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# Amazon Security Lake
<a name="security-lake"></a>

Amazon Security Lake centralizza automaticamente i dati di sicurezza provenienti da AWS ambienti, fornitori di software as a service (SaaS), fonti locali e cloud in un data lake appositamente creato e archiviato nel tuo. Account AWS Con Security Lake, puoi ottenere una comprensione più completa dei tuoi dati di sicurezza in tutta l'organizzazione. Security Lake ha adottato l'Open Cybersecurity Schema Framework (OCSF), uno schema di eventi di sicurezza open source. Con il supporto OCSF, il servizio normalizza e combina i dati di sicurezza provenienti da AWS un'ampia gamma di fonti di dati di sicurezza aziendali.

## AppFabric verifica: considerazioni sull'ingestione dei log
<a name="security-lake-audit-log-ingestion"></a>

Puoi inserire i log di controllo SaaS in Amazon Security Lake direttamente Account AWS da te aggiungendo una fonte personalizzata a Security Lake. Le seguenti sezioni descrivono lo schema AppFabric di output, il formato di output e le destinazioni di output da utilizzare con Security Lake.

### Schema e formato
<a name="security-lake-schema-format"></a>

Security Lake supporta lo schema e il formato di AppFabric output seguenti:
+ OCSF - JSON
  + AppFabric normalizza i dati utilizzando l'Open Cybersecurity Schema Framework (OCSF) e li restituisce in formato JSON.

### Posizioni di output
<a name="security-lake-output-locations"></a>

Security Lake supporta AppFabric come origine personalizzata l'utilizzo di un flusso di distribuzione Amazon Data Firehose come posizione di output di AppFabric ingestione. Per configurare la AWS Glue tabella e il flusso di distribuzione di Firehose e per configurare un'origine personalizzata in Security Lake, utilizzare le seguenti procedure.

### Creare una tabella AWS Glue
<a name="security-lake-create-glue-table"></a>

1. Accedi ad Amazon Simple Storage Service (Amazon S3) Simple Storage Service (Amazon S3) e crea un bucket con un nome a tua scelta.

1. Passa alla console. AWS Glue 

1. Per **Data Catalog**, vai alla sezione **Tabelle** e scegli **Aggiungi tabella**.

1. Inserisci un nome a tua scelta per questa tabella.

1. Seleziona il bucket Amazon S3 che hai creato nel passaggio 1.

1. **Per il formato dei dati, seleziona **JSON** e scegli Avanti.**

1. Nella pagina **Scegli o definisci lo schema**, scegli **Modifica schema come JSON**.

1. Inserisci lo schema seguente e completa il processo di creazione della AWS Glue tabella.

   ```
   [
       {
           "Name": "message",
           "Type": "string"
       },
       {
           "Name": "process",
           "Type": "struct<name:string,pid:int,user:struct<name:string,type:string,domain:string,uid:string,type_id:int,full_name:string,risk_level:string,risk_score:int>,group:struct<name:string,uid:string>,tid:int,cmd_line:string,container:struct<name:string,size:int,tag:string,uid:string,image:struct<name:string,uid:string>,hash:struct<value:string,algorithm:string,algorithm_id:int>>,created_time:bigint,parent_process:struct<name:string,pid:int,file:struct<name:string,owner:struct<name:string,type:string,uid:string,type_id:int,email_addr:string,risk_level:string,risk_level_id:int,risk_score:int>,type:string,version:string,path:string,uid:string,type_id:int,mime_type:string,parent_folder:string,data_classification:struct<confidentiality:string,confidentiality_id:int>,hashes:array<struct<value:string,algorithm:string,algorithm_id:int>>,is_system:boolean,modified_time:bigint,xattributes:string>,user:struct<name:string,type:string,uid:string,org:struct<uid:string,ou_name:string>,type_id:int,uid_alt:string>,group:struct<name:string,uid:string,privileges:array<string>>,tid:int,uid:string,cmd_line:string,container:struct<name:string,uid:string,image:struct<name:string,path:string,uid:string>,hash:struct<value:string,algorithm:string,algorithm_id:int>,network_driver:string,pod_uuid:string>,created_time:bigint,namespace_pid:int,auid:int,euid:int,egid:int>>"
       },
       {
           "Name": "status",
           "Type": "string"
       },
       {
           "Name": "time",
           "Type": "bigint"
       },
       {
           "Name": "device",
           "Type": "struct<name:string,owner:struct<name:string,type:string,uid:string,type_id:int,risk_level:string,risk_level_id:int>,type:string,ip:string,hostname:string,mac:string,image:struct<name:string,tag:string,uid:string>,type_id:int,container:struct<name:string,runtime:string,size:bigint,tag:string,uid:string,image:struct<name:string,uid:string>,hash:struct<value:string,algorithm:string,algorithm_id:int>>,instance_uid:string,interface_name:string,interface_uid:string,namespace_pid:int,network_interfaces:array<struct<name:string,type:string,hostname:string,mac:string,type_id:int>>,region:string,risk_score:int,modified_time_dt:string>"
       },
       {
           "Name": "metadata",
           "Type": "struct<version:string,product:struct<name:string,version:string,uid:string,data_classification:struct<category:string,category_id:int,confidentiality:string,confidentiality_id:int>,url_string:string,vendor_name:string>,data_classification:struct<confidentiality:string,confidentiality_id:int>,event_code:string,log_name:string,log_provider:string,original_time:string,tenant_uid:string,processed_time_dt:string>"
       },
       {
           "Name": "severity",
           "Type": "string"
       },
       {
           "Name": "duration",
           "Type": "int"
       },
       {
           "Name": "type_name",
           "Type": "string"
       },
       {
           "Name": "activity_id",
           "Type": "int"
       },
       {
           "Name": "type_uid",
           "Type": "int"
       },
       {
           "Name": "observables",
           "Type": "array<struct<name:string,type:string,type_id:int,value:string>>"
       },
       {
           "Name": "category_name",
           "Type": "string"
       },
       {
           "Name": "class_uid",
           "Type": "int"
       },
       {
           "Name": "category_uid",
           "Type": "int"
       },
       {
           "Name": "class_name",
           "Type": "string"
       },
       {
           "Name": "timezone_offset",
           "Type": "int"
       },
       {
           "Name": "end_time",
           "Type": "bigint"
       },
       {
           "Name": "activity_name",
           "Type": "string"
       },
       {
           "Name": "cloud",
           "Type": "struct<account:struct<name:string,type:string,uid:string,type_id:int>,project_uid:string,provider:string,region:string>"
       },
       {
           "Name": "query_info",
           "Type": "struct<name:string,uid:string,query_string:string>"
       },
       {
           "Name": "query_result",
           "Type": "string"
       },
       {
           "Name": "query_result_id",
           "Type": "int"
       },
       {
           "Name": "severity_id",
           "Type": "int"
       },
       {
           "Name": "status_code",
           "Type": "string"
       },
       {
           "Name": "status_detail",
           "Type": "string"
       },
       {
           "Name": "status_id",
           "Type": "int"
       },
       {
           "Name": "network_interfaces",
           "Type": "array<struct<name:string,type:string,hostname:string,mac:string,type_id:int,ip:string>>"
       },
       {
           "Name": "file",
           "Type": "struct<attributes:int,name:string,type:string,path:string,type_id:int,accessor:struct<name:string,type:string,uid:string,groups:array<struct<name:string,domain:string,uid:string>>,type_id:int,email_addr:string>,creator:struct<name:string,type:string,uid:string,type_id:int,risk_level:string,risk_level_id:int>,parent_folder:string,data_classification:struct<category:string,category_id:int,confidentiality:string,confidentiality_id:int>,hashes:array<struct<value:string,algorithm:string,algorithm_id:int>>,security_descriptor:string,accessed_time_dt:string,modified_time_dt:string>"
       },
       {
           "Name": "actor",
           "Type": "struct<process:struct<pid:int,file:struct<name:string,size:bigint,type:string,version:string,path:string,type_id:int,parent_folder:string,accessed_time:bigint,confidentiality:string,data_classification:struct<category:string,category_id:int>,is_system:boolean,xattributes:string,modified_time_dt:string>,user:struct<name:string,type:string,uid:string,type_id:int,risk_score:int>,group:struct<name:string>,loaded_modules:array<string>,cmd_line:string,container:struct<name:string,size:int,uid:string,image:struct<name:string,uid:string>,hash:struct<value:string,algorithm:string,algorithm_id:int>,pod_uuid:string>,created_time:bigint,namespace_pid:int,parent_process:struct<name:string,pid:int,file:struct<name:string,type:string,version:string,path:string,type_id:int,parent_folder:string,confidentiality:string,confidentiality_id:int,created_time:bigint,data_classification:struct<category:string,category_id:int,confidentiality:string,confidentiality_id:int,policy:struct<name:string,version:string,uid:string>>,hashes:array<struct<value:string,algorithm:string,algorithm_id:int>>>,user:struct<name:string,type:string,uid:string,org:struct<name:string,uid:string,ou_name:string>,type_id:int,risk_level:string,uid_alt:string>,group:struct<name:string>,uid:string,cmd_line:string,container:struct<name:string,runtime:string,size:int,uid:string,image:struct<name:string,uid:string>,hash:struct<value:string,algorithm:string,algorithm_id:int>,network_driver:string>,created_time:bigint,integrity:string,namespace_pid:int,parent_process:struct<name:string,file:struct<name:string,type:string,desc:string,modifier:struct<name:string,type:string,uid:string,type_id:int,email_addr:string>,type_id:int,created_time:bigint,data_classification:struct<category:string,category_id:int,confidentiality:string,confidentiality_id:int>,hashes:array<struct<value:string,algorithm:string,algorithm_id:int>>,xattributes:string,created_time_dt:string>,group:struct<name:string,uid:string>,uid:string,loaded_modules:array<string>,cmd_line:string,container:struct<name:string,size:bigint,uid:string,image:struct<name:string,uid:string>,hash:struct<value:string,algorithm:string,algorithm_id:int>>,sandbox:string,egid:int,created_time_dt:string>,created_time_dt:string>,terminated_time:bigint,auid:int>,user:struct<name:string,type:string,uid:string,type_id:int,credential_uid:string,risk_level:string>,app_name:string,idp:struct<name:string,uid:string>,invoked_by:string>"
       },
       {
           "Name": "dst_endpoint",
           "Type": "struct<owner:struct<name:string,type:string,uid:string,type_id:int,full_name:string,risk_level:string,risk_level_id:int,uid_alt:string>,port:int,type:string,ip:string,location:struct<desc:string,city:string,country:string,coordinates:array<double>,continent:string>,hostname:string,uid:string,type_id:int,autonomous_system:struct<name:string,number:int>,container:struct<name:string,size:int,uid:string,image:struct<name:string,tag:string,uid:string>,hash:struct<value:string,algorithm:string,algorithm_id:int>,orchestrator:string>,hw_info:struct<bios_date:string>,instance_uid:string,interface_name:string,interface_uid:string,namespace_pid:int,svc_name:string>"
       },
       {
           "Name": "src_endpoint",
           "Type": "struct<name:string,owner:struct<name:string,type:string,domain:string,uid:string,org:struct<name:string,uid:string,ou_name:string>,groups:array<struct<uid:string>>,type_id:int,credential_uid:string,email_addr:string,ldap_person:struct<deleted_time:bigint,hire_time:bigint,surname:string,last_login_time_dt:string,hire_time_dt:string,leave_time_dt:string>>,port:int,type:string,ip:string,location:struct<desc:string,city:string,country:string,coordinates:array<double>,continent:string>,hostname:string,uid:string,type_id:int,container:struct<name:string,size:bigint,uid:string,image:struct<name:string,uid:string>,hash:struct<value:string,algorithm:string,algorithm_id:int>,pod_uuid:string>,instance_uid:string,interface_name:string,interface_uid:string,intermediate_ips:array<string>,namespace_pid:int,svc_name:string,vpc_uid:string>"
       },
       {
           "Name": "user",
           "Type": "struct<name:string,type:string,groups:array<struct<name:string,uid:string>>,type_id:int>"
       },
       {
           "Name": "resource",
           "Type": "struct<version:string,uid:string,agent_list:array<struct<name:string,type:string,uid:string,type_id:int,policies:array<struct<name:string,version:string,uid:string>>>>,cloud_partition:string,data_classification:struct<category:string,category_id:int>>"
       },
       {
           "Name": "privileges",
           "Type": "array<string>"
       },
       {
           "Name": "action",
           "Type": "string"
       },
       {
           "Name": "action_id",
           "Type": "int"
       },
       {
           "Name": "protocol_ver",
           "Type": "string"
       },
       {
           "Name": "proxy",
           "Type": "struct<name:string,port:int,type:string,ip:string,hostname:string,uid:string,type_id:int,agent_list:array<struct<name:string,type:string,version:string,uid:string,type_id:int>>,autonomous_system:struct<name:string,number:int>,container:struct<name:string,runtime:string,size:int,uid:string,hash:struct<value:string,algorithm:string,algorithm_id:int>>,instance_uid:string,interface_name:string,interface_uid:string,intermediate_ips:array<string>,namespace_pid:int,proxy_endpoint:struct<name:string,port:int,type:string,ip:string,hostname:string,uid:string,type_id:int,container:struct<name:string,size:bigint,uid:string,image:struct<name:string,uid:string,labels:array<string>>,hash:struct<value:string,algorithm:string,algorithm_id:int>,network_driver:string,pod_uuid:string>,instance_uid:string,interface_name:string,interface_uid:string,namespace_pid:int,proxy_endpoint:struct<name:string,port:int,type:string,ip:string,hostname:string,uid:string,type_id:int,autonomous_system:struct<name:string,number:int>,container:struct<name:string,runtime:string,size:bigint,uid:string,image:struct<name:string,tag:string,uid:string>,hash:struct<value:string,algorithm:string,algorithm_id:int>>,intermediate_ips:array<string>,namespace_pid:int,svc_name:string>,subnet_uid:string,svc_name:string,zone:string>,svc_name:string>"
       },
       {
           "Name": "client_hassh",
           "Type": "struct<algorithm:string,fingerprint:struct<value:string,algorithm:string,algorithm_id:int>>"
       },
       {
           "Name": "authorizations",
           "Type": "array<string>"
       },
       {
           "Name": "proxy_tls",
           "Type": "struct<version:string,certificate:struct<version:string,uid:string,subject:string,issuer:string,fingerprints:array<struct<value:string,algorithm:string,algorithm_id:int>>,created_time:bigint,expiration_time:bigint,serial_number:string>,cipher:string,sni:string,certificate_chain:array<string>,client_ciphers:array<string>,ja3_hash:struct<value:string,algorithm:string,algorithm_id:int>,ja3s_hash:struct<value:string,algorithm:string,algorithm_id:int>>"
       },
       {
           "Name": "load_balancer",
           "Type": "struct<name:string,classification:string,dst_endpoint:struct<owner:struct<type:string,domain:string,uid:string,type_id:int,account:struct<name:string,type:string,uid:string,type_id:int>,credential_uid:string,ldap_person:struct<manager:struct<name:string,type:string,domain:string,uid:string,org:struct<name:string,uid:string,ou_uid:string>,type_id:int>,given_name:string,ldap_dn:string,leave_time:bigint,modified_time:bigint,surname:string>>,port:int,type:string,os:struct<name:string,type:string,type_id:int,edition:string>,ip:string,hostname:string,uid:string,type_id:int,instance_uid:string,interface_name:string,interface_uid:string,namespace_pid:int,svc_name:string,vlan_uid:string>,endpoint_connections:array<struct<code:int,network_endpoint:struct<name:string,owner:struct<name:string,type:string,uid:string,type_id:int,ldap_person:struct<labels:array<string>,created_time:bigint,hire_time:bigint,ldap_dn:string,surname:string,modified_time_dt:string,deleted_time_dt:string>,groups:array<struct<name:string,desc:string,uid:string,type:string>>,full_name:string,email_addr:string,risk_level:string,risk_level_id:int>,port:int,type:string,ip:string,hostname:string,type_id:int,container:struct<name:string,size:int,tag:string,uid:string,image:struct<name:string,uid:string>,hash:struct<value:string,algorithm:string,algorithm_id:int>,network_driver:string>,instance_uid:string,interface_name:string,namespace_pid:int,proxy_endpoint:struct<name:string,owner:struct<name:string,type:string,uid:string,groups:array<struct<name:string,uid:string>>,type_id:int,full_name:string,email_addr:string,risk_score:int,uid_alt:string>,port:int,type:string,hostname:string,uid:string,type_id:int,autonomous_system:struct<name:string,number:int>,container:struct<name:string,size:bigint,image:struct<name:string,uid:string>,hash:struct<value:string,algorithm:string,algorithm_id:int>,orchestrator:string,pod_uuid:string>,hw_info:struct<cpu_count:int,cpu_speed:int,keyboard_info:struct<function_keys:int,keyboard_subtype:int>>,instance_uid:string,interface_name:string,interface_uid:string,namespace_pid:int,svc_name:string>,subnet_uid:string,svc_name:string,uid:string,interface_uid:string,intermediate_ips:array<string>>>>,metrics:array<struct<name:string,value:string>>>"
       },
       {
           "Name": "disposition_id",
           "Type": "int"
       },
       {
           "Name": "disposition",
           "Type": "string"
       },
       {
           "Name": "proxy_traffic",
           "Type": "struct<bytes:bigint,packets:int>"
       },
       {
           "Name": "auth_type_id",
           "Type": "int"
       },
       {
           "Name": "proxy_http_response",
           "Type": "struct<code:int,message:string,status:string,length:int>"
       },
       {
           "Name": "server_hassh",
           "Type": "struct<algorithm:string,fingerprint:struct<value:string,algorithm:string,algorithm_id:int>>"
       },
       {
           "Name": "auth_type",
           "Type": "string"
       },
       {
           "Name": "firewall_rule",
           "Type": "struct<version:string,uid:string>"
       },
       {
           "Name": "proxy_connection_info",
           "Type": "struct<direction:string,direction_id:int,protocol_num:int,protocol_ver:string>"
       },
       {
           "Name": "connection_info",
           "Type": "struct<direction:string,direction_id:int>"
       },
       {
           "Name": "api",
           "Type": "struct<request:struct<data:string,uid:string>,response:struct<error:string,code:int,message:string,error_message:string>,operation:string>"
       },
       {
           "Name": "attacks",
           "Type": "array<struct<version:string,tactics:array<struct<name:string,uid:string>>,technique:struct<name:string,uid:string>>>"
       },
       {
           "Name": "raw_data",
           "Type": "string"
       },
       {
           "Name": "email_uid",
           "Type": "string"
       },
       {
           "Name": "malware",
           "Type": "array<struct<name:string,path:string,uid:string,classification_ids:array<int>,cves:array<struct<title:string,uid:string,references:array<string>,created_time:bigint,cvss:array<struct<version:string,base_score:double,metrics:array<struct<name:string,value:string>>,overall_score:double,depth:string>>,modified_time_dt:string,created_time_dt:string,type:string>>,provider:string,classifications:array<string>>>"
       },
       {
           "Name": "start_time_dt",
           "Type": "string"
       },
       {
           "Name": "direction",
           "Type": "string"
       },
       {
           "Name": "smtp_hello",
           "Type": "string"
       },
       {
           "Name": "unmapped",
           "Type": "string"
       },
       {
           "Name": "direction_id",
           "Type": "int"
       },
       {
           "Name": "email_auth",
           "Type": "struct<spf:string,dkim:string,dkim_domain:string,dkim_signature:string,dmarc:string,dmarc_override:string,dmarc_policy:string>"
       },
       {
           "Name": "email",
           "Type": "struct<uid:string,from:string,to:array<string>,data_classification:struct<category:string,category_id:int,confidentiality:string,confidentiality_id:int>,delivered_to:string,message_uid:string,reply_to:string,smtp_from:string>"
       },
       {
           "Name": "impact_id",
           "Type": "int"
       },
       {
           "Name": "resources",
           "Type": "array<struct<owner:struct<name:string,type:string,uid:string,type_id:int,full_name:string,ldap_person:struct<hire_time:bigint,ldap_cn:string,ldap_dn:string,surname:string,leave_time_dt:string>>,version:string,data_classification:struct<category:string,category_id:int,confidentiality:string,confidentiality_id:int>,data:string,labels:array<string>,region:string>>"
       },
       {
           "Name": "finding_info",
           "Type": "struct<title:string,uid:string,attacks:array<struct<version:string,tactics:array<struct<name:string,uid:string>>,technique:struct<name:string,uid:string>>>,analytic:struct<name:string,type:string,version:string,desc:string,uid:string,type_id:int>,last_seen_time:bigint,first_seen_time_dt:string>"
       },
       {
           "Name": "evidences",
           "Type": 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string,owner:struct<type:string,uid:string,org:struct<name:string,uid:string,ou_name:string>,type_id:int,full_name:string,account:struct<name:string,type:string,uid:string,labels:array<string>,type_id:int>,credential_uid:string,name:string,groups:array<struct<name:string,type:string,desc:string,uid:string>>,risk_level:string,risk_level_id:int>,port:int,type:string,domain:string,ip:string,hostname:string,uid:string,type_id:int,agent_list:array<struct<name:string,type:string,uid:string,type_id:int,uid_alt:string,version:string,policies:array<struct<name:string,version:string>>>>,autonomous_system:struct<name:string,number:int>,container:struct<name:string,size:bigint,tag:string,uid:string,image:struct<name:string,uid:string,tag:string>,hash:struct<value:string,algorithm:string,algorithm_id:int>,network_driver:string,runtime:string,pod_uuid:string>,instance_uid:string,interface_name:string,interface_uid:string,namespace_pid:int,svc_name:string,vlan_uid:string,os:struct<name:string,type:string,type_id:int,lang:string,edition:string>,intermediate_ips:array<string>,proxy_endpoint:struct<name:string,owner:struct<name:string,domain:string,uid:string,groups:array<struct<name:string,uid:string,domain:string,privileges:array<string>>>>,port:int,type:string,ip:string,location:struct<desc:string,city:string,country:string,coordinates:array<double>,continent:string>,uid:string,mac:string,type_id:int,container:struct<name:string,uid:string,image:struct<name:string,path:string,uid:string,labels:array<string>>,hash:struct<value:string,algorithm:string,algorithm_id:int>>,instance_uid:string,interface_uid:string,intermediate_ips:array<string>,namespace_pid:int,svc_name:string,zone:string>>,src_endpoint:struct<name:string,owner:struct<type:string,groups:array<struct<name:string,domain:string,desc:string,uid:string,privileges:array<string>>>,type_id:int,full_name:string,email_addr:string,ldap_person:struct<deleted_time:bigint,ldap_dn:string,last_login_time_dt:string,created_time:bigint,modified_time:bigint,office_location:string>,name:string,uid:string,credential_uid:string>,port:int,type:string,os:struct<name:string,type:string,version:string,type_id:int,lang:string,cpu_bits:int>,domain:string,ip:string,hostname:string,type_id:int,agent_list:array<struct<name:string,type:string,version:string,uid:string,type_id:int>>,container:struct<name:string,size:int,uid:string,hash:struct<value:string,algorithm:string,algorithm_id:int>,network_driver:string>,instance_uid:string,interface_name:string,interface_uid:string,namespace_pid:int,svc_name:string,vlan_uid:string,uid:string,autonomous_system:struct<name:string,number:int>>,database:struct<name:string,type:string,uid:string,groups:array<struct<name:string,uid:string,domain:string,privileges:array<string>>>,type_id:int,data_classification:struct<category:string,category_id:int,confidentiality:string,confidentiality_id:int>>>>"
       },
       {
           "Name": "impact",
           "Type": "string"
       },
       {
           "Name": "count",
           "Type": "int"
       },
       {
           "Name": "confidence_id",
           "Type": "int"
       },
       {
           "Name": "enrichments",
           "Type": "array<struct<data:string,name:string,type:string,value:string,provider:string>>"
       },
       {
           "Name": "rcode",
           "Type": "string"
       },
       {
           "Name": "app_name",
           "Type": "string"
       },
       {
           "Name": "rcode_id",
           "Type": "int"
       },
       {
           "Name": "query",
           "Type": "struct<type:string,hostname:string,class:string,opcode_id:int,packet_uid:int>"
       },
       {
           "Name": "proxy_endpoint",
           "Type": "struct<name:string,owner:struct<name:string,type:string,domain:string,uid:string,groups:array<struct<name:string,desc:string,uid:string,privileges:array<string>>>,type_id:int,credential_uid:string,risk_score:int>,port:int,type:string,ip:string,hostname:string,uid:string,type_id:int,autonomous_system:struct<name:string,number:int>,container:struct<name:string,size:bigint,uid:string,image:struct<name:string,uid:string>,hash:struct<value:string,algorithm:string,algorithm_id:int>,pod_uuid:string>,instance_uid:string,interface_uid:string,namespace_pid:int,subnet_uid:string,svc_name:string>"
       },
       {
           "Name": "response_time",
           "Type": "bigint"
       },
       {
           "Name": "delay",
           "Type": "int"
       },
       {
           "Name": "start_time",
           "Type": "bigint"
       },
       {
           "Name": "proxy_http_request",
           "Type": "struct<version:string,url:struct<port:int,scheme:string,path:string,hostname:string,query_string:string,categories:array<string>,category_ids:array<int>,subdomain:string,url_string:string>,user_agent:string,http_headers:array<struct<name:string,value:string>>,referrer:string>"
       },
       {
           "Name": "version",
           "Type": "string"
       },
       {
           "Name": "stratum",
           "Type": "string"
       },
       {
           "Name": "stratum_id",
           "Type": "int"
       },
       {
           "Name": "dispersion",
           "Type": "int"
       },
       {
           "Name": "traffic",
           "Type": "struct<bytes_out:int,chunks:bigint,bytes:int,packets:int,packets_in:bigint>"
       },
       {
           "Name": "precision",
           "Type": "int"
       },
       {
           "Name": "size",
           "Type": "int"
       },
       {
           "Name": "actual_permissions",
           "Type": "int"
       },
       {
           "Name": "base_address",
           "Type": "string"
       },
       {
           "Name": "requested_permissions",
           "Type": "int"
       },
       {
           "Name": "end_time_dt",
           "Type": "string"
       },
       {
           "Name": "compliance",
           "Type": "struct<control:string,status:string,standards:array<string>,status_id:int>"
       },
       {
           "Name": "remediation",
           "Type": "struct<desc:string>"
       },
       {
           "Name": "kb_article_list",
           "Type": "array<struct<os:struct<name:string,type:string,type_id:int,cpe_name:string,edition:string>,title:string,uid:string,severity:string,classification:string,created_time:bigint,size:int,created_time_dt:string>>"
       },
       {
           "Name": "peripheral_device",
           "Type": "struct<name:string,class:string,uid:string,model:string,serial_number:string,vendor_name:string>"
       },
       {
           "Name": "time_dt",
           "Type": "string"
       },
       {
           "Name": "group",
           "Type": "struct<name:string,type:string,uid:string>"
       },
       {
           "Name": "users",
           "Type": "array<struct<name:string,type:string,uid:string,type_id:int,risk_level:string,risk_level_id:int,groups:array<struct<name:string,uid:string>>,uid_alt:string>>"
       },
       {
           "Name": "confidence_score",
           "Type": "int"
       },
       {
           "Name": "state",
           "Type": "string"
       },
       {
           "Name": "state_id",
           "Type": "int"
       },
       {
           "Name": "evidence",
           "Type": "string"
       },
       {
           "Name": "confidence",
           "Type": "string"
       },
       {
           "Name": "risk_level",
           "Type": "string"
       },
       {
           "Name": "risk_score",
           "Type": "int"
       },
       {
           "Name": "impact_score",
           "Type": "int"
       },
       {
           "Name": "risk_level_id",
           "Type": "int"
       },
       {
           "Name": "finding",
           "Type": "struct<title:string,uid:string,modified_time:bigint,modified_time_dt:string,first_seen_time_dt:string>"
       },
       {
           "Name": "user_result",
           "Type": "struct<name:string,type:string,uid:string,type_id:int,account:struct<name:string,uid:string,labels:array<string>>,risk_level:string>"
       },
       {
           "Name": "codes",
           "Type": "array<int>"
       },
       {
           "Name": "command",
           "Type": "string"
       },
       {
           "Name": "type",
           "Type": "string"
       },
       {
           "Name": "kernel",
           "Type": "struct<name:string,type:string,type_id:int>"
       },
       {
           "Name": "http_response",
           "Type": "struct<code:int,status:string,http_headers:array<struct<name:string,value:string>>>"
       },
       {
           "Name": "http_request",
           "Type": "struct<url:struct<scheme:string,path:string,hostname:string,query_string:string,category_ids:array<int>,resource_type:string,subdomain:string,url_string:string>,user_agent:string,http_headers:array<struct<name:string,value:string>>>"
       },
       {
           "Name": "tls",
           "Type": "struct<version:string,certificate:struct<subject:string,issuer:string,fingerprints:array<struct<value:string,algorithm:string,algorithm_id:int>>,created_time:bigint,expiration_time:bigint,serial_number:string>,cipher:string,sni:string,certificate_chain:array<string>,client_ciphers:array<string>,ja3s_hash:struct<value:string,algorithm:string,algorithm_id:int>>"
       },
       {
           "Name": "web_resources",
           "Type": "array<struct<name:string,type:string,data_classification:struct<category:string,category_id:int,confidentiality:string,confidentiality_id:int>,url_string:string,data:string>>"
       },
       {
           "Name": "http_cookies",
           "Type": "array<struct<name:string,value:string,is_http_only:boolean,is_secure:boolean,samesite:string,expiration_time_dt:string,path:string>>"
       },
       {
           "Name": "type_id",
           "Type": "int"
       },
       {
           "Name": "databucket",
           "Type": "struct<name:string,type:string,file:struct<attributes:int,name:string,owner:struct<name:string,type:string,uid:string,type_id:int,account:struct<type:string,uid:string,type_id:int>,ldap_person:struct<email_addrs:array<string>,modified_time:bigint,modified_time_dt:string>,risk_score:int>,size:bigint,type:string,path:string,modifier:struct<name:string,type:string,uid:string,groups:array<struct<name:string,domain:string,desc:string,uid:string>>,type_id:int>,type_id:int,parent_folder:string,created_time:bigint,hashes:array<struct<value:string,algorithm:string,algorithm_id:int>>,accessed_time_dt:string>,uid:string,groups:array<struct<name:string,type:string,uid:string>>,type_id:int,data_classification:struct<category:string,category_id:int,confidentiality:string,policy:struct<version:string,uid:string,is_applied:boolean>>,modified_time_dt:string,created_time_dt:string>"
       },
       {
           "Name": "table",
           "Type": "struct<uid:string,created_time_dt:string>"
       },
       {
           "Name": "session",
           "Type": "struct<count:int,uid:string,uuid:string,issuer:string,created_time:bigint,is_remote:boolean,is_vpn:boolean,uid_alt:string>"
       },
       {
           "Name": "certificate",
           "Type": "struct<version:string,uid:string,subject:string,issuer:string,fingerprints:array<struct<value:string,algorithm:string,algorithm_id:int>>,created_time:bigint,expiration_time:bigint,serial_number:string>"
       },
       {
           "Name": "is_mfa",
           "Type": "boolean"
       },
       {
           "Name": "logon_type_id",
           "Type": "int"
       },
       {
           "Name": "auth_protocol_id",
           "Type": "int"
       },
       {
           "Name": "logon_type",
           "Type": "string"
       },
       {
           "Name": "is_remote",
           "Type": "boolean"
       },
       {
           "Name": "is_cleartext",
           "Type": "boolean"
       },
       {
           "Name": "auth_protocol",
           "Type": "string"
       },
       {
           "Name": "is_renewal",
           "Type": "boolean"
       },
       {
           "Name": "lease_dur",
           "Type": "int"
       },
       {
           "Name": "relay",
           "Type": "struct<name:string,type:string,ip:string,mac:string,namespace:string,type_id:int>"
       },
       {
           "Name": "transaction_uid",
           "Type": "string"
       },
       {
           "Name": "file_result",
           "Type": "struct<name:string,size:int,type:string,path:string,desc:string,product:struct<name:string,version:string,uid:string,lang:string,data_classification:struct<category:string,category_id:int,confidentiality:string,confidentiality_id:int>,vendor_name:string>,type_id:int,creator:struct<name:string,type:string,domain:string,uid:string,org:struct<name:string,uid:string,ou_name:string>,groups:array<struct<name:string,uid:string,desc:string>>,type_id:int,risk_level:string>,parent_folder:string,confidentiality:string,data_classification:struct<category:string,category_id:int,confidentiality:string,confidentiality_id:int>,modified_time:bigint>"
       },
       {
           "Name": "file_diff",
           "Type": "string"
       },
       {
           "Name": "create_mask",
           "Type": "string"
       },
       {
           "Name": "web_resources_result",
           "Type": "array<struct<type:string,data_classification:struct<category:string,category_id:int,confidentiality:string,confidentiality_id:int>,url_string:string>>"
       },
       {
           "Name": "app",
           "Type": "struct<name:string,version:string,uid:string,data_classification:struct<category:string,category_id:int,confidentiality:string,confidentiality_id:int>,url_string:string,vendor_name:string>"
       },
       {
           "Name": "src_url",
           "Type": "string"
       },
       {
           "Name": "priority_id",
           "Type": "int"
       },
       {
           "Name": "verdict",
           "Type": "string"
       },
       {
           "Name": "desc",
           "Type": "string"
       },
       {
           "Name": "verdict_id",
           "Type": "int"
       },
       {
           "Name": "priority",
           "Type": "string"
       },
       {
           "Name": "finding_info_list",
           "Type": "array<struct<title:string,uid:string,attacks:array<struct<version:string,tactics:array<struct<name:string,uid:string>>,technique:struct<name:string,uid:string>>>,analytic:struct<name:string,type:string,uid:string,type_id:int>,created_time:bigint,src_url:string,last_seen_time_dt:string,created_time_dt:string,related_analytics:array<struct<name:string,type:string,uid:string,category:string,type_id:int>>,related_events:array<struct<type:string,uid:string,type_name:string,type_uid:bigint,kill_chain:array<struct<phase:string,phase_id:int>>>>,modified_time_dt:string>>"
       },
       {
           "Name": "expiration_time_dt",
           "Type": "string"
       },
       {
           "Name": "expiration_time",
           "Type": "bigint"
       },
       {
           "Name": "comment",
           "Type": "string"
       },
       {
           "Name": "entity",
           "Type": "struct<data:string,name:string,version:string,uid:string>"
       },
       {
           "Name": "entity_result",
           "Type": "struct<data:string,name:string,type:string,version:string,uid:string>"
       },
       {
           "Name": "module",
           "Type": "struct<type:string,file:struct<name:string,type:string,path:string,desc:string,type_id:int,company_name:string,creator:struct<name:string,type:string,domain:string,groups:array<struct<name:string,uid:string>>,type_id:int,risk_level:string>,parent_folder:string,data_classification:struct<confidentiality:string,confidentiality_id:int>,xattributes:string>,base_address:string,function_name:string,load_type:string,load_type_id:int,start_address:string>"
       },
       {
           "Name": "exit_code",
           "Type": "int"
       },
       {
           "Name": "injection_type",
           "Type": "string"
       },
       {
           "Name": "injection_type_id",
           "Type": "int"
       },
       {
           "Name": "request",
           "Type": "struct<uid:string>"
       },
       {
           "Name": "response",
           "Type": "struct<error:string,code:int,message:string,error_message:string>"
       },
       {
           "Name": "driver",
           "Type": "struct<file:struct<name:string,type:string,version:string,path:string,type_id:int,parent_folder:string,created_time:bigint,data_classification:struct<confidentiality:string,confidentiality_id:int,policy:struct<name:string,version:string,uid:string,is_applied:boolean>>,hashes:array<struct<value:string,algorithm:string,algorithm_id:int>>,security_descriptor:string,created_time_dt:string>>"
       },
       {
           "Name": "prev_security_states",
           "Type": "array<string>"
       },
       {
           "Name": "security_states",
           "Type": "array<string>"
       },
       {
           "Name": "folder",
           "Type": "struct<name:string,type:string,path:string,desc:string,type_id:int,mime_type:string,parent_folder:string,data_classification:struct<category:string,category_id:int,confidentiality:string,confidentiality_id:int>,hashes:array<struct<value:string,algorithm:string,algorithm_id:int>>,security_descriptor:string,accessed_time_dt:string>"
       },
       {
           "Name": "url",
           "Type": "struct<port:int,scheme:string,path:string,hostname:string,query_string:string,resource_type:string,url_string:string>"
       },
       {
           "Name": "tunnel_type_id",
           "Type": "int"
       },
       {
           "Name": "tunnel_type",
           "Type": "string"
       },
       {
           "Name": "protocol_name",
           "Type": "string"
       },
       {
           "Name": "job",
           "Type": "struct<name:string,file:struct<name:string,type:string,path:string,signature:struct<certificate:struct<version:string,subject:string,issuer:string,fingerprints:array<struct<value:string,algorithm:string,algorithm_id:int>>,created_time:bigint,expiration_time:bigint,serial_number:string>,algorithm:string,algorithm_id:int,developer_uid:string>,type_id:int,parent_folder:string,confidentiality:string,confidentiality_id:int,data_classification:struct<category:string,category_id:int,confidentiality:string,confidentiality_id:int>,hashes:array<struct<value:string,algorithm:string,algorithm_id:int>>,security_descriptor:string>,desc:string,cmd_line:string,created_time:bigint,last_run_time:bigint,next_run_time:bigint,run_state:string,run_state_id:int>"
       },
       {
           "Name": "num_trusted_items",
           "Type": "int"
       },
       {
           "Name": "command_uid",
           "Type": "string"
       },
       {
           "Name": "num_registry_items",
           "Type": "int"
       },
       {
           "Name": "num_network_items",
           "Type": "int"
       },
       {
           "Name": "schedule_uid",
           "Type": "string"
       },
       {
           "Name": "num_resolutions",
           "Type": "int"
       },
       {
           "Name": "scan",
           "Type": "struct<name:string,type:string,type_id:int>"
       },
       {
           "Name": "num_detections",
           "Type": "int"
       },
       {
           "Name": "num_processes",
           "Type": "int"
       },
       {
           "Name": "num_files",
           "Type": "int"
       },
       {
           "Name": "total",
           "Type": "int"
       },
       {
           "Name": "num_folders",
           "Type": "int"
       },
       {
           "Name": "dce_rpc",
           "Type": "struct<command:string,flags:array<string>,command_response:string,opnum:int,rpc_interface:struct<version:string,uuid:string,ack_reason:int,ack_result:int>>"
       },
       {
           "Name": "share",
           "Type": "string"
       },
       {
           "Name": "client_dialects",
           "Type": "array<string>"
       },
       {
           "Name": "open_type",
           "Type": "string"
       },
       {
           "Name": "tree_uid",
           "Type": "string"
       },
       {
           "Name": "share_type_id",
           "Type": "int"
       },
       {
           "Name": "share_type",
           "Type": "string"
       },
       {
           "Name": "dialect",
           "Type": "string"
       },
       {
           "Name": "cis_benchmark_result",
           "Type": "struct<name:string>"
       },
       {
           "Name": "vulnerabilities",
           "Type": "array<struct<references:array<string>,severity:string,affected_packages:array<struct<name:string,version:string,architecture:string,path:string,release:string,package_manager:string>>,cve:struct<type:string,uid:string,references:array<string>,created_time:bigint,cvss:array<struct<version:string,depth:string,base_score:double,vector_string:string,severity:string,overall_score:double>>,epss:struct<version:string,created_time:bigint,score:string>,title:string,desc:string,cwe_url:string>,cwe:struct<uid:string,caption:string,src_url:string>,kb_articles:array<string>,kb_article_list:array<struct<os:struct<name:string,type:string,country:string,type_id:int,lang:string,edition:string,sp_name:string,cpe_name:string,build:string,sp_ver:int>,title:string,product:struct<name:string,version:string,feature:struct<name:string,version:string,uid:string>,url_string:string,vendor_name:string>,uid:string,severity:string,created_time:bigint,is_superseded:boolean,classification:string>>,related_vulnerabilities:array<string>,vendor_name:string>>"
       },
       {
           "Name": "service",
           "Type": "struct<name:string,uid:string>"
       },
       {
           "Name": "data_security",
           "Type": "struct<category:string,pattern_match:string,category_id:int,confidentiality:string,confidentiality_id:int,data_lifecycle_state:string,data_lifecycle_state_id:int,detection_system:string,detection_system_id:int,policy:struct<name:string,version:string,group:struct<type:string,uid:string>,desc:string,uid:string>>"
       },
       {
           "Name": "database",
           "Type": "struct<name:string,type:string,uid:string,type_id:int,data_classification:struct<category:string,category_id:int,confidentiality:string,confidentiality_id:int>,modified_time:bigint>"
       }
   ]
   ```

### Crea una fonte personalizzata in Security Lake
<a name="security-lake-create-security-lake-custom-source"></a>

1. Passa alla console Amazon Security Lake.

1. Seleziona **Fonti personalizzate** nel riquadro di navigazione.

1. Scegli **Crea fonte personalizzata**.

1. Inserisci un nome per la tua fonte personalizzata e seleziona una classe di eventi OCSF applicabile.
**Nota**  
AppFabric utilizza le **classi di eventi Account Change**, **Authentication**, **User Access Management****, Group Management**, **Web Resources Activity** e **Web Resource Access Activity**.

1. Sia per **Account AWS ID** che per **ID esterno**, inserisci il tuo Account AWS ID. Quindi scegli **Create (Crea)**.

1. Salva la posizione Amazon S3 dell'origine personalizzata. Lo utilizzerai per configurare un flusso di distribuzione di Amazon Data Firehose.

### Creare un flusso di distribuzione in Firehose
<a name="security-lake-create-kinesis-data-firehose"></a>

1. Accedi alla console Amazon Data Firehose.

1. Scegli **Crea un flusso di distribuzione**.

1. Per **Source**, seleziona **Direct PUT**.

1. Per **Destinazione**, scegli **S3**.

1. Nella sezione **Trasforma e converti i record**, scegli **Abilita la conversione del formato di record** e scegli **Apache Parquet**come formato di output.

1. Per **AWS Glue tabella**, scegliete la AWS Glue tabella che avete creato nella procedura precedente e scegliete la versione più recente.

1. Per **le impostazioni di destinazione**, scegli il bucket Amazon S3 che hai creato con l'origine personalizzata Security Lake.

1. **Per il **partizionamento dinamico, scegli** Abilitato.**

1. **Per l'**analisi in linea per JSON**, scegli Abilitato.**
   + Per **Keyname**, inserisci. `eventDayValue`
   + Per **JQ Expression, immettere**. `(.time/1000)|strftime("%Y%m%d")`

1. Per il **prefisso del bucket S3**, immettete il seguente valore.

   ```
   ext/<custom source name>/region=<region>/accountId=<account_id>/eventDay=!{partitionKeyFromQuery:eventDayValue}/
   ```

   Sostituisci *<custom source name>* *<region>* e inserisci *<account\$1id>* il nome sorgente e l'ID personalizzati di Security Lake. Regione AWS Account AWS 

1. Per il **prefisso di output degli errori del bucket S3**, inserisci il seguente valore.

   ```
   ext/AppFabric/error/
   ```

1. **Per la **durata di Riprova**, seleziona 300.**

1. Per la **dimensione del buffer**, selezionare **128 MiB**.

1. **Per l'**intervallo Buffer, selezionate 60s.****

1. Completa il processo di creazione del flusso di distribuzione di Firehose.

### Crea ingestioni AppFabric
<a name="security-lake-create-appfabric-ingestions"></a>

Per inviare dati ad Amazon Security Lake, devi creare un'importazione nella AppFabric console che utilizzi il flusso di distribuzione Firehose creato in precedenza come posizione di output. [Per ulteriori informazioni sulla configurazione delle AppFabric acquisizioni per utilizzare Firehose come posizione di output, vedere Create an output location.](prerequisites.md#create-output-location)