Jumpcloud Directory Insights

Overview

Jumpcloud Directory Insights provides activity records related to your organization.

Vendor: JumpCloud
Supported environment: SaaS
Detection based on: Telemetry
Supported application or feature:OAuth audit logs, Authentication logs

Configure

Generate API token

Sign-in in your Jumpcloud tenant with administrator role
Click on your username on the top right of the screen
Select My API Key

Create the intake in Sekoia.io

Go to the intake page
Create a new intake from the format Jumpcloud Directory Insights.
Set up the intake configuration with your API Key and select the event types you want to collect (all by default, refer to the Jumpcloud Directory Insights service list for other possible values).

Detection section

The following section provides information for those who wish to learn more about the detection capabilities enabled by collecting this intake. It includes details about the built-in rule catalog, event categories, and ECS fields extracted from raw events. This is essential for users aiming to create custom detection rules, perform hunting activities, or pivot in the events page.

The following Sekoia.io built-in rules match the intake Jumpcloud Directory Insights. This documentation is updated automatically and is based solely on the fields used by the intake which are checked against our rules. This means that some rules will be listed but might not be relevant with the intake.

SEKOIA.IO x Jumpcloud Directory Insights on ATT&CK Navigator

Active Directory Data Export Using Csvde

Detects the use of Csvde, a command-line tool from Windows Server that can be used to export Active Directory data to CSV files. This export doesn't include password hashes, but can be used as a discovery tool to enumerate users, machines and group memberships.

Effort: elementary

AdFind Usage

Detects the usage of the AdFind tool. AdFind.exe is a free tool that extracts information from Active Directory. Wizard Spider (Bazar, TrickBot, Ryuk), FIN6 and MAZE operators have used AdFind.exe to collect information about Active Directory organizational units and trust objects

Effort: elementary

Adexplorer Usage

Detects the usage of Adexplorer, a legitimate tool from the Sysinternals suite that could be abused by attackers as it can saves snapshots of the Active Directory Database.

Effort: advanced

Advanced IP Scanner

Detects the use of Advanced IP Scanner. Seems to be a popular tool for ransomware groups.

Effort: master

Bloodhound and Sharphound Tools Usage

Detects default process names and default command line parameters used by Bloodhound and Sharphound tools.

Effort: intermediate

Certificate Authority Modification

Installation of new certificate(s) in the Certificate Authority can be used to trick user when spoofing website or to add trusted destinations.

Effort: master

Certify Or Certipy

Detects the use of certify and certipy which are two different tools used to enumerate and abuse Active Directory Certificate Services.

Effort: advanced

Cobalt Strike Default Beacons Names

Detects the default names of Cobalt Strike beacons / payloads.

Effort: intermediate

Cryptomining

Detection of domain names potentially related to cryptomining activities.

Effort: master

DNS Query For Iplookup

Detects dns query of observables tagged as iplookup.

Effort: master

Discovery Commands Correlation

Detects some frequent discovery commands used by some ransomware operators.

Effort: intermediate

Dynamic DNS Contacted

Detect communication with dynamic dns domain. This kind of domain is often used by attackers. This rule can trigger false positive in non-controlled environment because dynamic dns is not always malicious.

Effort: master

Exfiltration And Tunneling Tools Execution

Execution of well known tools for data exfiltration and tunneling

Effort: advanced

Exfiltration Domain

Detects traffic toward a domain flagged as a possible exfiltration vector.

Effort: master

HackTools Suspicious Names

Quick-win rule to detect the default process names or file names of several HackTools.

Effort: elementary

Jumpcloud Account Locked

A user has been locked on Jumpcloud portal.

Effort: intermediate

Jumpcloud Api Key Updated

An API Token has been updated on Jumplcoud portal.

Effort: advanced

Jumpcloud Policy Modified

Detects when a Jumpcloud policy is modified.

Effort: intermediate

Kernel Module Alteration

Kernel module installation can be used to configure system settings to automatically execute a program during system boot or logon to maintain persistence or gain higher-level privileges on compromised systems. The prerequisites are to enable monitoring of the finit_module, init_module, delete_module syscalls using Auditbeat.

Effort: advanced

Login Brute-Force Successful On Jumpcloud Portal

A user has attempted to login several times (brute-force) on Jumpcloud Portal and succeeded to login.

Effort: advanced

Login Brute-Force Successful On Jumpcloud Workstation

A user has attempted to login several times (brute-force) on Jumpcloud monitored workstations (windows, linux, mac) and succeeded to login.

Effort: advanced

Network Scanning and Discovery

Tools and command lines used for network discovery from current system

Effort: advanced

Network Sniffing

List of common tools used for network packages sniffing

Effort: advanced

Network Sniffing Windows

Network sniffing refers to using the network interface on a system to monitor or capture information sent over a wired or wireless connection. An adversary may place a network interface into promiscuous mode to passively access data in transit over the network, or use span ports to capture a larger amount of data.

Effort: intermediate

NlTest Usage

Detects attempts to gather information on domain trust relationships that may be used to identify lateral movement opportunities. These command lines were observed in numerous attacks, but also sometimes from legitimate administrators for debugging purposes. The rule does not cover very basics commands but rather the ones that are interesting for attackers to gather information on a domain.

Effort: advanced

PasswordDump SecurityXploded Tool

Detects the execution of the PasswordDump SecurityXploded Tool

Effort: elementary

PsExec Process

Detects PsExec execution, command line which contains pstools or installation of the PsExec service. PsExec is a SysInternals which can be used to execute a program on another computer. The tool is as much used by attackers as by administrators.

Effort: advanced

RDP Session Discovery

Detects use of RDP session discovery via qwinsta or quser. Used by some threat actors to know if someone is working via RDP on a server.

Effort: advanced

RTLO Character

Detects RTLO (Right-To-Left character) in file and process names.

Effort: elementary

Remote Access Tool Domain

Detects traffic toward a domain flagged as a Remote Administration Tool (RAT).

Effort: master

Remote Monitoring and Management Software - AnyDesk

Detect artifacts related to the installation or execution of the Remote Monitoring and Management tool AnyDesk.

Effort: master

Remote Monitoring and Management Software - Atera

Detect artifacts related to the installation or execution of the Remote Monitoring and Management tool Atera.

Effort: master

SEKOIA.IO Intelligence Feed

Detect threats based on indicators of compromise (IOCs) collected by SEKOIA's Threat and Detection Research team.

Effort: elementary

Sekoia.io EICAR Detection

Detects observables in Sekoia.io CTI tagged as EICAR, which are fake samples meant to test detection.

Effort: master

Socat Relaying Socket

Socat is a linux tool used to relay local socket or internal network connection, this technics is often used by attacker to bypass security equipment such as firewall

Effort: advanced

Socat Reverse Shell Detection

Socat is a linux tool used to relay or open reverse shell that is often used by attacker to bypass security equipment.

Effort: intermediate

Suspicious Double Extension

Detects suspicious use of an .exe extension after a non-executable file extension like .pdf.exe, a set of spaces or underlines to cloak the executable file in spearphishing campaigns

Effort: advanced

System Info Discovery

System info discovery, attempt to detects basic command use to fingerprint a host.

Effort: master

TOR Usage Generic Rule

Detects TOR usage globally, whether the IP is a destination or source. TOR is short for The Onion Router, and it gets its name from how it works. TOR intercepts the network traffic from one or more apps on user’s computer, usually the user web browser, and shuffles it through a number of randomly-chosen computers before passing it on to its destination. This disguises user location, and makes it harder for servers to pick him/her out on repeat visits, or to tie together separate visits to different sites, this making tracking and surveillance more difficult. Before a network packet starts its journey, user’s computer chooses a random list of relays and repeatedly encrypts the data in multiple layers, like an onion. Each relay knows only enough to strip off the outermost layer of encryption, before passing what’s left on to the next relay in the list.

Effort: master

WAF Correlation Block actions

Detection of multiple block actions (more than 30) triggered by the same source by WAF detection rules

Effort: master

Event Categories

The following table lists the data source offered by this integration.

Data Source	Description
`OAuth audit logs`	Jumpcloud Directory Insights provides audit logs about Oauth2 requests, grant and revocation
`Authentication logs`	Jumpcloud Directory Insights provides audit logs about authentication sessions

In details, the following table denotes the type of events produced by this integration.

Name	Values
Kind	``
Category	`authentication`, `iam`
Type	`info`

Transformed Events Samples after Ingestion

This section demonstrates how the raw logs will be transformed by our parsers. It shows the extracted fields that will be available for use in the built-in detection rules and hunting activities in the events page. Understanding these transformations is essential for analysts to create effective detection mechanisms with custom detection rules and to leverage the full potential of the collected data.

admin_login.jsonassociation_change.jsonradius_auth_failure.jsonradius_auth_success.jsonssoauth_failure_1.jsonssoauth_failure_2.jsonssoauth_success.jsonuser_update.jsonuser_update2.jsonuser_update3.json

{
    "message": "{\"initiated_by\":{\"id\":\"61e536ebdbbe784cb2e55fb5\",\"type\":\"admin\",\"email\":\"john.doe@sekoia.io\"},\"geoip\":{\"country_code\":\"FR\",\"timezone\":\"Europe/Paris\",\"latitude\":48.8323,\"continent_code\":\"EU\",\"region_name\":\"Paris\",\"longitude\":2.4075,\"region_code\":\"75\"},\"useragent\":{\"os\":\"Mac OS X\",\"minor\":\"0\",\"os_minor\":\"15\",\"os_version\":\"10.15.7\",\"os_major\":\"10\",\"version\":\"114.0.0.0\",\"os_patch\":\"7\",\"patch\":\"0\",\"os_full\":\"Mac OS X 10.15.7\",\"major\":\"114\",\"name\":\"Chrome\",\"os_name\":\"Mac OS X\",\"device\":\"Mac\"},\"mfa\":true,\"event_type\":\"admin_login_attempt\",\"provider\":null,\"service\":\"directory\",\"success\":true,\"organization\":\"641b3db57090821c0b2f8183\",\"@version\":\"1\",\"client_ip\":\"1.2.3.4\",\"id\":\"648c6c758c2ac07fa1fdee94\",\"timestamp\":\"2023-06-16T14:06:45.921Z\"}",
    "event": {
        "action": "admin_login_attempt",
        "category": [
            "authentication"
        ],
        "outcome": "success",
        "type": [
            "info"
        ]
    },
    "@timestamp": "2023-06-16T14:06:45.921000Z",
    "action": {
        "outcome": "success"
    },
    "client": {
        "address": "1.2.3.4",
        "ip": "1.2.3.4"
    },
    "jumpcloud": {
        "event_type": "admin_login_attempt",
        "id": "648c6c758c2ac07fa1fdee94"
    },
    "observer": {
        "vendor": "Jumpcloud"
    },
    "related": {
        "ip": [
            "1.2.3.4"
        ]
    },
    "source": {
        "address": "1.2.3.4",
        "ip": "1.2.3.4",
        "user": {
            "email": "john.doe@sekoia.io",
            "id": "61e536ebdbbe784cb2e55fb5"
        }
    },
    "user_agent": {
        "device": {
            "name": "Mac"
        },
        "name": "Chrome",
        "os": {
            "full": "Mac OS X 10.15.7",
            "name": "Mac OS X",
            "version": "10.15.7"
        },
        "version": "114.0.0.0"
    }
}

{
    "message": "{\"initiated_by\":{\"id\":\"61e536ebdbbe784cb2e55fb5\",\"type\":\"admin\",\"email\":\"maurice.moss@sekoia.io\"},\"geoip\":{\"country_code\":\"FR\",\"timezone\":\"Europe/Paris\",\"latitude\":48.8323,\"continent_code\":\"EU\",\"region_name\":\"Paris\",\"longitude\":2.4075,\"region_code\":\"75\"},\"useragent\":{\"minor\":\"0\",\"os\":\"Mac OS X\",\"os_minor\":\"15\",\"os_version\":\"10.15.7\",\"os_major\":\"10\",\"version\":\"114.0.0.0\",\"os_patch\":\"7\",\"patch\":\"0\",\"os_full\":\"Mac OS X 10.15.7\",\"major\":\"114\",\"name\":\"Chrome\",\"os_name\":\"Mac OS X\",\"device\":\"Mac\"},\"association\":{\"op\":\"add\",\"action_source\":\"manual\",\"connection\":{\"from\":{\"name\":\"JDOE-DESKTOP\",\"type\":\"system\",\"object_id\":\"6447f8a7caa17d71c56b2dca\"},\"to\":{\"name\":\"john.doe\",\"type\":\"user\",\"object_id\":\"636b8c40f03d374a5c7f6ceb\"}},\"attributes\":null},\"auth_method\":\"session\",\"event_type\":\"association_change\",\"provider\":null,\"service\":\"directory\",\"success\":true,\"organization\":\"641b3db57090821c0b2f8183\",\"@version\":\"1\",\"client_ip\":\"176.161.221.161\",\"id\":\"64930a6d00466f31842811a1\",\"timestamp\":\"2023-06-21T14:34:21.089Z\"}",
    "event": {
        "action": "association_change",
        "outcome": "success"
    },
    "@timestamp": "2023-06-21T14:34:21.089000Z",
    "action": {
        "outcome": "success"
    },
    "client": {
        "address": "176.161.221.161",
        "ip": "176.161.221.161"
    },
    "jumpcloud": {
        "association": {
            "action_source": "manual",
            "connection": {
                "from": {
                    "name": "JDOE-DESKTOP",
                    "object_id": "6447f8a7caa17d71c56b2dca",
                    "type": "system"
                },
                "to": {
                    "name": "john.doe",
                    "object_id": "636b8c40f03d374a5c7f6ceb",
                    "type": "user"
                }
            },
            "op": "add"
        },
        "event_type": "association_change",
        "id": "64930a6d00466f31842811a1"
    },
    "observer": {
        "vendor": "Jumpcloud"
    },
    "related": {
        "ip": [
            "176.161.221.161"
        ]
    },
    "source": {
        "address": "176.161.221.161",
        "ip": "176.161.221.161",
        "user": {
            "email": "maurice.moss@sekoia.io",
            "id": "61e536ebdbbe784cb2e55fb5"
        }
    },
    "user_agent": {
        "device": {
            "name": "Mac"
        },
        "name": "Chrome",
        "os": {
            "full": "Mac OS X 10.15.7",
            "name": "Mac OS X",
            "version": "10.15.7"
        },
        "version": "114.0.0.0"
    }
}

{
    "message": "{\"error_message\":\"mschap: MS-CHAP2-Response is incorrect\",\"initiated_by\":{\"type\":\"user\",\"username\":\"john.doe\"},\"auth_type\":\"eap\",\"nas_mfa_state\":\"DISABLED\",\"geoip\":{\"country_code\":\"FR\",\"timezone\":\"Europe/Paris\",\"latitude\":48.8323,\"continent_code\":\"EU\",\"region_name\":\"Paris\",\"region_code\":\"75\",\"longitude\":2.4075},\"eap_type\":\"MSCHAPv2\",\"outer\":{\"error_message\":\"eap_peap: The users session was previously rejected: returning reject (again.), eap: Failed continuing EAP PEAP (25) session.  EAP sub-module failed: mschap: MS-CHAP2-Response is incorrect\",\"eap_type\":\"PEAP\",\"username\":\"john.doe\"},\"mfa\":false,\"auth_meta\":{\"user_password_enabled\":true,\"device_cert_enabled\":false,\"user_cert_enabled\":false,\"auth_idp\":\"JUMPCLOUD\",\"userid_type\":\"USERNAME\"},\"event_type\":\"radius_auth_attempt\",\"success\":false,\"service\":\"radius\",\"organization\":\"641b3db57090821c0b2f8183\",\"@version\":\"1\",\"client_ip\":\"13.14.15.16\",\"id\":\"E5223E70-F3DB-3CB4-B452-96FC2259B9EE\",\"timestamp\":\"2023-06-15T15:16:41Z\",\"username\":\"john.doe\"}",
    "event": {
        "action": "radius_auth_attempt",
        "outcome": "failure"
    },
    "@timestamp": "2023-06-15T15:16:41Z",
    "action": {
        "outcome": "failure",
        "outcome_reason": "mschap: MS-CHAP2-Response is incorrect"
    },
    "client": {
        "address": "13.14.15.16",
        "ip": "13.14.15.16"
    },
    "jumpcloud": {
        "event_type": "radius_auth_attempt",
        "id": "E5223E70-F3DB-3CB4-B452-96FC2259B9EE"
    },
    "observer": {
        "vendor": "Jumpcloud"
    },
    "related": {
        "ip": [
            "13.14.15.16"
        ],
        "user": [
            "john.doe"
        ]
    },
    "source": {
        "address": "13.14.15.16",
        "ip": "13.14.15.16",
        "user": {
            "name": "john.doe"
        }
    },
    "user": {
        "name": "john.doe"
    }
}

{
    "message": "{\"initiated_by\":{\"type\":\"user\",\"username\":\"jane.doe\"},\"auth_type\":\"eap\",\"nas_mfa_state\":\"DISABLED\",\"geoip\":{\"country_code\":\"US\",\"timezone\":\"America/New_York\",\"latitude\":42.3797,\"continent_code\":\"NA\",\"region_name\":\"Massachusetts\",\"longitude\":-71.1034,\"region_code\":\"MA\"},\"eap_type\":\"MSCHAPv2\",\"outer\":{\"eap_type\":\"PEAP\",\"username\":\"jane.doe\"},\"mfa\":false,\"auth_meta\":{\"user_password_enabled\":true,\"device_cert_enabled\":false,\"user_cert_enabled\":false,\"auth_idp\":\"JUMPCLOUD\",\"userid_type\":\"USERNAME\"},\"event_type\":\"radius_auth_attempt\",\"service\":\"radius\",\"success\":true,\"organization\":\"641b3db57090821c0b2f8183\",\"@version\":\"1\",\"client_ip\":\"20.21.22.23\",\"id\":\"842B7B84-FE16-32AF-B257-9D508FB22D22\",\"username\":\"jane.doe\",\"timestamp\":\"2023-06-15T15:17:41Z\"}",
    "event": {
        "action": "radius_auth_attempt",
        "outcome": "success"
    },
    "@timestamp": "2023-06-15T15:17:41Z",
    "action": {
        "outcome": "success"
    },
    "client": {
        "address": "20.21.22.23",
        "ip": "20.21.22.23"
    },
    "jumpcloud": {
        "event_type": "radius_auth_attempt",
        "id": "842B7B84-FE16-32AF-B257-9D508FB22D22"
    },
    "observer": {
        "vendor": "Jumpcloud"
    },
    "related": {
        "ip": [
            "20.21.22.23"
        ],
        "user": [
            "jane.doe"
        ]
    },
    "source": {
        "address": "20.21.22.23",
        "ip": "20.21.22.23",
        "user": {
            "name": "jane.doe"
        }
    },
    "user": {
        "name": "jane.doe"
    }
}

{
    "message": "{\"initiated_by\":{\"id\":\"619294e65bb5c23fb2b1ce09\",\"type\":\"user\",\"username\":\"jane.doe\"},\"error_message\":\"application unreachable\",\"geoip\":{\"country_code\":\"US\",\"timezone\":\"America/New_York\",\"latitude\":42.059,\"continent_code\":\"NA\",\"region_name\":\"Massachusetts\",\"longitude\":-71.1123,\"region_code\":\"MA\"},\"sso_token_success\":false,\"useragent\":{\"minor\":\"0\",\"os\":\"Mac OS X\",\"os_minor\":\"15\",\"os_major\":\"10\",\"os_version\":\"10.15.7\",\"version\":\"114.0.0.0\",\"os_patch\":\"7\",\"patch\":\"0\",\"os_full\":\"Mac OS X 10.15.7\",\"major\":\"114\",\"name\":\"Chrome\",\"os_name\":\"Mac OS X\",\"device\":\"Mac\"},\"auth_context\":{\"system\":{\"hostname\":\"JDOE-LAPTOP\",\"os\":\"Mac OS X\",\"displayName\":\"JDOE-LAPTOP\",\"id\":\"61958333dd6a1b033f2b4b95\",\"version\":\"13.4\"},\"auth_methods\":{}},\"mfa\":false,\"event_type\":\"sso_auth\",\"application\":{\"display_label\":\"\",\"sso_type\":\"saml\",\"name\":\"\",\"id\":\"\",\"sso_url\":\"https://sso.jumpcloud.com/saml2/google\"},\"provider\":\"\",\"service\":\"sso\",\"organization\":\"641b3db57090821c0b2f8183\",\"@version\":\"1\",\"client_ip\":\"5.6.7.8\",\"id\":\"648b1e56c0b7fd51eb1d0938\",\"idp_initiated\":false,\"timestamp\":\"2023-06-15T14:21:10.34334445Z\"}",
    "event": {
        "action": "sso_auth",
        "category": [
            "authentication"
        ],
        "outcome": "failure",
        "type": [
            "info"
        ]
    },
    "@timestamp": "2023-06-15T14:21:10.343344Z",
    "action": {
        "outcome": "failure",
        "outcome_reason": "application unreachable"
    },
    "client": {
        "address": "5.6.7.8",
        "ip": "5.6.7.8"
    },
    "jumpcloud": {
        "event_type": "sso_auth",
        "id": "648b1e56c0b7fd51eb1d0938"
    },
    "observer": {
        "vendor": "Jumpcloud"
    },
    "related": {
        "ip": [
            "5.6.7.8"
        ],
        "user": [
            "jane.doe"
        ]
    },
    "source": {
        "address": "5.6.7.8",
        "ip": "5.6.7.8",
        "user": {
            "id": "619294e65bb5c23fb2b1ce09",
            "name": "jane.doe"
        }
    },
    "user_agent": {
        "device": {
            "name": "Mac"
        },
        "name": "Chrome",
        "os": {
            "full": "Mac OS X 10.15.7",
            "name": "Mac OS X",
            "version": "10.15.7"
        },
        "version": "114.0.0.0"
    }
}

{
    "message": "{\"initiated_by\":{\"id\":\"627e7e94c17c5a34e72b862a\",\"type\":\"user\",\"username\":\"john.doe\"},\"error_message\":\"not authorized\",\"geoip\":{\"country_code\":\"FR\",\"timezone\":\"Europe/Paris\",\"latitude\":48.8138,\"continent_code\":\"EU\",\"region_name\":\"Val-de-Marne\",\"longitude\":2.3873,\"region_code\":\"94\"},\"sso_token_success\":false,\"useragent\":{\"os\":\"Mac OS X\",\"minor\":\"0\",\"os_minor\":\"15\",\"os_major\":\"10\",\"os_version\":\"10.15.7\",\"version\":\"114.0.0.0\",\"os_patch\":\"7\",\"patch\":\"0\",\"os_full\":\"Mac OS X 10.15.7\",\"major\":\"114\",\"name\":\"Chrome\",\"os_name\":\"Mac OS X\",\"device\":\"Mac\"},\"auth_context\":{\"system\":{\"hostname\":\"JPABLO-MAC\",\"os\":\"Mac OS X\",\"displayName\":\"PCONTRERAS-MAC\",\"id\":\"627e7d26e05f2c61150b5905\",\"version\":\"13.4\"},\"auth_methods\":{}},\"mfa\":false,\"event_type\":\"sso_auth\",\"application\":{\"display_label\":\"Salesforce\",\"sso_type\":\"saml\",\"name\":\"salesforce\",\"id\":\"5fbfaa559753353c0b83ecc0\",\"sso_url\":\"https://sso.jumpcloud.com/saml2/google\"},\"provider\":\"\",\"service\":\"sso\",\"organization\":\"641b3db57090821c0b2f8183\",\"@version\":\"1\",\"client_ip\":\"9.10.11.12\",\"id\":\"648b24c48eae32f4adabc27e\",\"idp_initiated\":false,\"timestamp\":\"2023-06-15T14:48:36.495420839Z\"}",
    "event": {
        "action": "sso_auth",
        "category": [
            "authentication"
        ],
        "outcome": "failure",
        "type": [
            "info"
        ]
    },
    "@timestamp": "2023-06-15T14:48:36.495420Z",
    "action": {
        "outcome": "failure",
        "outcome_reason": "not authorized"
    },
    "client": {
        "address": "9.10.11.12",
        "ip": "9.10.11.12"
    },
    "jumpcloud": {
        "event_type": "sso_auth",
        "id": "648b24c48eae32f4adabc27e"
    },
    "observer": {
        "vendor": "Jumpcloud"
    },
    "related": {
        "ip": [
            "9.10.11.12"
        ],
        "user": [
            "john.doe"
        ]
    },
    "service": {
        "name": "salesforce"
    },
    "source": {
        "address": "9.10.11.12",
        "ip": "9.10.11.12",
        "user": {
            "id": "627e7e94c17c5a34e72b862a",
            "name": "john.doe"
        }
    },
    "user_agent": {
        "device": {
            "name": "Mac"
        },
        "name": "Chrome",
        "os": {
            "full": "Mac OS X 10.15.7",
            "name": "Mac OS X",
            "version": "10.15.7"
        },
        "version": "114.0.0.0"
    }
}

{
    "message": "{\"initiated_by\":{\"id\":\"611d175820c84b11c28262e2\",\"type\":\"user\",\"username\":\"john.doe\"},\"error_message\":\"\",\"geoip\":{\"country_code\":\"US\",\"timezone\":\"America/New_York\",\"latitude\":42.3364,\"continent_code\":\"NA\",\"region_name\":\"Massachusetts\",\"region_code\":\"MA\",\"longitude\":-71.0326},\"sso_token_success\":true,\"auth_context\":{\"system\":{\"hostname\":\"JDOE-DEKSTOP\",\"os\":\"Mac OS X\",\"displayName\":\"JDOE-DEKSTOP\",\"id\":\"611eadd78e9ce015fc53eb28\",\"version\":\"13.4\"},\"auth_methods\":{},\"policies_applied\":[{\"metadata\":{\"resource_type\":\"APPLICATION\",\"action\":\"ALLOW\"},\"name\":\"Global Policy\",\"id\":\"\"}]},\"useragent\":{\"os_full\":\"Mac OS X 10.15\",\"minor\":\"0\",\"os\":\"Mac OS X\",\"major\":\"114\",\"os_minor\":\"15\",\"os_major\":\"10\",\"os_version\":\"10.15\",\"name\":\"Firefox\",\"os_name\":\"Mac OS X\",\"device\":\"Mac\",\"version\":\"114.0\"},\"mfa\":false,\"event_type\":\"sso_auth\",\"application\":{\"display_label\":\"Google Workspace\",\"sso_type\":\"saml\",\"name\":\"google\",\"id\":\"60d05c1385450d17af70308f\",\"sso_url\":\"https://sso.jumpcloud.com/saml2/google\"},\"provider\":\"\",\"service\":\"sso\",\"organization\":\"641b3db57090821c0b2f8183\",\"@version\":\"1\",\"client_ip\":\"1.2.3.4\",\"id\":\"648b16171f40f190e2945fc1\",\"idp_initiated\":false,\"timestamp\":\"2023-06-15T13:45:59.812449824Z\"}",
    "event": {
        "action": "sso_auth",
        "category": [
            "authentication"
        ],
        "outcome": "success",
        "type": [
            "info"
        ]
    },
    "@timestamp": "2023-06-15T13:45:59.812449Z",
    "action": {
        "outcome": "success"
    },
    "client": {
        "address": "1.2.3.4",
        "ip": "1.2.3.4"
    },
    "jumpcloud": {
        "event_type": "sso_auth",
        "id": "648b16171f40f190e2945fc1"
    },
    "observer": {
        "vendor": "Jumpcloud"
    },
    "related": {
        "ip": [
            "1.2.3.4"
        ],
        "user": [
            "john.doe"
        ]
    },
    "service": {
        "name": "google"
    },
    "source": {
        "address": "1.2.3.4",
        "ip": "1.2.3.4",
        "user": {
            "id": "611d175820c84b11c28262e2",
            "name": "john.doe"
        }
    },
    "user_agent": {
        "device": {
            "name": "Mac"
        },
        "name": "Firefox",
        "os": {
            "full": "Mac OS X 10.15",
            "name": "Mac OS X",
            "version": "10.15"
        },
        "version": "114.0"
    }
}

{
    "message": "{\"initiated_by\":{\"id\":\"603e0c284295c570a179ef4a\",\"type\":\"admin\",\"email\":\"maurice.moss@sekoia.io\"},\"geoip\":{\"country_code\":\"IE\",\"timezone\":\"Europe/Dublin\",\"latitude\":53.3379,\"continent_code\":\"EU\",\"region_name\":\"Leinster\",\"region_code\":\"L\",\"longitude\":-6.2591},\"resource\":{\"id\":\"6127579ec58b6d6144c06492\",\"type\":\"user\",\"username\":\"jane.doe\"},\"useragent\":{\"os_full\":\"Other\",\"os\":\"Other\",\"name\":\"Other\",\"os_name\":\"Other\",\"device\":\"Other\"},\"changes\":[{\"field\":\"attributes\",\"from\":[{\"name\":\"Division\",\"id\":\"648f9f5f293ab1deaf28fa84\",\"_id\":\"648f9f5f293ab1deaf28fa84\",\"value\":\"Marketing\"}],\"to\":[{\"name\":\"Division\",\"id\":\"6490f0f5a2d539837a30aaa0\",\"_id\":\"6490f0f5a2d539837a30aaa0\",\"value\":\"Sales\"}]}],\"auth_method\":\"api key\",\"event_type\":\"user_update\",\"provider\":null,\"service\":\"directory\",\"organization\":\"641b3db57090821c0b2f8183\",\"@version\":\"1\",\"client_ip\":\"1.2.3.4\",\"id\":\"6490f0f5a2d539837a30aaad\",\"timestamp\":\"2023-06-20T00:21:09.162Z\"}",
    "event": {
        "action": "user_update"
    },
    "@timestamp": "2023-06-20T00:21:09.162000Z",
    "client": {
        "address": "1.2.3.4",
        "ip": "1.2.3.4"
    },
    "jumpcloud": {
        "changes": [
            {
                "field": "attributes"
            }
        ],
        "event_type": "user_update",
        "id": "6490f0f5a2d539837a30aaad"
    },
    "observer": {
        "vendor": "Jumpcloud"
    },
    "related": {
        "ip": [
            "1.2.3.4"
        ]
    },
    "source": {
        "address": "1.2.3.4",
        "ip": "1.2.3.4",
        "user": {
            "email": "maurice.moss@sekoia.io",
            "id": "603e0c284295c570a179ef4a"
        }
    },
    "user": {
        "target": {
            "id": "6127579ec58b6d6144c06492",
            "name": "jane.doe"
        }
    },
    "user_agent": {
        "device": {
            "name": "Other"
        },
        "name": "Other",
        "os": {
            "full": "Other",
            "name": "Other"
        }
    }
}

{
    "message": "{\"initiated_by\":{\"source\":\"scim\",\"id\":\"5bf6defbdcd8233029e0c599\",\"type\":\"admin\",\"email\":\"maurice.moss@sekoia.io\"},\"geoip\":{\"country_code\":\"IE\",\"timezone\":\"Europe/Dublin\",\"latitude\":53.3379,\"continent_code\":\"EU\",\"region_name\":\"Leinster\",\"region_code\":\"L\",\"longitude\":-6.2591},\"resource\":{\"id\":\"627232d9c2bb20373d84eb63\",\"type\":\"user\",\"username\":\"jane.doe\"},\"useragent\":{\"patch\":\"0\",\"os_full\":\"Other\",\"minor\":\"68\",\"major\":\"7\",\"os\":\"Other\",\"name\":\"curl\",\"os_name\":\"Other\",\"device\":\"Other\",\"version\":\"7.68.0\"},\"changes\":[{\"field\":\"addresses\",\"from\":[{\"country\":\"FR\",\"poBox\":\"\",\"streetAddress\":\"\",\"postalCode\":\"\",\"locality\":\"\",\"id\":\"63bfde6bce2d30b9e8a6cb4c\",\"_id\":\"63bfde6bce2d30b9e8a6cb4c\",\"region\":\"\",\"extendedAddress\":\"\",\"type\":\"home\"},{\"country\":\"FR\",\"poBox\":\"\",\"streetAddress\":\"54 rue des Petites Ecuries\",\"postalCode\":\"75010\",\"locality\":\"Paris\",\"id\":\"63bfde6bce2d30b9e8a6cb4d\",\"_id\":\"63bfde6bce2d30b9e8a6cb4d\",\"region\":\"\",\"extendedAddress\":\"\",\"type\":\"work\"}],\"to\":[{\"country\":\"FR\",\"poBox\":\"\",\"streetAddress\":\"\",\"postalCode\":\"\",\"locality\":\"\",\"id\":\"64907cb6e968be7fe5b14d74\",\"_id\":\"64907cb6e968be7fe5b14d74\",\"region\":\"\",\"extendedAddress\":\"\",\"type\":\"home\"},{\"country\":\"FR\",\"poBox\":\"\",\"streetAddress\":\"54 rue des Petites Ecuries\",\"postalCode\":\"75010\",\"locality\":\"Paris\",\"id\":\"64907cb6e968be7fe5b14d75\",\"_id\":\"64907cb6e968be7fe5b14d75\",\"region\":\"\",\"extendedAddress\":\"\",\"type\":\"work\"}]},{\"field\":\"company\",\"from\":\"SEKOIA.IO\",\"to\":\"Sekoia.io\"},{\"field\":\"location\",\"from\":\"Paris\",\"to\":\"France\"}],\"auth_method\":\"api key\",\"event_type\":\"user_update\",\"correlation\":{},\"service\":\"directory\",\"success\":true,\"organization\":\"641b3db57090821c0b2f8183\",\"@version\":\"1\",\"client_ip\":\"4.5.6.7\",\"id\":\"64907cb6e968be7fe5b14d80\",\"message_chain\":{},\"timestamp\":\"2023-06-19T16:05:10.657Z\"}",
    "event": {
        "action": "user_update",
        "outcome": "success"
    },
    "@timestamp": "2023-06-19T16:05:10.657000Z",
    "action": {
        "outcome": "success"
    },
    "client": {
        "address": "4.5.6.7",
        "ip": "4.5.6.7"
    },
    "jumpcloud": {
        "changes": [
            {
                "field": "addresses"
            },
            {
                "field": "company"
            },
            {
                "field": "location"
            }
        ],
        "event_type": "user_update",
        "id": "64907cb6e968be7fe5b14d80"
    },
    "observer": {
        "vendor": "Jumpcloud"
    },
    "related": {
        "ip": [
            "4.5.6.7"
        ]
    },
    "source": {
        "address": "4.5.6.7",
        "ip": "4.5.6.7",
        "user": {
            "email": "maurice.moss@sekoia.io",
            "id": "5bf6defbdcd8233029e0c599"
        }
    },
    "user": {
        "target": {
            "id": "627232d9c2bb20373d84eb63",
            "name": "jane.doe"
        }
    },
    "user_agent": {
        "device": {
            "name": "Other"
        },
        "name": "curl",
        "os": {
            "full": "Other",
            "name": "Other"
        },
        "version": "7.68.0"
    }
}

{
    "message": "{\"initiated_by\":{\"id\":\"5bf6defbdcd8233029e0c599\",\"source\":\"scim\",\"type\":\"admin\",\"email\":\"maurice.moss@sekoia.io\"},\"geoip\":{\"country_code\":\"IE\",\"timezone\":\"Europe/Dublin\",\"latitude\":53.3379,\"continent_code\":\"EU\",\"region_name\":\"Leinster\",\"longitude\":-6.2591,\"region_code\":\"L\"},\"resource\":{\"id\":\"628cf9c0d6f4831f8192fa8d\",\"type\":\"user\",\"username\":\"john.wick\"},\"changes\":[{\"field\":\"addresses\",\"from\":[{\"country\":\"FR\",\"poBox\":\"\",\"streetAddress\":\"\",\"postalCode\":\"\",\"locality\":\"\",\"_id\":\"63ebb4f66e98244ef78531d8\",\"id\":\"63ebb4f66e98244ef78531d8\",\"extendedAddress\":\"\",\"type\":\"home\",\"region\":\"\"},{\"country\":\"FR\",\"poBox\":\"\",\"streetAddress\":\"54 Rue des Petites Ecuries\",\"postalCode\":\"75010\",\"locality\":\"Paris\",\"_id\":\"63ebb4f66e98244ef78531d9\",\"id\":\"63ebb4f66e98244ef78531d9\",\"extendedAddress\":\"\",\"type\":\"work\",\"region\":\"\"}],\"to\":[{\"country\":\"FR\",\"poBox\":\"\",\"streetAddress\":\"\",\"postalCode\":\"\",\"locality\":\"\",\"_id\":\"64908c2ef675033f5a7a5e0f\",\"id\":\"64908c2ef675033f5a7a5e0f\",\"extendedAddress\":\"\",\"type\":\"home\",\"region\":\"\"},{\"country\":\"FR\",\"poBox\":\"\",\"streetAddress\":\"54 Rue des Petites Ecuries\",\"postalCode\":\"75010\",\"locality\":\"Paris\",\"_id\":\"64908c2ef675033f5a7a5e10\",\"id\":\"64908c2ef675033f5a7a5e10\",\"extendedAddress\":\"\",\"type\":\"work\",\"region\":\"\"}]},{\"field\":\"company\",\"from\":\"SEKOIA.IO\",\"to\":\"Sekoia.io\"},{\"field\":\"location\",\"from\":\"Paris\",\"to\":\"France\"},{\"field\":\"state\",\"from\":\"ACTIVATED\",\"to\":\"SUSPENDED\"},{\"field\":\"suspended\",\"from\":false,\"to\":true}],\"useragent\":{\"patch\":\"0\",\"os_full\":\"Other\",\"os\":\"Other\",\"minor\":\"68\",\"major\":\"7\",\"name\":\"curl\",\"os_name\":\"Other\",\"device\":\"Other\",\"version\":\"7.68.0\"},\"auth_method\":\"api key\",\"event_type\":\"user_update\",\"correlation\":{},\"service\":\"directory\",\"success\":true,\"organization\":\"641b3db57090821c0b2f8183\",\"@version\":\"1\",\"client_ip\":\"10.11.12.13\",\"id\":\"64908c2ef675033f5a7a5e1e\",\"message_chain\":{},\"timestamp\":\"2023-06-19T17:11:10.381Z\"}",
    "event": {
        "action": "user_update",
        "outcome": "success"
    },
    "@timestamp": "2023-06-19T17:11:10.381000Z",
    "action": {
        "outcome": "success"
    },
    "client": {
        "address": "10.11.12.13",
        "ip": "10.11.12.13"
    },
    "jumpcloud": {
        "changes": [
            {
                "field": "addresses"
            },
            {
                "field": "company"
            },
            {
                "field": "location"
            },
            {
                "field": "state",
                "from": "activated",
                "to": "suspended"
            },
            {
                "field": "suspended",
                "from": "false",
                "to": "true"
            }
        ],
        "event_type": "user_update",
        "id": "64908c2ef675033f5a7a5e1e"
    },
    "observer": {
        "vendor": "Jumpcloud"
    },
    "related": {
        "ip": [
            "10.11.12.13"
        ]
    },
    "source": {
        "address": "10.11.12.13",
        "ip": "10.11.12.13",
        "user": {
            "email": "maurice.moss@sekoia.io",
            "id": "5bf6defbdcd8233029e0c599"
        }
    },
    "user": {
        "target": {
            "id": "628cf9c0d6f4831f8192fa8d",
            "name": "john.wick"
        }
    },
    "user_agent": {
        "device": {
            "name": "Other"
        },
        "name": "curl",
        "os": {
            "full": "Other",
            "name": "Other"
        },
        "version": "7.68.0"
    }
}

Extracted Fields

The following table lists the fields that are extracted, normalized under the ECS format, analyzed and indexed by the parser. It should be noted that infered fields are not listed.

Name	Type	Description
`@timestamp`	`date`	Date/time when the event originated.
`client.ip`	`ip`	IP address of the client.
`event.action`	`keyword`	The action captured by the event.
`event.category`	`keyword`	Event category. The second categorization field in the hierarchy.
`event.module`	`keyword`	Name of the module this data is coming from.
`event.type`	`keyword`	Event type. The third categorization field in the hierarchy.
`host.id`	`keyword`	Unique host id.
`host.name`	`keyword`	Name of the host.
`jumpcloud.changes`	`array`	Field containing information about changes
`jumpcloud.event_type`	`keyword`	Jumpcloud event type
`jumpcloud.id`	`keyword`	Jumpcloud log id
`observer.vendor`	`keyword`	Vendor name of the observer.
`process.name`	`keyword`	Process name.
`service.name`	`keyword`	Name of the service.
`source.ip`	`ip`	IP address of the source.
`source.user.email`	`keyword`	User email address.
`source.user.id`	`keyword`	Unique identifier of the user.
`source.user.name`	`keyword`	Short name or login of the user.
`user.name`	`keyword`	Short name or login of the user.
`user.target.email`	`keyword`	User email address.
`user.target.id`	`keyword`	Unique identifier of the user.
`user.target.name`	`keyword`	Short name or login of the user.
`user_agent.device.name`	`keyword`	Name of the device.
`user_agent.name`	`keyword`	Name of the user agent.
`user_agent.os.full`	`keyword`	Operating system name, including the version or code name.
`user_agent.os.name`	`keyword`	Operating system name, without the version.
`user_agent.os.version`	`keyword`	Operating system version as a raw string.
`user_agent.version`	`keyword`	Version of the user agent.

For more information on the Intake Format, please find the code of the Parser, Smart Descriptions, and Supported Events here.