Backend OpenSearch do pySigma

Este é o backend OpenSearch para pySigma. Ele fornece o pacote sigma.backends.opensearch com duas classes de backend:

• OpensearchLuceneBackend - Converte regras Sigma para a sintaxe de consulta Lucene
• OpenSearchPPLBackend - Converte regras Sigma para consultas PPL (Piped Processing Language)

Backend Lucene

O backend Lucene suporta os seguintes formatos de saída:

• default: consultas Opensearch simples em sintaxe Lucene
  • Dica: No Dashboard você precisa alternar de DQL para Lucene
• monitor_rule: Estrutura JSON para importar regras de Alerting do Opensearch

Este backend é atualmente mantido por:

• Hendrik Bäcker

Contexto

Backend Lucene

Como as consultas baseadas em Lucene são muito semelhantes às consultas Lucene do Elasticsearch, a maior parte do código deste backend vem de pySigma-backend-elasticsearch.

Alterações específicas do Opensearch e formatos de saída são feitos neste backend (por exemplo, Monitor Rules).

Backend PPL

O backend PPL (Piped Processing Language) foi implementado do zero para suportar a linguagem de consulta nativa do OpenSearch. O PPL fornece:

• Suporte a correlação - Suporte integrado para regras de correlação Sigma

Suporte a Regras de Correlação

O backend PPL suporta totalmente regras de correlação Sigma, permitindo a detecção de cenários complexos com múltiplos eventos:

• event_count - Conta ocorrências de eventos (por exemplo, detecção de força bruta)
• value_count - Conta valores distintos de um campo (por exemplo, password spraying)
• temporal - Múltiplos eventos diferentes dentro de uma janela de tempo (por exemplo, ataques de múltiplos estágios)

Como fazer

Criar Saída - sigma-cli

Backend Lucene

sigma convert \
  -t opensearch \
  -p ecs_windows \
  -f monitor_rule \
  /data/sigma/rules/windows/process_creation/proc_creation_win_whoami_priv.yml

Backend PPL

sigma convert \
  -t opensearch-ppl \
  -p ecs_windows \
  /data/sigma/rules/windows/process_creation/proc_creation_win_whoami_priv.yml

Criar Regras de Alerting - Python

Backend Lucene

from sigma.backends.opensearch import OpensearchLuceneBackend

from sigma.pipelines.sysmon import sysmon_pipeline
from sigma.pipelines.elasticsearch.windows import ecs_windows

from sigma.collection import SigmaCollection
from sigma.processing.resolver import ProcessingPipelineResolver

# Create our pipeline resolver
piperesolver = ProcessingPipelineResolver()

# Add wanted pipelines
piperesolver.add_pipeline_class(ecs_windows())
piperesolver.add_pipeline_class(sysmon_pipeline())

# Create a single sorted and prioritzed pipeline
resolved_pipeline = piperesolver.resolve(piperesolver.pipelines)

# Instantiate backend, using our resolved pipeline
# and some backend parameter
backend = OpensearchLuceneBackend(resolved_pipeline, index_names=['logs-*-*', 'beats-*'], monitor_interval=10, monitor_interval_unit="MINUTES")

rules = SigmaCollection.from_yaml("""
title: Run Whoami Showing Privileges
id: 97a80ec7-0e2f-4d05-9ef4-65760e634f6b
status: experimental
description: Detects a whoami.exe executed with the /priv command line flag instructing the tool to show all current user privieleges. This is often used after a privilege escalation attempt. 
references:
    - https://docs.microsoft.com/en-us/windows-server/administration/windows-commands/whoami
author: Florian Roth
date: 2021/05/05
modified: 2022/05/13
tags:
    - attack.privilege_escalation
    - attack.discovery
    - attack.t1033
logsource:
    category: process_creation
    product: windows
detection:
    selection_img:
        - Image|endswith: '\whoami.exe'
        - OriginalFileName: 'whoami.exe'
    selection_cli:
        CommandLine|contains: '/priv'
    condition: all of selection*
falsepositives:
    - Administrative activity (rare lookups on current privileges)
level: high
""")

# Print converted rule in Lucene syntax
print("Lucene Result: \n" + "\n".join(backend.convert(rules)))

# Print converted rule ready for dsl syntax
print("DSL Result: \n" + json.dumps(backend.convert(rules, output_format="dsl_lucene")[0], indent=2))

# Generate a JSON structure to be imported as monitor rule
print("Monitor Rule Result: \n" + backend.convert(rules, output_format="monitor_rule"))

Resultado Lucene:

winlog.channel:Microsoft\-Windows\-Sysmon\/Operational AND (event.code:1 AND ((process.executable:*\\whoami.exe OR process.pe.original_file_name:whoami.exe) AND process.command_line:*\/priv*))

Resultado DSL:

{
  "query": {
    "bool": {
      "must": [
        {
          "query_string": {
            "query": "winlog.channel:Microsoft\\-Windows\\-Sysmon\\/Operational AND (event.code:1 AND (winlog.channel:Microsoft\\-Windows\\-Sysmon\\/Operational AND (event.code:1 AND ((process.executable:*\\\\whoami.exe OR process.pe.original_file_name:whoami.exe) AND process.command_line:*\\/priv*))))",
            "analyze_wildcard": true
          }
        }
      ]
    }
  }
}

Resultado da Regra de Monitor:

{
  "type": "monitor",
  "name": "SIGMA - Run Whoami Showing Privileges",
  "description": "Detects a whoami.exe executed with the /priv command line flag instructing the tool to show all current user privieleges. This is often used after a privilege escalation attempt.",
  "enabled": true,
  "schedule": {
    "period": {
      "interval": 10,
      "unit": "MINUTES"
    }
  },
  "inputs": [
    {
      "search": {
        "indices": [
          "logs-*-*",
          "beats-*"
        ],
        "query": {
          "size": 1,
          "query": {
            "bool": {
              "must": [
                {
                  "query_string": {
                    "query": "winlog.channel:Microsoft\\-Windows\\-Sysmon\\/Operational AND (event.code:1 AND (winlog.channel:Microsoft\\-Windows\\-Sysmon\\/Operational AND (event.code:1 AND (winlog.channel:Microsoft\\-Windows\\-Sysmon\\/Operational AND (event.code:1 AND ((process.executable:*\\\\whoami.exe OR process.pe.original_file_name:whoami.exe) AND process.command_line:*\\/priv*))))))",
                    "analyze_wildcard": true
                  }
                }
              ]
            }
          }
        }
      }
    }
  ],
  "tags": [
    "attack-privilege_escalation",
    "attack-discovery",
    "attack-t1033"
  ],
  "triggers": [
    {
      "name": "generated-trigger",
      "severity": 2,
      "condition": {
        "script": {
          "source": "ctx.results[0].hits.total.value > 0",
          "lang": "painless"
        }
      },
      "actions": []
    }
  ],
  "sigma_meta_data": {
    "rule_id": "97a80ec7-0e2f-4d05-9ef4-65760e634f6b",
    "threat": []
  },
  "references": [
    "https://docs.microsoft.com/en-us/windows-server/administration/windows-commands/whoami"
  ]
}

Backend PPL

from sigma.backends.opensearch.opensearch_ppl import OpenSearchPPLBackend
from sigma.collection import SigmaCollection

# Instantiate PPL backend
backend = OpenSearchPPLBackend()