Created
November 15, 2017 00:01
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Splunk - Correlation Search starter for user authenticating to multiple hosts in a short time period
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| tstats summariesonly=t dc(Authentication.dest) from datamodel=Authentication.Authentication by Authentication.user,_time span=5m | |
| `drop_auth_dm` | |
| eventstats avg("dc(Authentication.dest)") as avg stdev("dc(Authentication.dest)") as stdev by "user" | |
| eval lowerBound=(avg-stdev*exact(2)), upperBound=(avg+stdev*exact(4)) | |
| eval isOutlier=if('dc(Authentication.dest)' < lowerBound OR 'dc(Authentication.dest)' > upperBound, 1, 0) | |
| search isOutlier=1 | |
| eval myTime=relative_time(now(), "-15m@m") | |
| eval time=_time | |
| where time>=myTime | |
| fields - avg,lowerBound,myTime,time | |
| rename upperBound AS alert_threshold | |
| eval alert_threshold=round(alert_threshold, 2) | |
| eval stdev=round(stdev, 2) |
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