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Patrick Bareiss
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‎baselines/add_prohibited_processes_to_enterprise_security.yml‎

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name: Add Prohibited Processes to Enterprise Security
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id: 251930a5-1451-4428-bb13-eed5775be0ce
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version: '1.0'
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version: 1
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date: '2017-09-15'
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description: This search takes the existing interesting process table from ES, filters
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out any existing additions added by ESCU and then updates the table with processes

‎baselines/baseline_of_api_calls_per_user_arn.yml‎

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name: Baseline of API Calls per User ARN
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id: fc0edc96-ff2b-48b0-9f6f-63da3783fd63
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version: '1.0'
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version: 1
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date: '2018-04-09'
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description: This search establishes, on a per-hour basis, the average and the standard
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deviation of the number of API calls made by each user. Also recorded is the number

‎baselines/baseline_of_blocked_outbound_traffic_from_aws.yml‎

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name: Baseline of blocked outbound traffic from AWS
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id: fc0edd96-ff2b-48b0-9f1f-63da3782fd63
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version: '1.0'
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version: 1
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date: '2018-05-07'
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description: This search establishes, on a per-hour basis, the average and the standard
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deviation of the number of outbound connections blocked in your VPC flow logs by

‎baselines/baseline_of_command_line_length___mltk.yml‎

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name: Baseline of Command Line Length - MLTK
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id: d2a4d85b-fc6a-47a0-82f6-bc1ec2ebc459
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version: '1.0'
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version: 1
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date: '2019-05-08'
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description: This search is used to build a Machine Learning Toolkit (MLTK) model
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to characterize the length of the command lines observed for each user in the environment.
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- Suspicious MSHTA Activity
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- Unusual Processes
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detections:
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- Unusually Long Command Line - MLTK
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- Detect Prohibited Applications Spawning cmd.exe
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- Unusually Long Command Line - MLTK

‎baselines/baseline_of_dns_query_length___mltk.yml‎

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name: Baseline of DNS Query Length - MLTK
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id: c914844c-0ff5-4efc-8d44-c063443129ba
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version: '1.0'
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version: 1
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date: '2019-05-08'
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description: This search is used to build a Machine Learning Toolkit (MLTK) model
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to characterize the length of the DNS queries for each DNS record type observed

‎baselines/baseline_of_excessive_aws_instances_launched_by_user___mltk.yml‎

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name: Baseline of Excessive AWS Instances Launched by User - MLTK
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id: fa5634df-fb05-4b4b-aba0-6115138bb1ba
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version: '1.0'
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version: 1
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date: '2019-11-14'
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description: This search is used to build a Machine Learning Toolkit (MLTK) model
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for how many RunInstances users do in the environment. By default, the search uses

‎baselines/baseline_of_excessive_aws_instances_terminated_by_user___mltk.yml‎

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name: Baseline of Excessive AWS Instances Terminated by User - MLTK
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id: b28ed6de-e4ba-40f7-ae0a-93a088c774ab
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version: '1.0'
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version: 1
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date: '2019-11-14'
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description: This search is used to build a Machine Learning Toolkit (MLTK) model
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for how many TerminateInstances users do in the environment. By default, the search

‎baselines/baseline_of_network_acl_activity_by_arn.yml‎

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name: Baseline of Network ACL Activity by ARN
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id: fc0edd96-ff2b-4810-9f1f-63da3783fd63
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version: '1.0'
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version: 1
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date: '2018-05-21'
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description: This search establishes, on a per-hour basis, the average and the standard
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deviation of the number of API calls that were related to network ACLs made by each

‎baselines/baseline_of_s3_bucket_deletion_activity_by_arn.yml‎

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name: Baseline of S3 Bucket deletion activity by ARN
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id: fc0edd96-ff2b-48b0-9f1f-63eq3783fd63
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version: '1.0'
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version: 1
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date: '2018-07-17'
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description: This search establishes, on a per-hour basis, the average and standard
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deviation for the number of API calls related to deleting an S3 bucket by each user.

‎baselines/baseline_of_security_group_activity_by_arn.yml‎

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name: Baseline of Security Group Activity by ARN
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id: fc0edd96-ff2b-48b0-9f1f-63da3783fd63
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version: '1.0'
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version: 1
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date: '2018-04-17'
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description: This search establishes, on a per-hour basis, the average and the standard
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deviation for the number of API calls related to security groups made by each user.

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