Detections
Explore public detection logic contributed by the community across SIEM and rule languages.
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This rule monitors for potential exploitation of AI supply chain vulnerabilities, specifically targeting AML.T0058 (Publish Poisoned Models). It identifies the download of suspicious model artifact files (e.g., .pt, .pkl, .h5, .onnx) via common tools like curl, wget, or pip, and detects the subsequent insecure deserialization of these files using Python's pickle library when dangerous opcodes (REDUCE/GLOBAL) are combined with system command execution primitives (os.system, subprocess).
This rule monitors for suspicious PowerShell command-line activity originating from Windows Explorer (explorer.exe) or embedded within RunMRU registry modifications. It detects obfuscated or hidden command execution patterns, such as base64 encoding, the use of -EncodedCommand, Invoke-Expression, or execution policy bypass flags, which are commonly associated with malicious scripts and fileless malware execution.
Detects instances where explorer.exe initiates cmd.exe with suspicious command-line patterns often associated with malicious script execution or evasion. These include caret-based obfuscation, mixed-case PowerShell invocations, or base64-like blobs, alongside indicators of common malicious file paths or execution policy bypass flags.
Detects instances where explorer.exe initiates cmd.exe with suspicious command-line patterns often associated with malicious script execution or evasion. These include caret-based obfuscation, mixed-case PowerShell invocations, or base64-like blobs, alongside indicators of common malicious file paths or execution policy bypass flags.
Detects the sharedLoad.min.js obfuscated first-stage loader dropped by the malicious npm indexed-btree package, triggered via BTree.prototype.set to evade static/taint-analysis scanners
Detects the indexed-btree npm malware loader embedded in BTree.prototype.set that spawns a detached hidden Node.js child process and references sharedLoad.min.js
Detects the indexed-btree npm malware loader embedded in BTree.prototype.set that spawns a detached hidden Node.js child process and references sharedLoad.min.js
Detects Sauron Loader stage-2 payload execution: a randomly-named file dropped in %TEMP% and executed within 5 minutes by a native launcher (rundll32/regsvr32/msiexec/cmd/powershell/wscript). Scoped to devices that already show the confirmed rnpkeys.exe side-load from ProgramData\keyroll, turning a very noisy fleet-wide 'temp file executed by native binary' heuristic (matches countless legitimate installers/updaters) into a targeted next-stage check on hosts with corroborated Sauron Loader activity. Also fixes an unused/dead variable and an ambiguous post-join column reference.
Detects Sauron Loader stage-2 payload execution: a randomly-named file dropped in %TEMP% and executed within 5 minutes by a native launcher (rundll32/regsvr32/msiexec/cmd/powershell/wscript). Scoped to devices that already show the confirmed rnpkeys.exe side-load from ProgramData\keyroll, turning a very noisy fleet-wide 'temp file executed by native binary' heuristic (matches countless legitimate installers/updaters) into a targeted next-stage check on hosts with corroborated Sauron Loader activity. Also fixes an unused/dead variable and an ambiguous post-join column reference.
Detects Sauron Loader stage-2 payload execution: a randomly-named file dropped in %TEMP% and executed within 5 minutes by a native launcher (rundll32/regsvr32/msiexec/cmd/powershell/wscript). Scoped to devices that already show the confirmed rnpkeys.exe side-load from ProgramData\keyroll, turning a very noisy fleet-wide 'temp file executed by native binary' heuristic (matches countless legitimate installers/updaters) into a targeted next-stage check on hosts with corroborated Sauron Loader activity. Also fixes an unused/dead variable and an ambiguous post-join column reference.
Detects Sauron Loader stage-2 payload execution: a randomly-named file dropped in %TEMP% and executed within 5 minutes by a native launcher (rundll32/regsvr32/msiexec/cmd/powershell/wscript). Scoped to devices that already show the confirmed rnpkeys.exe side-load from ProgramData\keyroll, turning a very noisy fleet-wide 'temp file executed by native binary' heuristic (matches countless legitimate installers/updaters) into a targeted next-stage check on hosts with corroborated Sauron Loader activity. Also fixes an unused/dead variable and an ambiguous post-join column reference.
Detects the creation of a scheduled task using schtasks.exe where the command line involves 'MicrosoftNodeRuntimeUpdater' and references 'node.exe' or '.js' files, specifically when initiated by script engines like node.exe, wscript.exe, or cscript.exe, while excluding known legitimate nodejs installation paths.
This rule detects a specific persistence technique used by AvisLoader malware. It monitors for the creation of a .lnk.backup file alongside a corresponding .lnk shortcut modification in common shell locations (Desktop, Taskbar, etc.), coupled with the execution of wscript.exe or cscript.exe referencing the 'VLCAssistant' VBScript within a short time window. This sequence indicates an attempt to persist malicious activity by backing up existing shortcuts and replacing them with a launcher for the AvisLoader payload.
This rule detects a specific persistence technique used by AvisLoader malware. It monitors for the creation of a .lnk.backup file alongside a corresponding .lnk shortcut modification in common shell locations (Desktop, Taskbar, etc.), coupled with the execution of wscript.exe or cscript.exe referencing the 'VLCAssistant' VBScript within a short time window. This sequence indicates an attempt to persist malicious activity by backing up existing shortcuts and replacing them with a launcher for the AvisLoader payload.
Detects the execution of LNK files that use a double extension (e.g., .pdf.lnk) to masquerade as PDF documents. This behavior is indicative of spear-phishing campaigns where malicious shortcuts are delivered via ZIP archives to execute hidden PowerShell commands for secondary stage downloader or persistence mechanisms.
This rule detects instances where Windows scripting engines (WScript or MSHTA) execute script files (WSF, VBS, HTA) which subsequently spawn a PowerShell process using encoded command arguments. This pattern is commonly used by adversaries to mask malicious payloads and bypass execution policy or simple command-line monitoring.
Detects the execution of Python processes where command line arguments indicate the use of the DLLMemLoader agent or related indicators like 'hostfxr' or specific hex strings. This activity is often associated with the loading of malicious DLLs or secondary stages in an attack chain.
This rule detects instances where mshta.exe acts as a parent process to initiate powershell.exe. It specifically looks for command line arguments that employ obfuscation techniques, such as character casing variations (e.g., 'POWERsHeLl'), while simultaneously excluding standard casing, combined with flags typical of non-interactive execution (e.g., -NonInteractive or /w h /c). This pattern is commonly used by adversaries to bypass security controls and execute scripts hidden from user view.
This rule detects instances where mshta.exe acts as a parent process to initiate powershell.exe. It specifically looks for command line arguments that employ obfuscation techniques, such as character casing variations (e.g., 'POWERsHeLl'), while simultaneously excluding standard casing, combined with flags typical of non-interactive execution (e.g., -NonInteractive or /w h /c). This pattern is commonly used by adversaries to bypass security controls and execute scripts hidden from user view.
Detects execution chains where explorer.exe (acting as the Run dialog host) spawns suspicious processes like mshta.exe, powershell.exe, or cmd.exe with command lines containing URL indicators (http), common payload filenames (rtdx.dat), or specific IP address strings associated with known ClickFix social-engineering campaigns.
Detects the execution of mshta.exe with a command line involving remote HTTP connections or suspicious file extensions (.dat), which are often used by adversaries to proxy the execution of malicious scripts or HTA files.
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