Data + Local State to ld /ls/ ed_ld / ed_ls . tmp
execute_assembly
Yes
In-memory .NET CLR hosting - execute any .NET assembly without disk write
vaultdump
Yes
Spawn cmd key/list with captured pipe
byovd_load
Yes
Load RTCore64/ DBUtil driver
byovd_unload
Yes
Unload and clean driver
edr_kill
Yes
Kill EDR processes
callbacks
Yes
Enumerate kernel callbacks
proc_hide
Yes
Hide process from kernel list
byovd_verify
Yes
Verify kernel R/W
auto_protect
Yes
Status dashboard/ADS clear
Table 1. Windows version command list.
During our research, Talos noticed the encrypted commands are specific features for this backdoor. The features can be divided into three categories: 1) process injection, 2) privilege escalation and credential theft, and 3) BYOVD EDR killer capabilities.
SPECTRE supports three distinct injection modalities, all managed through a unified handler. The first is standard process hollowing, which targets “svchost.exe” by default. The second is APC EarlyBird injection, which utilizes pre-allocated memory to deliver shellcode before the target thread can execute a single instruction. The third is an automated, on-startup self-hollowing technique targeting “RuntimeBroker.exe”; this executes directly from main() to conceal the implant and evade EDR visibility.
The SPECTRE implements named pipe impersonation for privilege escalation. It creates a pipe named “.\pipe\spectre_<tid>” and acquires a SYSTEM token via ImpersonateNamedPipeClient. With SYSTEM privileges, three registry hives HKLM\SAM\SAM, HKLM\SYSTEM, and HKLM\SECURITY are saved to “%TEMP%” via RegSaveKeyA for offline NT hash extraction using Impact “secretsdump.py”.
Beyond hive dumping, SPECTRE provides two additional credential theft functions:
Vaultdump: Spawns cmdkey.exe /list with stdout capture to enumerate Windows Credential Manager entries without any LSASS access
**Chromedump: **Copies Chrome and Edge login data and local state files to “%TEMP%” for offline DPAPI decryption via SharpChrome
SPECTRE downloads one of two well-known vulnerable driver from the C2 — either RTCore64.sys from MSI (associated with CVE-2019-16098) or DBUtil_2_3.sys from Dell (associated with CVE-2021-21551). It then decodes and writes the driver to disk under %TEMP%, installs it as a transient kernel service via the SCM, and opens an IOCTL handle to the device.
Leveraging arbitrary kernel read/write primitives exposed by these drivers, SPECTRE uses NtQuerySystemInformation to locate “ntoskrnl.exe” in the kernel address space. It then references a hardcoded, per-build offset table covering 13 Windows versions to calculate the exact kernel virtual addresses for PspCreateProcessNotifyRoutine, PspCreateThreadNotifyRoutine, and PspLoadImageNotifyRoutine. By performing targeted kernel writes, the SPECTRE safely unlinks each registered EDR callback from its doubly-linked list. Consequently, kernel-callback-dependent security products such as CrowdStrike Falcon, SentinelOne, Microsoft Defender, and other well-known EDR vendors are rendered completely blind to new process creations, thread creations, and image load events for the remainder of the session, successfully neutralizing EDR visibility on the target machine.
The SPECTRE Linux variant’s structure is the same as the Windows variant. It is a statically-linked ELF x86-64 binary targeting Linux systems. Upon execution, SPECTRE immediately invokes an eight-factor anti-sandbox scoring engine before establishing C2 connection. If the cumulative score reaches or exceeds the threshold of 50, the binary exits silently without generating any observable indicators.
Following successful anti-sandbox validation, SPECTRE beacons to its hardcoded C2 domain with a JSON payload, which is the same as the Windows version.
Rather than 45 commands in the Windows variant, the Linux version of SPECTRE only has 29 commands, none of which result in obfuscation or encryption.
Command
Description
s hell
/bin/ sh
Execute arbitrary shell command
pwd
Print current working directory
cd
Change working directory
ls
List directory contents
ps
List running processes
cat
Read file contents
download
Exfiltrate binary file
upload
Write file to disk
env
Dump or query environment
sleep
Set agent sleep/jitter
kill
Kill a process by PID
mkdir
Create directory
rm
Delete file or directory
cp
Copy file
mv
Move/rename file
sysinfo
Detailed system information
whoami
Print UID/GID with names
id
Print UID/GID/groups (alias)
netinfo
Network interface information
timestomp
Modify file timestamps
rootkit_load
Load kernel module
rootkit_hide
Hide process from /proc
rootkit_root
Elevate to UID 0
rootkit_hide_mod
Hide kernel module from lsmod
rootkit_status
Check rootkit loaded state
rootkit_persist
Install systemd persistence unit
rootkit_unload
Unload kernel module
selfdel
Self-delete
exit
Terminate
_Table 2. Linux version command list. _
The backdoor's command set encompasses comprehensive file system manipulation, system and process reconnaissance, agent management, and unrestricted shell execution. A particularly notable feature is the timestomp command, an anti-forensics mechanism that utilizes the utimensat() function and operator-provided timestamps to alter a file's modification, access, and change times.
SPECTRE's most critical capability is its integrated kernel-level rootkit, called Specter. The rootkit is deployed as a loadable kernel module disguised as “acpi_pad.ko”, allowing it to mimic the legitimate ACPI processor power management module. To maintain persistence, it utilizes a fraudulent systemd unit file named “hardware-monitor.service” and bears the description "Hardware Performance Monitor." Crucially, this service is configured with “Before=sysinit.target”, ensuring the rootkit executes on every system boot prior to the initialization of any security tooling.
The user level communicates with the loaded kernel module through a signal-based IPC mechanism, issuing kill() syscalls targeting a magic PID value of 0x7A69 (decimal 31337, a well-known "elite" hacker cultural) with specific real-time signal numbers encoding the desired operation:
Signal 62 triggers process hiding by removing the target task_struct from the kernel PID list, rendering “/proc/<pid>” invisible.
Signal 36 hides the module itself from lsmod by unlinking THIS_MODULE from the kernel module linked list.
Signal 37 escalates the implant process to UID 0 by directly overwriting the process credential structure.
Signal 35 serves as a module load acknowledgement handshake.
This architecture grants the threat actor persistent, kernel-level control of the compromised host that survives both reboots and most user-level security controls.
The SPECTRE backdoor loads the Linux Kernel rootkit, Specter, to prevent detection from security products. Based on the SPECTRE Linux version we observed, the compiled artifact is deployed disguised as “acpi_pad.ko”. Rather than patching the syscall table, the hook mechanism rootkit uses the Linux kernel's native “ftrace” instrumentation framework with “FTRACE_OPS_FL_IPMODIFY” to redirect execution at the function entry point of six syscall handlers:
hooked_tcp6_seq_show
hooked_tcp4_seq_show
hooked_tkill
hooked_tgkill
hooked_kill
hooked_getdents64
Because “ftrace” is a legitimate kernel debugging interface, this approach produces minimal noise in kernel integrity checks.
Talos investigated the source code of the Specter rootkit and assesses with medium confidence that UAT-10147 leveraged a combination of AI-assisted development and human expertise in the creation of this rootkit, which is designed to be invoked directly by SPECTRE.
The first evidence is the documentation structure. The opening feature list at the top of the source code is a product spec, not a developer's note. A complete bulleted feature list with parenthetical technical elaborations on each point reads as a response to a prompt such as, "Write a rootkit with the following features." It is the AI narrating what it is about to produce.
The second piece of evidence is the rigid, uniform style of the decorative separators. The identical width and formatting applied consistently across all 10+ logical sections exhibit a machine-like uniformity that is a classic hallmark of AI-generated output. In addition, this text exhibits a pedagogical tone. An actual developer authoring a rootkit would not need to explain basic concepts to themselves, such as the function of taint flags or the mechanics of “cat /proc/sys/kernel/tainted”. The content is clearly structured as an educational explanation for a reader, rather than authentic, internal developer notes.
The last piece of evidence is that the inclusion of three distinct methods — explicitly labeled with inline comments such as “Method 1,” “Method 2, and “Method 3” — is a common artifact of AI generation. When prompted to be thorough, AI models tend to output all known approaches. In contrast, a human developer targeting a specific kernel would simply select and implement the single most effective method. This exhaustive, multi-method presentation is a classic example of an AI's completeness reflex.
Regarding the SEO fraud utilities deployed in this attack, we observed two distinct types of malware. The first is the previously discussed BadIIS malware-as-a-service (MaaS) and the second is a C# ASHX SEO engine. While both tools share the same core capability of facilitating SEO fraud, their mechanisms for establishing persistence on the compromised server are fundamentally different.
This SEO hijacking web handler silently takes over an IIS application's request pipeline via reflection. Functionally, it mirrors standard BadIIS malware, serving fabricated content to search crawlers to poison rankings while delivering a malicious JavaScript payload to targeted users. Furthermore, the threat actor explicitly named it “public class SeoEngineHandler,” clearly communicating the tool's intended purpose.
Talos also observed that SeoEngineHandler is specifically designed to target Vietnamese internet users. The handler's internal configuration contains several indicators that substantiate this geographic focus, such as the configured C2 domains utilizing the “vn[.]xyz” suffix, and the malware explicitly targets the crawler for “Cốc Cốc” (configured as coccoc), a prominent Vietnamese web browser and search engine.
The BadIIS variant observed in this attack is deployed to the compromised server within a ZIP archive containing both 32-bit and 64-bit versions of the malware, alongside an installation batch script. One of the recovered archives contained a service installer previously documented by Talos. Notably, the core malware is the specific variant detailed in that same Talos research, characterized by the “demo.pdb” string and confirmed to operate under a MaaS model.
Talos observed the threat actor utilizing multiple “Potato” family tools to achieve system level privileges. While some of these tools, such as GodPotato and JuicyPotato, were downloaded as pre compiled binaries from the internet, others, like EfsPotato and RustPotato, were compiled by the threat actor directly from source code. Notably, analysis of the custom compiled EfsPotato and RustPotato payloads revealed embedded PDB strings and local file paths, inadvertently exposing details about the threat actor's development environment. The environment suggests that they target IIS servers and compile these custom privilege escalation tools within a designated AI directory. The explicit use of an AI folder in their build path is a fascinating detail, strongly suggesting that the threat actor may be leveraging AI to assist in the development of these tools.
C:\Users\iis.cargo\registry\src\index.crates.io-1949cf8c6b5b557f\widestring-1.2.1\src\ucstring.rs
C:\Users\iis\Desktop\AI\EfsPotatoCpp\x64\Release\EfsPotato.pdb
C:\Users\Intel\Desktop\AI\EfsPotatoCPP\x64\Debug\EfsPotato.pdb
UAT-10147 leveraged other multiple backdoors throughout this attack. Their arsenal includes well-known commodity and open-source tools such as Gh0stCringe, QuasarRAT, Meterpreter, Noodle RAT, and a web shell.
Talos observed a web shell with a sophisticated two layer architecture. The outer handler functions as a self bootstrapping loader that leverages in-memory dynamic compilation to execute its payload. Upon receiving the initial HTTP request, the handler reverses an obfuscated string, decodes it via Base64, and dynamically compiles the resulting code in memory using “CodeDomProvider”. To optimize execution and ensure thread safety, it caches the compiled assembly in a static field (_a) using double-checked locking, ensuring the payload is compiled only once per IIS worker process lifetime. Finally, the loader instantiates and invokes SHandler.ProcessRequest to manage all subsequent incoming requests.
The embedded handler functions as a versatile web shell implant, relying on a numeric parameter to dispatch its various operational modes. To maintain stealth, the shell employs a strict, multi-tiered authentication mechanism. It first inspects the X-ID HTTP header for a specific token; if absent, it falls back to checking the v parameter. If neither contains the exact value of "x9", the handler immediately halts execution and returns a deceptive “404 Not Found” error. This evasion technique allows the shell's covert authentication process to blend seamlessly into routine HTTP traffic.
A detailed breakdown of the supported commands and their corresponding actions is outlined below.
Command
Description
0 (default)
Get system information ( MachineName | Username | OSVersion | CurrentPath )
1
Execute system command .
b = binary to run (default: cmd.exe)
g = arguments
2
Read file
3
Write file
4
Direct file download
5
Directory listing
_Table 3. Web shell command list. _
Talos has observed UAT-10147 deploying reverse Meterpreter shells to maintain persistent access to compromised Linux hosts. The observed malware functions as a first stage shellcode dropper. Upon establishing a successful connection, this dropper retrieves a second stage payload designed to establish persistence and grant the threat actor full C2 over the victim's machine.
UAT-10147 also deployed Noodle RAT against targeted Linux servers, utilizing it as a final stage backdoor to ensure persistent access. The specific payload observed in this campaign is the Type 0x03A2 ELF variant, which was previously documented in research published by Trend Micro.
Talos also observed UAT-10147 attempting to deploy QuasarRAT on compromised IIS servers to establish long-term persistence. A notable characteristic of this specific payload is its configured Campaign ID, which contains a derogatory Chinese string (“越南老逼”) toward Vietnamese elderly people. This artifact provides potential insight into the threat actor's sentiment or specific geographic targeting.
In another observed instance, UAT-10147 deployed Gh0stCringe to establish persistence. To evade detection, the threat actor embedded the Gh0stCringe payload as shellcode within a custom Go-based loader.
The following ClamAV signatures detect and block this threat:
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