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This project aims to compare and evaluate the telemetry of various EDR products.

Python 39.00% PowerShell 61.00%

edr-telemetry's Introduction

EDR Telemetry

This repo provides a list of telemetry features from EDR products and other endpoint agents such as Sysmon broken down by category. The main motivation behind this project is to enable security practitioners to compare and evaluate the telemetry potential from those tools while encouraging EDR vendors to be more transparent about the telemetry features they do provide to their users and customers.

Besides compliance, investigations and forensics benefits, rich log telemetry empowers cyber defense teams to develop custom hunting, detection and analytics capabilities tailored to their needs.

Read details about this project in the initial release blog post here.

Telemetry Definition

There are many types of telemetry when it comes to Security Instrumentation. Here we focus on agents or sensors generating telemetry in the form of log data, regardless of the format (json, key-value, csv), as long as the data is automatically generated and transmitted or streamed in near real-time.

FAQ & Contributions

Please check our FAQ page to know more and feel free to get in contact in case you cannot find an answer there.

In case you ware willing to contribute, please check the Contributions page.

Disclaimer
The telemetry of the EDR products below could improve with time. The last_updated field is the last time the data sources have been updated. This might NOT always be up to date with the current telemetry capabilities of each product.

Telemetry Comparison Table

Disclaimer
The data below do not represent the capability of each of the EDR products to detect or prevent a threat. This is ONLY a comparison regarding the available telemetry for each product. Some products, such as Elastic EDR, make additional telemetry available in free or paid modules. Add-on modules, as well as signals, will not be taken into consideration for this project. Please read more about this on our FAQ page here.


CSV Values JSON Values Description
๐ŸŸฉ Yes Implemented
๐ŸŸฅ No Not Implemented
๐ŸŸง Partially Partially Implemented
โ“ Pending Pending Response
๐Ÿชต Via EventLogs Via Windows EventLogs
๐ŸŽš๏ธ Via EnablingTelemetry Additional telemetry that can be enabled easily as part of the EDR product but is not on by default.

Last Updated: Mod Mar 04 2024
Google SpreadSheet Table: Link
References to Documentation for each EDR product: Link

Telemetry Feature Category Sub-Category Carbon Black Cortex XDR CrowdStrike Cybereason ESET Inspect Elastic Harfanglab LimaCharlie MDE Qualys Sentinel One Sysmon Trellix Trend Micro WatchGuard
Process Activity Process Creation ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ
**** Process Termination ๐ŸŸง ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŽš๏ธ ๐ŸŸฅ
**** Process Access ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸง ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ
**** Image/Library Loaded ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ
**** Remote Thread Creation ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ
**** Process Tampering Activity ๐ŸŸง ๐ŸŸง ๐ŸŸฉ โ“ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸง ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ
File Manipulation File Creation ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸง ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸง
**** File Opened ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸง ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸง ๐ŸŸง
**** File Deletion ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ
**** File Modification ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ
**** File Renaming ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸง
User Account Activity Local Account Creation ๐ŸŸฅ ๐Ÿชต ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐Ÿชต ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ
**** Local Account Modification ๐ŸŸฅ ๐Ÿชต ๐ŸŸง ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐Ÿชต ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ
**** Local Account Deletion ๐ŸŸฅ ๐Ÿชต ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐Ÿชต ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ
**** Account Login ๐Ÿชต ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸง ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐Ÿชต ๐ŸŸฉ
**** Account Logoff ๐Ÿชต ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฉ ๐Ÿชต ๐ŸŸฉ
Network Activity TCP Connection ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ
**** UDP Connection ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐Ÿชต ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ
**** URL ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸง ๐ŸŸฉ ๐ŸŸง ๐ŸŸฉ ๐ŸŸฉ ๐ŸŽš๏ธ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸง
**** DNS Query ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ
**** File Downloaded ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸง ๐ŸŸง ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸง ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฉ
Hash Algorithms MD5 ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ
**** SHA ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ
**** IMPHASH ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸง ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ
Registry Activity Key/Value Creation ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸง ๐ŸŸง ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ
**** Key/Value Modification ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸง ๐ŸŸง ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ
**** Key/Value Deletion ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸง ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ
Schedule Task Activity Scheduled Task Creation ๐ŸŸฅ ๐Ÿชต ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ ๐Ÿชต ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ ๐Ÿชต ๐ŸŸฅ
**** Scheduled Task Modification ๐ŸŸฅ ๐Ÿชต ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ ๐Ÿชต ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ
**** Scheduled Task Deletion ๐ŸŸฅ ๐Ÿชต ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐Ÿชต ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ
Service Activity Service Creation ๐ŸŸง ๐Ÿชต ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ ๐Ÿชต ๐ŸŸฉ ๐Ÿชต ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸง
**** Service Modification ๐ŸŸฅ ๐Ÿชต ๐ŸŸง ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐Ÿชต ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸง
**** Service Deletion ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ โ“ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ
Driver/Module Activity Driver Loaded ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ
**** Driver Modification ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ
**** Driver Unloaded ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ
Device Operations Virtual Disk Mount ๐ŸŸฅ ๐ŸŸง ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฉ
**** USB Device Unmount ๐ŸŸฅ ๐ŸŸง ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฉ
**** USB Device Mount ๐ŸŸง ๐ŸŸง ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŽš๏ธ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฉ
Other Relevant Events Group Policy Modification ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ
Named Pipe Activity Pipe Creation ๐ŸŸง ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŽš๏ธ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ
**** Pipe Connection ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŽš๏ธ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ
EDR SysOps Agent Start ๐ŸŸฅ ๐ŸŸง ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฉ ๐Ÿชต ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ โ“ ๐ŸŸฅ ๐ŸŸฅ
**** Agent Stop ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐Ÿชต ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ โ“ ๐ŸŸฅ ๐ŸŸฅ
**** Agent Install ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฉ ๐Ÿชต ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ
**** Agent Uninstall ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ
**** Agent Keep-Alive ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฉ ๐Ÿชต ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ โ“ ๐ŸŸฅ ๐ŸŸฅ
**** Agent Errors ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ โ“ ๐ŸŸฅ ๐ŸŸฅ
WMI Activity WmiEventConsumerToFilter ๐ŸŸฅ ๐ŸŽš๏ธ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฉ ๐Ÿชต ๐ŸŸฉ
**** WmiEventConsumer ๐ŸŸฅ ๐ŸŽš๏ธ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฉ ๐Ÿชต ๐ŸŸฉ
**** WmiEventFilter ๐ŸŸฅ ๐ŸŽš๏ธ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฉ ๐Ÿชต ๐ŸŸฉ
BIT JOBS Activity BIT JOBS Activity ๐ŸŸฅ ๐ŸŽš๏ธ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ
PowerShell Activity Script-Block Activity ๐ŸŸฉ ๐Ÿชต ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฉ ๐ŸŸฅ ๐ŸŸฅ

Current Primary Maintainers

Kostas - @kostastsale
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