Upload signals/metadata.json with huggingface_hub
Browse files- signals/metadata.json +45 -39
signals/metadata.json
CHANGED
|
@@ -1,5 +1,5 @@
|
|
| 1 |
{
|
| 2 |
-
"total_records":
|
| 3 |
"columns": [
|
| 4 |
"timestamp",
|
| 5 |
"message_type",
|
|
@@ -21,41 +21,47 @@
|
|
| 21 |
"label_confidence",
|
| 22 |
"attack_techniques",
|
| 23 |
"attack_tactics",
|
|
|
|
| 24 |
"mo_name",
|
| 25 |
"suspicion_score",
|
| 26 |
"lifecycle_stage",
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 27 |
"matched_rules",
|
| 28 |
"set_roles",
|
| 29 |
"product_name",
|
| 30 |
"vendor_name"
|
| 31 |
],
|
| 32 |
"message_type_distribution": {
|
| 33 |
-
"security_audit_event":
|
| 34 |
-
"4662":
|
| 35 |
-
"5156":
|
| 36 |
-
"4658":
|
| 37 |
-
"firewall_action":
|
| 38 |
-
"management_message":
|
| 39 |
-
"4656":
|
| 40 |
-
"4690":
|
| 41 |
"unknown": 59425,
|
| 42 |
"java_error": 51398,
|
| 43 |
"GetLogEvents": 39639,
|
|
|
|
| 44 |
"systemd_event": 34520,
|
| 45 |
-
"flow": 31758,
|
| 46 |
"DescribeInstanceStatus": 27127,
|
| 47 |
"diagnostic_event": 17997,
|
| 48 |
"pam_event": 17822,
|
| 49 |
-
"account_logon":
|
| 50 |
-
"account_logoff":
|
| 51 |
"communication": 16184,
|
| 52 |
-
"4776":
|
| 53 |
"DescribeLoadBalancers": 15062,
|
| 54 |
"DescribeInstances": 14992,
|
| 55 |
-
"network_flow_data":
|
| 56 |
-
"dns_event":
|
| 57 |
-
"access_log":
|
| 58 |
-
"audit_log":
|
| 59 |
"ListClusters": 10848,
|
| 60 |
"5158": 9812,
|
| 61 |
"auth_event": 9520,
|
|
@@ -63,14 +69,14 @@
|
|
| 63 |
"auth_success": 8113,
|
| 64 |
"GetBucketMetricsConfiguration": 7922,
|
| 65 |
"ListStacks": 7626,
|
|
|
|
| 66 |
"ListFunctions20150331": 7009,
|
| 67 |
"DescribeClusters": 6614,
|
| 68 |
"DescribeSubnets": 6603,
|
| 69 |
"DescribeAddresses": 6094,
|
| 70 |
"DescribeSecurityGroups": 5858,
|
| 71 |
"UpdateInstanceInformation": 5847,
|
| 72 |
-
"
|
| 73 |
-
"4799": 5514,
|
| 74 |
"GetSendQuota": 5117,
|
| 75 |
"DescribeVpcs": 5079,
|
| 76 |
"ListTopics": 5008,
|
|
@@ -106,7 +112,7 @@
|
|
| 106 |
"DescribeFileSystems": 2587,
|
| 107 |
"DescribeInternetGateways": 2503,
|
| 108 |
"DescribeVpcAttribute": 2457,
|
| 109 |
-
"security_privilege_change":
|
| 110 |
"ListTopicRules": 2375,
|
| 111 |
"GetResources": 2370,
|
| 112 |
"DescribeCacheClusters": 2261,
|
|
@@ -124,6 +130,7 @@
|
|
| 124 |
"4793": 1862,
|
| 125 |
"DescribeTrustStores": 1744,
|
| 126 |
"DescribeVpcEndpoints": 1672,
|
|
|
|
| 127 |
"DescribeVpcEndpointConnectionNotifications": 1647,
|
| 128 |
"7036": 1635,
|
| 129 |
"ListTables": 1625,
|
|
@@ -138,6 +145,7 @@
|
|
| 138 |
"GetBucketVersioning": 1436,
|
| 139 |
"DescribeReservedInstances": 1403,
|
| 140 |
"ListDeliveryStreams": 1395,
|
|
|
|
| 141 |
"5061": 1302,
|
| 142 |
"DescribeNetworkAcls": 1297,
|
| 143 |
"GetSendStatistics": 1290,
|
|
@@ -147,7 +155,6 @@
|
|
| 147 |
"DescribeTable": 1212,
|
| 148 |
"4648": 1153,
|
| 149 |
"GetBucketReplication": 1124,
|
| 150 |
-
"anomalous_behavior": 1098,
|
| 151 |
"DescribeSpotFleetRequests": 1056,
|
| 152 |
"GetBucketWebsite": 1051,
|
| 153 |
"DescribeAccountAttributes": 1002,
|
|
@@ -193,7 +200,6 @@
|
|
| 193 |
"GetBucketPublicAccessBlock": 220,
|
| 194 |
"GetBucketEncryption": 220,
|
| 195 |
"7040": 202,
|
| 196 |
-
"firewall_log": 200,
|
| 197 |
"4670": 188,
|
| 198 |
"5059": 185,
|
| 199 |
"404": 176,
|
|
@@ -215,6 +221,7 @@
|
|
| 215 |
"ListHostedZones": 125,
|
| 216 |
"36887": 124,
|
| 217 |
"4689": 106,
|
|
|
|
| 218 |
"4663": 98,
|
| 219 |
"16385": 91,
|
| 220 |
"POST": 88,
|
|
@@ -228,6 +235,7 @@
|
|
| 228 |
"1200": 64,
|
| 229 |
"GetParameter": 57,
|
| 230 |
"18265": 55,
|
|
|
|
| 231 |
"DescribeServices": 48,
|
| 232 |
"ListServices": 48,
|
| 233 |
"18268": 47,
|
|
@@ -238,7 +246,6 @@
|
|
| 238 |
"endpoint_protection_event": 35,
|
| 239 |
"1043": 35,
|
| 240 |
"DescribeHosts": 34,
|
| 241 |
-
"GEO_IP_BLOCK": 32,
|
| 242 |
"generic_event": 31,
|
| 243 |
"16394": 30,
|
| 244 |
"credential_access": 28,
|
|
@@ -268,7 +275,6 @@
|
|
| 268 |
"4098": 7,
|
| 269 |
"DIRECTORY_TRAVERSAL_BEYOND_ROOT": 6,
|
| 270 |
"SQL_INJECTION_IN_PARAM": 6,
|
| 271 |
-
"INVALID_METHOD": 6,
|
| 272 |
"0": 6,
|
| 273 |
"4697": 6,
|
| 274 |
"259": 6,
|
|
@@ -326,44 +332,44 @@
|
|
| 326 |
"131": 1
|
| 327 |
},
|
| 328 |
"label_distribution": {
|
| 329 |
-
"benign":
|
| 330 |
-
"malicious":
|
| 331 |
-
"suspicious":
|
| 332 |
},
|
| 333 |
"stream_distribution": {
|
| 334 |
-
"microsoft-windows-security-auditing":
|
| 335 |
-
"windows_security_audit":
|
| 336 |
"aws_cloudtrail_events": 340131,
|
| 337 |
-
"cisco_asa":
|
| 338 |
-
"vcenter":
|
| 339 |
"java_stack_trace": 51394,
|
| 340 |
"no_useful_info": 45770,
|
| 341 |
-
"meraki":
|
| 342 |
"crond": 32484,
|
| 343 |
"sshd": 19128,
|
| 344 |
"filebeat_diagnostic": 17997,
|
| 345 |
"pam": 17822,
|
| 346 |
"network_communication": 16184,
|
|
|
|
| 347 |
"unknown": 13610,
|
| 348 |
-
"
|
| 349 |
-
"dnsmasq": 11413,
|
| 350 |
"systemd_logind": 9478,
|
| 351 |
-
"
|
|
|
|
| 352 |
"mssql$paygsql01": 6472,
|
| 353 |
-
"pan_firewall": 6038,
|
| 354 |
"ad fs auditing": 5887,
|
| 355 |
"security": 4574,
|
| 356 |
-
"barracuda_waf":
|
| 357 |
"ad_audit_plus": 4082,
|
| 358 |
"cisco_os": 3697,
|
| 359 |
"symantec_sep": 2361,
|
| 360 |
"systemd": 1962,
|
| 361 |
"service control manager": 1837,
|
| 362 |
"Integrations Status": 552,
|
|
|
|
| 363 |
"DUO Asset Inventory": 337,
|
| 364 |
"microsoft-windows-distributedcom": 301,
|
| 365 |
"esent": 300,
|
| 366 |
-
"meraki_l7_firewall": 260,
|
| 367 |
"generic_log": 250,
|
| 368 |
"microsoft-windows-security-spp": 190,
|
| 369 |
"directory synchronization": 150,
|
|
@@ -372,8 +378,8 @@
|
|
| 372 |
"barracuda_ess": 74,
|
| 373 |
"OpenDNS Detection": 56,
|
| 374 |
"mssqlserver": 40,
|
| 375 |
-
"apache_access_log": 36,
|
| 376 |
"Crowdstrike Detection": 35,
|
|
|
|
| 377 |
"DUO": 28,
|
| 378 |
"microsoft-windows-was": 26,
|
| 379 |
"sentinelone": 25,
|
|
|
|
| 1 |
{
|
| 2 |
+
"total_records": 2100363,
|
| 3 |
"columns": [
|
| 4 |
"timestamp",
|
| 5 |
"message_type",
|
|
|
|
| 21 |
"label_confidence",
|
| 22 |
"attack_techniques",
|
| 23 |
"attack_tactics",
|
| 24 |
+
"defense_techniques",
|
| 25 |
"mo_name",
|
| 26 |
"suspicion_score",
|
| 27 |
"lifecycle_stage",
|
| 28 |
+
"disposition",
|
| 29 |
+
"disposition_category",
|
| 30 |
+
"is_false_positive",
|
| 31 |
+
"status_name",
|
| 32 |
+
"incident_ids",
|
| 33 |
"matched_rules",
|
| 34 |
"set_roles",
|
| 35 |
"product_name",
|
| 36 |
"vendor_name"
|
| 37 |
],
|
| 38 |
"message_type_distribution": {
|
| 39 |
+
"security_audit_event": 381652,
|
| 40 |
+
"4662": 226141,
|
| 41 |
+
"5156": 176044,
|
| 42 |
+
"4658": 158326,
|
| 43 |
+
"firewall_action": 138373,
|
| 44 |
+
"management_message": 94300,
|
| 45 |
+
"4656": 79287,
|
| 46 |
+
"4690": 79230,
|
| 47 |
"unknown": 59425,
|
| 48 |
"java_error": 51398,
|
| 49 |
"GetLogEvents": 39639,
|
| 50 |
+
"flow": 36878,
|
| 51 |
"systemd_event": 34520,
|
|
|
|
| 52 |
"DescribeInstanceStatus": 27127,
|
| 53 |
"diagnostic_event": 17997,
|
| 54 |
"pam_event": 17822,
|
| 55 |
+
"account_logon": 17479,
|
| 56 |
+
"account_logoff": 16932,
|
| 57 |
"communication": 16184,
|
| 58 |
+
"4776": 15381,
|
| 59 |
"DescribeLoadBalancers": 15062,
|
| 60 |
"DescribeInstances": 14992,
|
| 61 |
+
"network_flow_data": 14042,
|
| 62 |
+
"dns_event": 11405,
|
| 63 |
+
"access_log": 11375,
|
| 64 |
+
"audit_log": 11267,
|
| 65 |
"ListClusters": 10848,
|
| 66 |
"5158": 9812,
|
| 67 |
"auth_event": 9520,
|
|
|
|
| 69 |
"auth_success": 8113,
|
| 70 |
"GetBucketMetricsConfiguration": 7922,
|
| 71 |
"ListStacks": 7626,
|
| 72 |
+
"traffic_drop": 7464,
|
| 73 |
"ListFunctions20150331": 7009,
|
| 74 |
"DescribeClusters": 6614,
|
| 75 |
"DescribeSubnets": 6603,
|
| 76 |
"DescribeAddresses": 6094,
|
| 77 |
"DescribeSecurityGroups": 5858,
|
| 78 |
"UpdateInstanceInformation": 5847,
|
| 79 |
+
"4799": 5511,
|
|
|
|
| 80 |
"GetSendQuota": 5117,
|
| 81 |
"DescribeVpcs": 5079,
|
| 82 |
"ListTopics": 5008,
|
|
|
|
| 112 |
"DescribeFileSystems": 2587,
|
| 113 |
"DescribeInternetGateways": 2503,
|
| 114 |
"DescribeVpcAttribute": 2457,
|
| 115 |
+
"security_privilege_change": 2396,
|
| 116 |
"ListTopicRules": 2375,
|
| 117 |
"GetResources": 2370,
|
| 118 |
"DescribeCacheClusters": 2261,
|
|
|
|
| 130 |
"4793": 1862,
|
| 131 |
"DescribeTrustStores": 1744,
|
| 132 |
"DescribeVpcEndpoints": 1672,
|
| 133 |
+
"anomalous_behavior": 1664,
|
| 134 |
"DescribeVpcEndpointConnectionNotifications": 1647,
|
| 135 |
"7036": 1635,
|
| 136 |
"ListTables": 1625,
|
|
|
|
| 145 |
"GetBucketVersioning": 1436,
|
| 146 |
"DescribeReservedInstances": 1403,
|
| 147 |
"ListDeliveryStreams": 1395,
|
| 148 |
+
"firewall_log": 1364,
|
| 149 |
"5061": 1302,
|
| 150 |
"DescribeNetworkAcls": 1297,
|
| 151 |
"GetSendStatistics": 1290,
|
|
|
|
| 155 |
"DescribeTable": 1212,
|
| 156 |
"4648": 1153,
|
| 157 |
"GetBucketReplication": 1124,
|
|
|
|
| 158 |
"DescribeSpotFleetRequests": 1056,
|
| 159 |
"GetBucketWebsite": 1051,
|
| 160 |
"DescribeAccountAttributes": 1002,
|
|
|
|
| 200 |
"GetBucketPublicAccessBlock": 220,
|
| 201 |
"GetBucketEncryption": 220,
|
| 202 |
"7040": 202,
|
|
|
|
| 203 |
"4670": 188,
|
| 204 |
"5059": 185,
|
| 205 |
"404": 176,
|
|
|
|
| 221 |
"ListHostedZones": 125,
|
| 222 |
"36887": 124,
|
| 223 |
"4689": 106,
|
| 224 |
+
"GEO_IP_BLOCK": 98,
|
| 225 |
"4663": 98,
|
| 226 |
"16385": 91,
|
| 227 |
"POST": 88,
|
|
|
|
| 235 |
"1200": 64,
|
| 236 |
"GetParameter": 57,
|
| 237 |
"18265": 55,
|
| 238 |
+
"INVALID_METHOD": 48,
|
| 239 |
"DescribeServices": 48,
|
| 240 |
"ListServices": 48,
|
| 241 |
"18268": 47,
|
|
|
|
| 246 |
"endpoint_protection_event": 35,
|
| 247 |
"1043": 35,
|
| 248 |
"DescribeHosts": 34,
|
|
|
|
| 249 |
"generic_event": 31,
|
| 250 |
"16394": 30,
|
| 251 |
"credential_access": 28,
|
|
|
|
| 275 |
"4098": 7,
|
| 276 |
"DIRECTORY_TRAVERSAL_BEYOND_ROOT": 6,
|
| 277 |
"SQL_INJECTION_IN_PARAM": 6,
|
|
|
|
| 278 |
"0": 6,
|
| 279 |
"4697": 6,
|
| 280 |
"259": 6,
|
|
|
|
| 332 |
"131": 1
|
| 333 |
},
|
| 334 |
"label_distribution": {
|
| 335 |
+
"benign": 1899587,
|
| 336 |
+
"malicious": 155520,
|
| 337 |
+
"suspicious": 45256
|
| 338 |
},
|
| 339 |
"stream_distribution": {
|
| 340 |
+
"microsoft-windows-security-auditing": 810164,
|
| 341 |
+
"windows_security_audit": 381652,
|
| 342 |
"aws_cloudtrail_events": 340131,
|
| 343 |
+
"cisco_asa": 138337,
|
| 344 |
+
"vcenter": 88284,
|
| 345 |
"java_stack_trace": 51394,
|
| 346 |
"no_useful_info": 45770,
|
| 347 |
+
"meraki": 38178,
|
| 348 |
"crond": 32484,
|
| 349 |
"sshd": 19128,
|
| 350 |
"filebeat_diagnostic": 17997,
|
| 351 |
"pam": 17822,
|
| 352 |
"network_communication": 16184,
|
| 353 |
+
"aws_vpc_flow_log": 14042,
|
| 354 |
"unknown": 13610,
|
| 355 |
+
"dnsmasq": 11405,
|
|
|
|
| 356 |
"systemd_logind": 9478,
|
| 357 |
+
"pan_firewall": 8840,
|
| 358 |
+
"linux_audit": 7185,
|
| 359 |
"mssql$paygsql01": 6472,
|
|
|
|
| 360 |
"ad fs auditing": 5887,
|
| 361 |
"security": 4574,
|
| 362 |
+
"barracuda_waf": 4288,
|
| 363 |
"ad_audit_plus": 4082,
|
| 364 |
"cisco_os": 3697,
|
| 365 |
"symantec_sep": 2361,
|
| 366 |
"systemd": 1962,
|
| 367 |
"service control manager": 1837,
|
| 368 |
"Integrations Status": 552,
|
| 369 |
+
"meraki_l7_firewall": 364,
|
| 370 |
"DUO Asset Inventory": 337,
|
| 371 |
"microsoft-windows-distributedcom": 301,
|
| 372 |
"esent": 300,
|
|
|
|
| 373 |
"generic_log": 250,
|
| 374 |
"microsoft-windows-security-spp": 190,
|
| 375 |
"directory synchronization": 150,
|
|
|
|
| 378 |
"barracuda_ess": 74,
|
| 379 |
"OpenDNS Detection": 56,
|
| 380 |
"mssqlserver": 40,
|
|
|
|
| 381 |
"Crowdstrike Detection": 35,
|
| 382 |
+
"apache_access_log": 35,
|
| 383 |
"DUO": 28,
|
| 384 |
"microsoft-windows-was": 26,
|
| 385 |
"sentinelone": 25,
|