diff --git "a/Sample_1K_CloudTrail_Data.csv" "b/Sample_1K_CloudTrail_Data.csv" new file mode 100644--- /dev/null +++ "b/Sample_1K_CloudTrail_Data.csv" @@ -0,0 +1,1001 @@ +eventTime,eventName,awsRegion,sourceIPAddress,userIdentity,eventSource,requestParameters,responseElements,additionalEventData +2024-04-01T20:10:21,ConnectDatabase,us-west-2,92.119.197.141,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE9931', 'arn': 'arn:aws:iam::123456789012:user/HRUser2', 'accountId': '123456789012', 'userName': 'HRUser2'}",rds.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T12:40:04,DeleteBucket,us-west-2,78.23.96.116,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE1846', 'arn': 'arn:aws:iam::123456789012:user/OprUser2', 'accountId': '123456789012', 'userName': 'OprUser2'}",s3.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T19:02:44,QueryDatabase,us-west-2,234.182.191.179,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE2305', 'arn': 'arn:aws:iam::123456789012:user/AuditUser1', 'accountId': '123456789012', 'userName': 'AuditUser1'}",rds.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T11:03:49,ListBuckets,us-west-2,150.61.89.130,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE1483', 'arn': 'arn:aws:iam::123456789012:user/OprUser2', 'accountId': '123456789012', 'userName': 'OprUser2'}",s3.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T02:08:43,CreateBucket,us-west-2,157.27.120.118,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE4785', 'arn': 'arn:aws:iam::123456789012:user/OprUser2', 'accountId': '123456789012', 'userName': 'OprUser2'}",s3.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T10:19:17,QueryDatabase,us-west-2,137.190.141.152,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE9454', 'arn': 'arn:aws:iam::123456789012:user/DevUser2', 'accountId': '123456789012', 'userName': 'DevUser2'}",rds.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T06:03:12,DeleteBucket,us-west-2,184.250.122.65,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE9228', 'arn': 'arn:aws:iam::123456789012:user/DevUser2', 'accountId': '123456789012', 'userName': 'DevUser2'}",s3.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T08:52:33,ConsoleLoginFailure,us-west-2,146.13.97.3,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE3352', 'arn': 'arn:aws:iam::123456789012:user/HRUser1', 'accountId': '123456789012', 'userName': 'HRUser1'}",signin.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T15:47:52,ListUsers,us-west-2,160.73.189.150,"{'type': 'Unknown', 'principalId': 'AIDAEXAMPLE9550', 'arn': 'arn:aws:iam::123456789012:user/CompromisedVendor', 'accountId': '123456789012', 'userName': 'CompromisedVendor'}",iam.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T18:10:16,GetObject,us-west-2,83.186.67.186,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE6183', 'arn': 'arn:aws:iam::123456789012:user/OprUser2', 'accountId': '123456789012', 'userName': 'OprUser2'}",s3.amazonaws.com,"{'bucketName': 'example-bucket', 'key': 'example-object'}",,{'SuspiciousActivity': 'false'} +2024-04-01T18:04:53,DeleteObject,us-west-2,43.12.27.64,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE4109', 'arn': 'arn:aws:iam::123456789012:user/AuditUser2', 'accountId': '123456789012', 'userName': 'AuditUser2'}",s3.amazonaws.com,"{'bucketName': 'example-bucket', 'key': 'example-object'}",,{'SuspiciousActivity': 'false'} +2024-04-01T07:23:16,RunInstances,us-west-2,116.3.193.39,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE9042', 'arn': 'arn:aws:iam::123456789012:user/AuditUser2', 'accountId': '123456789012', 'userName': 'AuditUser2'}",ec2.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T20:38:54,DescribeInstances,us-west-2,185.43.230.106,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE7268', 'arn': 'arn:aws:iam::123456789012:user/AdminUser1', 'accountId': '123456789012', 'userName': 'AdminUser1'}",ec2.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T18:32:34,QueryDatabase,us-west-2,162.174.62.210,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE8274', 'arn': 'arn:aws:iam::123456789012:user/DevUser1', 'accountId': '123456789012', 'userName': 'DevUser1'}",rds.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T06:25:07,DescribeInstances,us-west-2,93.165.199.55,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE2143', 'arn': 'arn:aws:iam::123456789012:user/OprUser2', 'accountId': '123456789012', 'userName': 'OprUser2'}",ec2.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T01:14:34,DescribeInstances,us-west-2,39.248.156.184,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE5735', 'arn': 'arn:aws:iam::123456789012:user/AuditUser1', 'accountId': '123456789012', 'userName': 'AuditUser1'}",ec2.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T16:51:08,RunInstances,us-west-2,185.164.176.51,"{'type': 'Unknown', 'principalId': 'AIDAEXAMPLE9172', 'arn': 'arn:aws:iam::123456789012:user/CompromisedVendor', 'accountId': '123456789012', 'userName': 'CompromisedVendor'}",ec2.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T06:15:54,ConsoleLoginFailure,us-west-2,74.214.81.53,"{'type': 'Unknown', 'principalId': 'AIDAEXAMPLE6920', 'arn': 'arn:aws:iam::123456789012:user/CompromisedVendor', 'accountId': '123456789012', 'userName': 'CompromisedVendor'}",signin.amazonaws.com,{},,{'SuspiciousActivity': 'true'} +2024-04-01T09:09:37,DescribeInstances,us-west-2,53.46.169.193,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE5266', 'arn': 'arn:aws:iam::123456789012:user/AdminUser2', 'accountId': '123456789012', 'userName': 'AdminUser2'}",ec2.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T06:34:26,CreateRole,us-west-2,136.84.235.46,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE9569', 'arn': 'arn:aws:iam::123456789012:user/AuditUser1', 'accountId': '123456789012', 'userName': 'AuditUser1'}",iam.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T18:40:24,GetObject,us-west-2,176.38.207.156,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE4436', 'arn': 'arn:aws:iam::123456789012:user/DevUser1', 'accountId': '123456789012', 'userName': 'DevUser1'}",s3.amazonaws.com,"{'bucketName': 'example-bucket', 'key': 'example-object'}",,{'SuspiciousActivity': 'false'} +2024-04-01T06:32:48,AccessDenied,us-west-2,97.254.200.224,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE6401', 'arn': 'arn:aws:iam::123456789012:user/HRUser1', 'accountId': '123456789012', 'userName': 'HRUser1'}",iam.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T16:09:32,CreateRole,us-west-2,138.155.167.28,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE5932', 'arn': 'arn:aws:iam::123456789012:user/HRUser1', 'accountId': '123456789012', 'userName': 'HRUser1'}",iam.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T00:34:30,ConnectDatabase,us-west-2,193.194.24.16,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE1979', 'arn': 'arn:aws:iam::123456789012:user/AuditUser2', 'accountId': '123456789012', 'userName': 'AuditUser2'}",rds.amazonaws.com,{},,{'SuspiciousActivity': 'true'} +2024-04-01T23:22:02,ConnectDatabase,us-west-2,30.145.239.93,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE4700', 'arn': 'arn:aws:iam::123456789012:user/HRUser1', 'accountId': '123456789012', 'userName': 'HRUser1'}",rds.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T19:46:52,ListBuckets,us-west-2,211.124.208.69,"{'type': 'Unknown', 'principalId': 'AIDAEXAMPLE9290', 'arn': 'arn:aws:iam::123456789012:user/CompromisedVendor', 'accountId': '123456789012', 'userName': 'CompromisedVendor'}",s3.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T22:36:09,DeleteBucket,us-west-2,3.240.130.18,"{'type': 'Unknown', 'principalId': 'AIDAEXAMPLE9113', 'arn': 'arn:aws:iam::123456789012:user/CompromisedVendor', 'accountId': '123456789012', 'userName': 'CompromisedVendor'}",s3.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T04:13:07,PutObject,us-west-2,248.114.101.134,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE2719', 'arn': 'arn:aws:iam::123456789012:user/DevUser1', 'accountId': '123456789012', 'userName': 'DevUser1'}",s3.amazonaws.com,"{'bucketName': 'example-bucket', 'key': 'example-object'}",,{'SuspiciousActivity': 'false'} +2024-04-01T23:54:05,DeleteObject,us-west-2,73.239.177.96,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE5962', 'arn': 'arn:aws:iam::123456789012:user/AuditUser2', 'accountId': '123456789012', 'userName': 'AuditUser2'}",s3.amazonaws.com,"{'bucketName': 'example-bucket', 'key': 'example-object'}",,{'SuspiciousActivity': 'false'} +2024-04-01T01:12:16,DescribeInstances,us-west-2,29.216.69.135,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE4615', 'arn': 'arn:aws:iam::123456789012:user/AdminUser2', 'accountId': '123456789012', 'userName': 'AdminUser2'}",ec2.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T03:44:55,ConsoleLogin,us-west-2,149.32.135.75,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE7782', 'arn': 'arn:aws:iam::123456789012:user/DevUser2', 'accountId': '123456789012', 'userName': 'DevUser2'}",signin.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T17:02:43,CreateRole,us-west-2,120.248.5.185,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE8745', 'arn': 'arn:aws:iam::123456789012:user/DevUser1', 'accountId': '123456789012', 'userName': 'DevUser1'}",iam.amazonaws.com,{},,{'SuspiciousActivity': 'true'} +2024-04-01T06:15:47,ListUsers,us-west-2,80.171.164.85,"{'type': 'Unknown', 'principalId': 'AIDAEXAMPLE1367', 'arn': 'arn:aws:iam::123456789012:user/Unknown', 'accountId': '123456789012', 'userName': 'Unknown'}",iam.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T19:26:20,ListBuckets,us-west-2,220.227.247.197,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE5109', 'arn': 'arn:aws:iam::123456789012:user/OprUser1', 'accountId': '123456789012', 'userName': 'OprUser1'}",s3.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T14:40:17,PutObject,us-west-2,165.11.20.196,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE6190', 'arn': 'arn:aws:iam::123456789012:user/OprUser1', 'accountId': '123456789012', 'userName': 'OprUser1'}",s3.amazonaws.com,"{'bucketName': 'example-bucket', 'key': 'example-object'}",,{'SuspiciousActivity': 'false'} +2024-04-01T02:34:09,ListUsers,us-west-2,236.248.117.92,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE5814', 'arn': 'arn:aws:iam::123456789012:user/HRUser2', 'accountId': '123456789012', 'userName': 'HRUser2'}",iam.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T03:02:17,ListBuckets,us-west-2,189.210.1.73,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE1779', 'arn': 'arn:aws:iam::123456789012:user/DevUser2', 'accountId': '123456789012', 'userName': 'DevUser2'}",s3.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T19:16:39,AccessDenied,us-west-2,46.32.235.233,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE7528', 'arn': 'arn:aws:iam::123456789012:user/OprUser1', 'accountId': '123456789012', 'userName': 'OprUser1'}",iam.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T14:27:17,PutObject,us-west-2,5.150.243.66,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE2241', 'arn': 'arn:aws:iam::123456789012:user/AuditUser1', 'accountId': '123456789012', 'userName': 'AuditUser1'}",s3.amazonaws.com,"{'bucketName': 'example-bucket', 'key': 'example-object'}",,{'SuspiciousActivity': 'false'} +2024-04-01T13:14:02,ConsoleLoginFailure,us-west-2,205.58.104.72,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE2132', 'arn': 'arn:aws:iam::123456789012:user/HRUser2', 'accountId': '123456789012', 'userName': 'HRUser2'}",signin.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T09:44:03,ListBuckets,us-west-2,47.234.156.17,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE8402', 'arn': 'arn:aws:iam::123456789012:user/OprUser1', 'accountId': '123456789012', 'userName': 'OprUser1'}",s3.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T12:33:00,CreateBucket,us-west-2,125.213.222.200,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE9556', 'arn': 'arn:aws:iam::123456789012:user/AdminUser2', 'accountId': '123456789012', 'userName': 'AdminUser2'}",s3.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T03:20:30,RunInstances,us-west-2,233.76.111.211,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE2444', 'arn': 'arn:aws:iam::123456789012:user/DevUser1', 'accountId': '123456789012', 'userName': 'DevUser1'}",ec2.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T20:45:41,ConsoleLoginFailure,us-west-2,121.207.81.70,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE7604', 'arn': 'arn:aws:iam::123456789012:user/DevUser2', 'accountId': '123456789012', 'userName': 'DevUser2'}",signin.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T10:57:16,QueryDatabase,us-west-2,139.104.71.144,"{'type': 'Unknown', 'principalId': 'AIDAEXAMPLE2830', 'arn': 'arn:aws:iam::123456789012:user/CompromisedVendor', 'accountId': '123456789012', 'userName': 'CompromisedVendor'}",rds.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T14:47:00,DescribeInstances,us-west-2,88.218.249.196,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE2163', 'arn': 'arn:aws:iam::123456789012:user/AuditUser1', 'accountId': '123456789012', 'userName': 'AuditUser1'}",ec2.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T10:55:03,AccessDenied,us-west-2,84.217.64.236,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE8246', 'arn': 'arn:aws:iam::123456789012:user/HRUser2', 'accountId': '123456789012', 'userName': 'HRUser2'}",iam.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T12:59:14,ConnectDatabase,us-west-2,186.127.62.137,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE3780', 'arn': 'arn:aws:iam::123456789012:user/DevUser1', 'accountId': '123456789012', 'userName': 'DevUser1'}",rds.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T15:16:25,RunInstances,us-west-2,199.114.211.72,"{'type': 'Unknown', 'principalId': 'AIDAEXAMPLE1585', 'arn': 'arn:aws:iam::123456789012:user/CompromisedVendor', 'accountId': '123456789012', 'userName': 'CompromisedVendor'}",ec2.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T05:30:49,ListBuckets,us-west-2,53.91.184.149,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE7818', 'arn': 'arn:aws:iam::123456789012:user/DevUser1', 'accountId': '123456789012', 'userName': 'DevUser1'}",s3.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T20:07:38,DescribeInstances,us-west-2,36.175.196.19,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE4822', 'arn': 'arn:aws:iam::123456789012:user/AdminUser1', 'accountId': '123456789012', 'userName': 'AdminUser1'}",ec2.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T13:40:53,AccessDenied,us-west-2,89.133.8.98,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE3783', 'arn': 'arn:aws:iam::123456789012:user/AdminUser2', 'accountId': '123456789012', 'userName': 'AdminUser2'}",iam.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T20:30:05,ConsoleLogin,us-west-2,233.234.204.80,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE4632', 'arn': 'arn:aws:iam::123456789012:user/AuditUser2', 'accountId': '123456789012', 'userName': 'AuditUser2'}",signin.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T13:35:57,CreateRole,us-west-2,204.209.167.189,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE7459', 'arn': 'arn:aws:iam::123456789012:user/AdminUser1', 'accountId': '123456789012', 'userName': 'AdminUser1'}",iam.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T03:38:22,CreateRole,us-west-2,196.93.201.48,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE2130', 'arn': 'arn:aws:iam::123456789012:user/OprUser2', 'accountId': '123456789012', 'userName': 'OprUser2'}",iam.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T05:17:22,DeleteBucket,us-west-2,252.98.101.117,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE2154', 'arn': 'arn:aws:iam::123456789012:user/DevUser1', 'accountId': '123456789012', 'userName': 'DevUser1'}",s3.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T16:57:03,CreateRole,us-west-2,103.195.211.45,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE5514', 'arn': 'arn:aws:iam::123456789012:user/DevUser2', 'accountId': '123456789012', 'userName': 'DevUser2'}",iam.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T14:31:31,PutObject,us-west-2,130.105.24.243,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE1027', 'arn': 'arn:aws:iam::123456789012:user/OprUser1', 'accountId': '123456789012', 'userName': 'OprUser1'}",s3.amazonaws.com,"{'bucketName': 'example-bucket', 'key': 'example-object'}",,{'SuspiciousActivity': 'false'} +2024-04-01T11:01:48,ConnectDatabase,us-west-2,116.38.137.111,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE5485', 'arn': 'arn:aws:iam::123456789012:user/AuditUser2', 'accountId': '123456789012', 'userName': 'AuditUser2'}",rds.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T11:22:56,ConnectDatabase,us-west-2,56.90.77.138,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE3191', 'arn': 'arn:aws:iam::123456789012:user/OprUser1', 'accountId': '123456789012', 'userName': 'OprUser1'}",rds.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T02:06:22,DeleteObject,us-west-2,8.213.164.163,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE6951', 'arn': 'arn:aws:iam::123456789012:user/HRUser2', 'accountId': '123456789012', 'userName': 'HRUser2'}",s3.amazonaws.com,"{'bucketName': 'example-bucket', 'key': 'example-object'}",,{'SuspiciousActivity': 'false'} +2024-04-01T17:01:47,QueryDatabase,us-west-2,13.11.90.104,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE6123', 'arn': 'arn:aws:iam::123456789012:user/DevUser2', 'accountId': '123456789012', 'userName': 'DevUser2'}",rds.amazonaws.com,{},,{'SuspiciousActivity': 'true'} +2024-04-01T02:00:08,RunInstances,us-west-2,105.230.149.27,"{'type': 'Unknown', 'principalId': 'AIDAEXAMPLE7358', 'arn': 'arn:aws:iam::123456789012:user/CompromisedVendor', 'accountId': '123456789012', 'userName': 'CompromisedVendor'}",ec2.amazonaws.com,{},,{'SuspiciousActivity': 'false'} +2024-04-01T02:45:29,DeleteObject,us-west-2,150.242.106.18,"{'type': 'IAMUser', 'principalId': 'AIDAEXAMPLE1407', 'arn': 'arn:aws:iam::123456789012:user/AuditUser2', 'accountId': '123456789012', 'userName': 'AuditUser2'}",s3.amazonaws.com,"{'bucketName': 'example-bucket', 'key': 'example-object'}",,{'SuspiciousActivity': 'false'} 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