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Alerts in correlations [Experminental] (opensearch-project#1040)
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* notification for alerting in correlation

* correlation alerts mapping change

* working code

Signed-off-by: Riya Saxena <[email protected]>

* alertsInCorrelation without notifciations

Signed-off-by: Riya Saxena <[email protected]>

* alertsInCorrelation without notifciations

Signed-off-by: Riya Saxena <[email protected]>

* alertsInCorrelation without notifciations

Signed-off-by: Riya Saxena <[email protected]>

* alerts in correlations notification service added

Signed-off-by: Riya Saxena <[email protected]>

* addressing the comments

Signed-off-by: Riya Saxena <[email protected]>

* addressing the comments

Signed-off-by: Riya Saxena <[email protected]>

* address the design changes discussed

Signed-off-by: Riya Saxena <[email protected]>

* address the design changes discussed

Signed-off-by: Riya Saxena <[email protected]>

* fixed tests

Signed-off-by: Riya Saxena <[email protected]>

---------

Signed-off-by: Riya <[email protected]>
Signed-off-by: Riya Saxena <[email protected]>
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riysaxen-amzn authored Jun 11, 2024
1 parent c3476fe commit 62e4453
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Showing 15 changed files with 1,069 additions and 32 deletions.
Original file line number Diff line number Diff line change
Expand Up @@ -17,6 +17,7 @@
import org.opensearch.action.ActionRequest;
import org.opensearch.core.action.ActionResponse;
import org.opensearch.client.Client;
import org.opensearch.client.node.NodeClient;
import org.opensearch.cluster.metadata.IndexNameExpressionResolver;
import org.opensearch.cluster.node.DiscoveryNode;
import org.opensearch.cluster.node.DiscoveryNodes;
Expand Down Expand Up @@ -51,8 +52,33 @@
import org.opensearch.rest.RestController;
import org.opensearch.rest.RestHandler;
import org.opensearch.script.ScriptService;
import org.opensearch.securityanalytics.action.*;
import org.opensearch.securityanalytics.action.GetAlertsAction;
import org.opensearch.securityanalytics.action.DeleteCorrelationRuleAction;
import org.opensearch.securityanalytics.action.AckAlertsAction;
import org.opensearch.securityanalytics.action.CreateIndexMappingsAction;
import org.opensearch.securityanalytics.action.CorrelatedFindingAction;
import org.opensearch.securityanalytics.action.DeleteCustomLogTypeAction;
import org.opensearch.securityanalytics.action.DeleteDetectorAction;
import org.opensearch.securityanalytics.action.DeleteRuleAction;
import org.opensearch.securityanalytics.action.GetAllRuleCategoriesAction;
import org.opensearch.securityanalytics.action.GetDetectorAction;
import org.opensearch.securityanalytics.action.GetFindingsAction;
import org.opensearch.securityanalytics.action.GetIndexMappingsAction;
import org.opensearch.securityanalytics.action.GetMappingsViewAction;
import org.opensearch.securityanalytics.action.IndexCorrelationRuleAction;
import org.opensearch.securityanalytics.action.IndexCustomLogTypeAction;
import org.opensearch.securityanalytics.action.IndexDetectorAction;
import org.opensearch.securityanalytics.action.IndexRuleAction;
import org.opensearch.securityanalytics.action.ListCorrelationsAction;
import org.opensearch.securityanalytics.action.SearchCorrelationRuleAction;
import org.opensearch.securityanalytics.action.SearchCustomLogTypeAction;
import org.opensearch.securityanalytics.action.SearchDetectorAction;
import org.opensearch.securityanalytics.action.SearchRuleAction;
import org.opensearch.securityanalytics.action.UpdateIndexMappingsAction;
import org.opensearch.securityanalytics.action.ValidateRulesAction;
import org.opensearch.securityanalytics.correlation.index.codec.CorrelationCodecService;
import org.opensearch.securityanalytics.correlation.alert.CorrelationAlertService;
import org.opensearch.securityanalytics.correlation.alert.notifications.NotificationService;
import org.opensearch.securityanalytics.correlation.index.mapper.CorrelationVectorFieldMapper;
import org.opensearch.securityanalytics.correlation.index.query.CorrelationQueryBuilder;
import org.opensearch.securityanalytics.indexmanagment.DetectorIndexManagementService;
Expand Down Expand Up @@ -165,13 +191,14 @@ public Collection<Object> createComponents(Client client,
TIFJobParameterService tifJobParameterService = new TIFJobParameterService(client, clusterService);
TIFJobUpdateService tifJobUpdateService = new TIFJobUpdateService(clusterService, tifJobParameterService, threatIntelFeedDataService, builtInTIFMetadataLoader);
TIFLockService threatIntelLockService = new TIFLockService(clusterService, client);

CorrelationAlertService correlationAlertService = new CorrelationAlertService(client, xContentRegistry);
NotificationService notificationServiceService = new NotificationService((NodeClient)client, scriptService);
TIFJobRunner.getJobRunnerInstance().initialize(clusterService, tifJobUpdateService, tifJobParameterService, threatIntelLockService, threadPool, detectorThreatIntelService);

return List.of(
detectorIndices, correlationIndices, correlationRuleIndices, ruleTopicIndices, customLogTypeIndices, ruleIndices,
mapperService, indexTemplateManager, builtinLogTypeLoader, builtInTIFMetadataLoader, threatIntelFeedDataService, detectorThreatIntelService,
tifJobUpdateService, tifJobParameterService, threatIntelLockService);
tifJobUpdateService, tifJobParameterService, threatIntelLockService, correlationAlertService, notificationServiceService);
}

@Override
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Original file line number Diff line number Diff line change
Expand Up @@ -21,6 +21,7 @@
import org.opensearch.common.xcontent.XContentType;
import org.opensearch.commons.alerting.action.PublishFindingsRequest;
import org.opensearch.commons.alerting.model.Finding;
import org.opensearch.commons.authuser.User;
import org.opensearch.core.xcontent.NamedXContentRegistry;
import org.opensearch.core.xcontent.XContentParser;
import org.opensearch.index.query.BoolQueryBuilder;
Expand All @@ -32,9 +33,13 @@
import org.opensearch.search.SearchHit;
import org.opensearch.search.builder.SearchSourceBuilder;
import org.opensearch.securityanalytics.config.monitors.DetectorMonitorConfig;
import org.opensearch.securityanalytics.correlation.alert.CorrelationAlertService;
import org.opensearch.securityanalytics.correlation.alert.CorrelationRuleScheduler;
import org.opensearch.securityanalytics.correlation.alert.notifications.NotificationService;
import org.opensearch.securityanalytics.logtype.LogTypeService;
import org.opensearch.securityanalytics.model.CorrelationQuery;
import org.opensearch.securityanalytics.model.CorrelationRule;
import org.opensearch.securityanalytics.model.CorrelationRuleTrigger;
import org.opensearch.securityanalytics.model.Detector;
import org.opensearch.securityanalytics.transport.TransportCorrelateFindingAction;
import org.opensearch.securityanalytics.util.AutoCorrelationsRepo;
Expand Down Expand Up @@ -68,18 +73,30 @@ public class JoinEngine {

private final LogTypeService logTypeService;

private final CorrelationAlertService correlationAlertService;

private final NotificationService notificationService;

private volatile TimeValue indexTimeout;

private static final Logger log = LogManager.getLogger(JoinEngine.class);

private final User user;

public JoinEngine(Client client, PublishFindingsRequest request, NamedXContentRegistry xContentRegistry,
long corrTimeWindow, TransportCorrelateFindingAction.AsyncCorrelateFindingAction correlateFindingAction,
LogTypeService logTypeService, boolean enableAutoCorrelations) {
long corrTimeWindow, TimeValue indexTimeout, TransportCorrelateFindingAction.AsyncCorrelateFindingAction correlateFindingAction,
LogTypeService logTypeService, boolean enableAutoCorrelations, CorrelationAlertService correlationAlertService, NotificationService notificationService, User user) {
this.client = client;
this.request = request;
this.xContentRegistry = xContentRegistry;
this.corrTimeWindow = corrTimeWindow;
this.indexTimeout = indexTimeout;
this.correlateFindingAction = correlateFindingAction;
this.logTypeService = logTypeService;
this.enableAutoCorrelations = enableAutoCorrelations;
this.correlationAlertService = correlationAlertService;
this.notificationService = notificationService;
this.user = user;
}

public void onSearchDetectorResponse(Detector detector, Finding finding) {
Expand Down Expand Up @@ -349,7 +366,7 @@ private void getValidDocuments(String detectorType, List<String> indices, List<C
}
}
searchFindingsByTimestamp(detectorType, categoryToQueriesMap, categoryToTimeWindowMap,
filteredCorrelationRules.stream().map(it -> it.correlationRule).map(CorrelationRule::getId).collect(Collectors.toList()),
filteredCorrelationRules.stream().map(it -> it.correlationRule).collect(Collectors.toList()),
autoCorrelations
);
}, this::onFailure));
Expand All @@ -362,7 +379,7 @@ private void getValidDocuments(String detectorType, List<String> indices, List<C
* this method searches for parent findings given the log category & correlation time window & collects all related docs
* for them.
*/
private void searchFindingsByTimestamp(String detectorType, Map<String, List<CorrelationQuery>> categoryToQueriesMap, Map<String, Long> categoryToTimeWindowMap, List<String> correlationRules, Map<String, List<String>> autoCorrelations) {
private void searchFindingsByTimestamp(String detectorType, Map<String, List<CorrelationQuery>> categoryToQueriesMap, Map<String, Long> categoryToTimeWindowMap, List<CorrelationRule> correlationRules, Map<String, List<String>> autoCorrelations) {
long findingTimestamp = request.getFinding().getTimestamp().toEpochMilli();
MultiSearchRequest mSearchRequest = new MultiSearchRequest();
List<Pair<String, List<CorrelationQuery>>> categoryToQueriesPairs = new ArrayList<>();
Expand Down Expand Up @@ -418,14 +435,14 @@ private void searchFindingsByTimestamp(String detectorType, Map<String, List<Cor
searchDocsWithFilterKeys(detectorType, relatedDocsMap, categoryToTimeWindowMap, correlationRules, autoCorrelations);
}, this::onFailure));
} else {
getTimestampFeature(detectorType, correlationRules, autoCorrelations);
getTimestampFeature(detectorType, correlationRules.stream().map(CorrelationRule::getId).collect(Collectors.toList()) , autoCorrelations);
}
}

/**
* Given the related docs from parent findings, this method filters only those related docs which match parent join criteria.
*/
private void searchDocsWithFilterKeys(String detectorType, Map<String, DocSearchCriteria> relatedDocsMap, Map<String, Long> categoryToTimeWindowMap, List<String> correlationRules, Map<String, List<String>> autoCorrelations) {
private void searchDocsWithFilterKeys(String detectorType, Map<String, DocSearchCriteria> relatedDocsMap, Map<String, Long> categoryToTimeWindowMap, List<CorrelationRule> correlationRules, Map<String, List<String>> autoCorrelations) {
MultiSearchRequest mSearchRequest = new MultiSearchRequest();
List<String> categories = new ArrayList<>();

Expand Down Expand Up @@ -476,15 +493,15 @@ private void searchDocsWithFilterKeys(String detectorType, Map<String, DocSearch
getCorrelatedFindings(detectorType, filteredRelatedDocIds, categoryToTimeWindowMap, correlationRules, autoCorrelations);
}, this::onFailure));
} else {
getTimestampFeature(detectorType, correlationRules, autoCorrelations);
getTimestampFeature(detectorType, correlationRules.stream().map(CorrelationRule::getId).collect(Collectors.toList()), autoCorrelations);
}
}

/**
* Given the filtered related docs of the parent findings, this method gets the actual filtered parent findings for
* the finding to be correlated.
*/
private void getCorrelatedFindings(String detectorType, Map<String, List<String>> filteredRelatedDocIds, Map<String, Long> categoryToTimeWindowMap, List<String> correlationRules, Map<String, List<String>> autoCorrelations) {
private void getCorrelatedFindings(String detectorType, Map<String, List<String>> filteredRelatedDocIds, Map<String, Long> categoryToTimeWindowMap, List<CorrelationRule> correlationRules, Map<String, List<String>> autoCorrelations) {
long findingTimestamp = request.getFinding().getTimestamp().toEpochMilli();
MultiSearchRequest mSearchRequest = new MultiSearchRequest();
List<String> categories = new ArrayList<>();
Expand Down Expand Up @@ -540,6 +557,11 @@ private void getCorrelatedFindings(String detectorType, Map<String, List<String>
++idx;
}

if (!correlatedFindings.isEmpty()) {
CorrelationRuleScheduler correlationRuleScheduler = new CorrelationRuleScheduler(client, correlationAlertService, notificationService);
correlationRuleScheduler.schedule(correlationRules, correlatedFindings, request.getFinding().getId(), indexTimeout, user);
}

for (Map.Entry<String, List<String>> autoCorrelation: autoCorrelations.entrySet()) {
if (correlatedFindings.containsKey(autoCorrelation.getKey())) {
Set<String> alreadyCorrelatedFindings = new HashSet<>(correlatedFindings.get(autoCorrelation.getKey()));
Expand All @@ -549,10 +571,10 @@ private void getCorrelatedFindings(String detectorType, Map<String, List<String>
correlatedFindings.put(autoCorrelation.getKey(), autoCorrelation.getValue());
}
}
correlateFindingAction.initCorrelationIndex(detectorType, correlatedFindings, correlationRules);
correlateFindingAction.initCorrelationIndex(detectorType, correlatedFindings, correlationRules.stream().map(CorrelationRule::getId).collect(Collectors.toList()));
}, this::onFailure));
} else {
getTimestampFeature(detectorType, correlationRules, autoCorrelations);
getTimestampFeature(detectorType, correlationRules.stream().map(CorrelationRule::getId).collect(Collectors.toList()), autoCorrelations);
}
}

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