Task: attack_reconstruction (flaws_cloudtrail)
Prompt: Review the CloudTrail records for a session-credentialed principal that moves from storage discovery into object access against an S3 bucket. Identify the responsible principal, the applicable MITRE ATT&CK technique, the supporting CloudTrail record_ids for each phase of the chain you reconstruct, and the impacted AWS assets. Return a JSON object matching the AttackReconstructionAnswer schema. Use principal.arn for primary_actor, the MITRE ATT&CK ID (e.g. T1530) for technique, and group the supporting CloudTrail record_ids by attack phase. List the AWS asset identifiers (bucket names, role/user names, trail names, ARNs) the attack acted on as impacted_assets.
Answer schema: attack_reconstruction_answer

CloudTrail records:
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{"benchmark_source": "flaws_cloudtrail", "source_record_id": "844eba2a-4e58-432d-ba65-51090f0847da", "record_id": "flaws_cloudtrail:0000001:844eba2a-4e58-432d-ba65-51090f0847da", "row_index": 1, "timestamp": "2019-08-05T07:20:46Z", "event_type": "DescribeSpotPriceHistory", "event_source": "ec2.amazonaws.com", "principal": {"type": "IAMUser", "arn": "arn:aws:iam::811596193553:user/backup", "account_id": "811596193553", "principal_id": "AIDA9BO36HFBHKGJAO9C1", "user_name": "backup", "access_key_id": "AKIA01U43UX3RBRDXF4Q", "session_issuer_arn": null, "session_issuer_user_name": null}, "network": {"source_ip": "254.78.52.255", "user_agent": "Boto3/1.9.86 Python/2.7.16 Linux/4.19.0-5-amd64 Botocore/1.5.19", "aws_region": "ap-southeast-1"}, "resource_arns": [], "raw_record_size_bytes": 819, "raw_record_depth": 5, "raw_record_top_level_keys": ["awsRegion", "eventID", "eventName", "eventSource", "eventTime", "eventType", "eventVersion", "recipientAccountId", "requestID", "requestParameters", "responseElements", "sourceIPAddress", "userAgent", "userIdentity"], "raw_record": {"eventID": "844eba2a-4e58-432d-ba65-51090f0847da", "eventTime": "2019-08-05T07:20:46Z", "eventName": "DescribeSpotPriceHistory", "eventSource": "ec2.amazonaws.com", "eventType": "AwsApiCall", "sourceIPAddress": "254.78.52.255", "userAgent": "Boto3/1.9.86 Python/2.7.16 Linux/4.19.0-5-amd64 Botocore/1.5.19", "awsRegion": "ap-southeast-1", "userIdentity": {"type": "IAMUser", "principalId": "AIDA9BO36HFBHKGJAO9C1", "arn": "arn:aws:iam::811596193553:user/backup", "accountId": "811596193553", "accessKeyId": "AKIA01U43UX3RBRDXF4Q", "userName": "backup"}, "requestParameters": {"startTime": 1564989625159, "endTime": 1569648025159, "instanceTypeSet": {"items": [{"instanceType": "cg1.4xlarge"}]}, "productDescriptionSet": {}}, "resources": []}}
{"benchmark_source": "flaws_cloudtrail", "source_record_id": "554c7121-1390-4781-8f64-17dae799bc2c", "record_id": "flaws_cloudtrail:0000002:554c7121-1390-4781-8f64-17dae799bc2c", "row_index": 2, "timestamp": "2019-08-05T07:20:46Z", "event_type": "DescribeSpotPriceHistory", "event_source": "ec2.amazonaws.com", "principal": {"type": "IAMUser", "arn": "arn:aws:iam::811596193553:user/backup", "account_id": "811596193553", "principal_id": "AIDA9BO36HFBHKGJAO9C1", "user_name": "backup", "access_key_id": "AKIA01U43UX3RBRDXF4Q", "session_issuer_arn": null, "session_issuer_user_name": null}, "network": {"source_ip": "254.78.52.255", "user_agent": "Boto3/1.9.86 Python/2.7.16 Linux/4.19.0-5-amd64 Botocore/1.5.19", "aws_region": "ap-southeast-1"}, "resource_arns": [], "raw_record_size_bytes": 818, "raw_record_depth": 5, "raw_record_top_level_keys": ["awsRegion", "eventID", "eventName", "eventSource", "eventTime", "eventType", "eventVersion", "recipientAccountId", "requestID", "requestParameters", "responseElements", "sourceIPAddress", "userAgent", "userIdentity"], "raw_record": {"eventID": "554c7121-1390-4781-8f64-17dae799bc2c", "eventTime": "2019-08-05T07:20:46Z", "eventName": "DescribeSpotPriceHistory", "eventSource": "ec2.amazonaws.com", "eventType": "AwsApiCall", "sourceIPAddress": "254.78.52.255", "userAgent": "Boto3/1.9.86 Python/2.7.16 Linux/4.19.0-5-amd64 Botocore/1.5.19", "awsRegion": "ap-southeast-1", "userIdentity": {"type": "IAMUser", "principalId": "AIDA9BO36HFBHKGJAO9C1", "arn": "arn:aws:iam::811596193553:user/backup", "accountId": "811596193553", "accessKeyId": "AKIA01U43UX3RBRDXF4Q", "userName": "backup"}, "requestParameters": {"startTime": 1564989625159, "endTime": 1565252425159, "instanceTypeSet": {"items": [{"instanceType": "p3.2xlarge"}]}, "productDescriptionSet": {}}, "resources": []}}
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