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[ML] Fixes errors in JSON of SIEM module job configurations #48508

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Oct 17, 2019
Merged

[ML] Fixes errors in JSON of SIEM module job configurations #48508

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[ML] Fixes errors in JSON of SIEM module job configurations
peteharverson Oct 17, 2019
d8409ff
[ML] Fixes queries in custom URLs for two SIEM jobs
peteharverson Oct 17, 2019
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14 changes: 0 additions & 14 deletions ...els/data_recognizer/modules/siem_auditbeat/ml/datafeed_suspicious_login_activity_ecs.json
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83 changes: 35 additions & 48 deletions ...odels/data_recognizer/modules/siem_auditbeat/ml/linux_anomalous_network_activity_ecs.json
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Original file line number Diff line number Diff line change
Expand Up @@ -15,52 +15,39 @@
"by_field_name": "process.name"
}
],
"analysis_config": {
"bucket_span": "15m",
"detectors": [
{
"detector_description": "rare by \"process.name\"",
"function": "rare",
"by_field_name": "process.name"
}
],
"influencers": [
"host.name",
"process.name",
"user.name",
"destination.ip"
]
},
"allow_lazy_open": true,
"analysis_limits": {
"model_memory_limit": "64mb"
},
"data_description": {
"time_field": "@timestamp"
},
"custom_settings": {
"created_by": "ml-module-siem-auditbeat",
"custom_urls": [
{
"url_name": "Host Details by process name",
"url_value": "siem#/ml-hosts/$host.name$?_g=()&query=(query:'process.name%20:%20%22$process.name$%22',language:kuery)&timerange=(global:(linkTo:!(timeline),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')),timeline:(linkTo:!(global),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')))"
},
{
"url_name": "Host Details by user name",
"url_value": "siem#/ml-hosts/$host.name$?_g=()&query=(query:'user.name%20:%20%22$user.name$%22',language:kuery)&timerange=(global:(linkTo:!(timeline),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')),timeline:(linkTo:!(global),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')))"
},
{
"url_name": "Hosts Overview by process name",
"url_value": "siem#/ml-hosts?_g=()&query=(query:'process.name%20:%20%22$process.name$%22',language:kuery)&timerange=(global:(linkTo:!(timeline),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')),timeline:(linkTo:!(global),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')))"
},
{
"url_name": "Hosts Overview by user name",
"url_value": "siem#/ml-hosts?_g=()&query=(query:'user.name%20:%20%22$user.name$%22',language:kuery)&timerange=(global:(linkTo:!(timeline),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')),timeline:(linkTo:!(global),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')))"
}
]
}
]
}
]
"influencers": [
"host.name",
"process.name",
"user.name",
"destination.ip"
]
},
"allow_lazy_open": true,
"analysis_limits": {
"model_memory_limit": "64mb"
},
"data_description": {
"time_field": "@timestamp"
},
"custom_settings": {
"created_by": "ml-module-siem-auditbeat",
"custom_urls": [
{
"url_name": "Host Details by process name",
"url_value": "siem#/ml-hosts/$host.name$?_g=()&query=(query:'process.name%20:%20%22$process.name$%22',language:kuery)&timerange=(global:(linkTo:!(timeline),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')),timeline:(linkTo:!(global),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')))"
},
{
"url_name": "Host Details by user name",
"url_value": "siem#/ml-hosts/$host.name$?_g=()&query=(query:'user.name%20:%20%22$user.name$%22',language:kuery)&timerange=(global:(linkTo:!(timeline),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')),timeline:(linkTo:!(global),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')))"
},
{
"url_name": "Hosts Overview by process name",
"url_value": "siem#/ml-hosts?_g=()&query=(query:'process.name%20:%20%22$process.name$%22',language:kuery)&timerange=(global:(linkTo:!(timeline),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')),timeline:(linkTo:!(global),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')))"
},
{
"url_name": "Hosts Overview by user name",
"url_value": "siem#/ml-hosts?_g=()&query=(query:'user.name%20:%20%22$user.name$%22',language:kuery)&timerange=(global:(linkTo:!(timeline),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')),timeline:(linkTo:!(global),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')))"
}
]
}
}
}
10 changes: 5 additions & 5 deletions .../data_recognizer/modules/siem_auditbeat/ml/linux_anomalous_network_port_activity_ecs.json
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Original file line number Diff line number Diff line change
Expand Up @@ -34,20 +34,20 @@
"custom_urls": [
{
"url_name": "Host Details by process name",
"url_value": "siem#/ml-hosts/$host.name$?_g=()&query=(expression:'process.name%20:%20%22$process.name$%22',language:kuery)&timerange=(global:(linkTo:!(timeline),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')),timeline:(linkTo:!(global),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')))"
"url_value": "siem#/ml-hosts/$host.name$?_g=()&query=(query:'process.name%20:%20%22$process.name$%22',language:kuery)&timerange=(global:(linkTo:!(timeline),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')),timeline:(linkTo:!(global),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')))"
},
{
"url_name": "Host Details by user name",
"url_value": "siem#/ml-hosts/$host.name$?_g=()&query=(expression:'user.name%20:%20%22$user.name$%22',language:kuery)&timerange=(global:(linkTo:!(timeline),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')),timeline:(linkTo:!(global),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')))"
"url_value": "siem#/ml-hosts/$host.name$?_g=()&query=(query:'user.name%20:%20%22$user.name$%22',language:kuery)&timerange=(global:(linkTo:!(timeline),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')),timeline:(linkTo:!(global),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')))"
},
{
"url_name": "Hosts Overview by process name",
"url_value": "siem#/ml-hosts?_g=()&query=(expression:'process.name%20:%20%22$process.name$%22',language:kuery)&timerange=(global:(linkTo:!(timeline),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')),timeline:(linkTo:!(global),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')))"
"url_value": "siem#/ml-hosts?_g=()&query=(query:'process.name%20:%20%22$process.name$%22',language:kuery)&timerange=(global:(linkTo:!(timeline),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')),timeline:(linkTo:!(global),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')))"
},
{
"url_name": "Hosts Overview by user name",
"url_value": "siem#/ml-hosts?_g=()&query=(expression:'user.name%20:%20%22$user.name$%22',language:kuery)&timerange=(global:(linkTo:!(timeline),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')),timeline:(linkTo:!(global),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')))"
"url_value": "siem#/ml-hosts?_g=()&query=(query:'user.name%20:%20%22$user.name$%22',language:kuery)&timerange=(global:(linkTo:!(timeline),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')),timeline:(linkTo:!(global),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')))"
}
]
}
}
}
78 changes: 33 additions & 45 deletions ...erver/models/data_recognizer/modules/siem_auditbeat/ml/linux_anomalous_user_name_ecs.json
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Original file line number Diff line number Diff line change
Expand Up @@ -15,50 +15,38 @@
"by_field_name": "user.name"
}
],
"description": "SIEM Auditbeat: Rare and unusual users that are not normally active may indicate unauthorized changes or activity by an unauthorized user which may be credentialed access or lateral movement (beta)",
"analysis_config": {
"bucket_span": "15m",
"detectors": [
{
"detector_description": "rare by \"user.name\"",
"function": "rare",
"by_field_name": "user.name"
}
],
"influencers": [
"host.name",
"process.name",
"user.name"
]
},
"allow_lazy_open": true,
"analysis_limits": {
"model_memory_limit": "32mb"
},
"data_description": {
"time_field": "@timestamp"
},
"custom_settings": {
"created_by": "ml-module-siem-auditbeat",
"custom_urls": [
{
"url_name": "Host Details by process name",
"url_value": "siem#/ml-hosts/$host.name$?_g=()&query=(query:'process.name%20:%20%22$process.name$%22',language:kuery)&timerange=(global:(linkTo:!(timeline),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')),timeline:(linkTo:!(global),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')))"
},
{
"url_name": "Host Details by user name",
"url_value": "siem#/ml-hosts/$host.name$?_g=()&query=(query:'user.name%20:%20%22$user.name$%22',language:kuery)&timerange=(global:(linkTo:!(timeline),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')),timeline:(linkTo:!(global),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')))"
},
{
"url_name": "Hosts Overview by process name",
"url_value": "siem#/ml-hosts?_g=()&query=(query:'process.name%20:%20%22$process.name$%22',language:kuery)&timerange=(global:(linkTo:!(timeline),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')),timeline:(linkTo:!(global),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')))"
},
{
"url_name": "Hosts Overview by user name",
"url_value": "siem#/ml-hosts?_g=()&query=(query:'user.name%20:%20%22$user.name$%22',language:kuery)&timerange=(global:(linkTo:!(timeline),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')),timeline:(linkTo:!(global),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')))"
}
]
}
"influencers": [
"host.name",
"process.name",
"user.name"
]
},
"allow_lazy_open": true,
"analysis_limits": {
"model_memory_limit": "32mb"
},
"data_description": {
"time_field": "@timestamp"
},
"custom_settings": {
"created_by": "ml-module-siem-auditbeat",
"custom_urls": [
{
"url_name": "Host Details by process name",
"url_value": "siem#/ml-hosts/$host.name$?_g=()&query=(query:'process.name%20:%20%22$process.name$%22',language:kuery)&timerange=(global:(linkTo:!(timeline),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')),timeline:(linkTo:!(global),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')))"
},
{
"url_name": "Host Details by user name",
"url_value": "siem#/ml-hosts/$host.name$?_g=()&query=(query:'user.name%20:%20%22$user.name$%22',language:kuery)&timerange=(global:(linkTo:!(timeline),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')),timeline:(linkTo:!(global),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')))"
},
{
"url_name": "Hosts Overview by process name",
"url_value": "siem#/ml-hosts?_g=()&query=(query:'process.name%20:%20%22$process.name$%22',language:kuery)&timerange=(global:(linkTo:!(timeline),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')),timeline:(linkTo:!(global),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')))"
},
{
"url_name": "Hosts Overview by user name",
"url_value": "siem#/ml-hosts?_g=()&query=(query:'user.name%20:%20%22$user.name$%22',language:kuery)&timerange=(global:(linkTo:!(timeline),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')),timeline:(linkTo:!(global),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')))"
}
]
}
}
}
39 changes: 0 additions & 39 deletions ...erver/models/data_recognizer/modules/siem_auditbeat/ml/suspicious_login_activity_ecs.json
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This file was deleted.

83 changes: 35 additions & 48 deletions ...ls/data_recognizer/modules/siem_winlogbeat/ml/windows_anomalous_network_activity_ecs.json
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Original file line number Diff line number Diff line change
Expand Up @@ -15,52 +15,39 @@
"by_field_name": "process.name"
}
],
"analysis_config": {
"bucket_span": "15m",
"detectors": [
{
"detector_description": "rare by \"process.name\"",
"function": "rare",
"by_field_name": "process.name"
}
],
"influencers": [
"host.name",
"process.name",
"user.name",
"destination.ip"
]
},
"allow_lazy_open": true,
"analysis_limits": {
"model_memory_limit": "64mb"
},
"data_description": {
"time_field": "@timestamp"
},
"custom_settings": {
"created_by": "ml-module-siem-winlogbeat",
"custom_urls": [
{
"url_name": "Host Details by process name",
"url_value": "siem#/ml-hosts/$host.name$?_g=()&query=(query:'process.name%20:%20%22$process.name$%22',language:kuery)&timerange=(global:(linkTo:!(timeline),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')),timeline:(linkTo:!(global),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')))"
},
{
"url_name": "Host Details by user name",
"url_value": "siem#/ml-hosts/$host.name$?_g=()&query=(query:'user.name%20:%20%22$user.name$%22',language:kuery)&timerange=(global:(linkTo:!(timeline),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')),timeline:(linkTo:!(global),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')))"
},
{
"url_name": "Hosts Overview by process name",
"url_value": "siem#/ml-hosts?_g=()&query=(query:'process.name%20:%20%22$process.name$%22',language:kuery)&timerange=(global:(linkTo:!(timeline),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')),timeline:(linkTo:!(global),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')))"
},
{
"url_name": "Hosts Overview by user name",
"url_value": "siem#/ml-hosts?_g=()&query=(query:'user.name%20:%20%22$user.name$%22',language:kuery)&timerange=(global:(linkTo:!(timeline),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')),timeline:(linkTo:!(global),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')))"
}
]
}
]
}
]
"influencers": [
"host.name",
"process.name",
"user.name",
"destination.ip"
]
},
"allow_lazy_open": true,
"analysis_limits": {
"model_memory_limit": "64mb"
},
"data_description": {
"time_field": "@timestamp"
},
"custom_settings": {
"created_by": "ml-module-siem-winlogbeat",
"custom_urls": [
{
"url_name": "Host Details by process name",
"url_value": "siem#/ml-hosts/$host.name$?_g=()&query=(query:'process.name%20:%20%22$process.name$%22',language:kuery)&timerange=(global:(linkTo:!(timeline),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')),timeline:(linkTo:!(global),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')))"
},
{
"url_name": "Host Details by user name",
"url_value": "siem#/ml-hosts/$host.name$?_g=()&query=(query:'user.name%20:%20%22$user.name$%22',language:kuery)&timerange=(global:(linkTo:!(timeline),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')),timeline:(linkTo:!(global),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')))"
},
{
"url_name": "Hosts Overview by process name",
"url_value": "siem#/ml-hosts?_g=()&query=(query:'process.name%20:%20%22$process.name$%22',language:kuery)&timerange=(global:(linkTo:!(timeline),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')),timeline:(linkTo:!(global),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')))"
},
{
"url_name": "Hosts Overview by user name",
"url_value": "siem#/ml-hosts?_g=()&query=(query:'user.name%20:%20%22$user.name$%22',language:kuery)&timerange=(global:(linkTo:!(timeline),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')),timeline:(linkTo:!(global),timerange:(from:'$earliest$',kind:absolute,to:'$latest$')))"
}
]
}
}
}
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