idx
int64
0
99
Timestamp
stringdate
2023-04-01 12:00:00
2023-04-02 20:00:00
SourceIP
stringlengths
8
13
DestinationIP
stringclasses
17 values
UserAgent
stringlengths
10
115
RequestType
stringclasses
4 values
ServiceUsed
stringlengths
13
36
PayloadSize
int64
64
134M
Labels
stringclasses
2 values
0
2023-04-01T12:00:00Z
192.168.1.100
10.0.0.1
Mozilla/5.0
API Call
EC2 Start Instance
512
Normal
1
2023-04-01T12:05:00Z
192.168.1.101
10.0.0.2
curl/7.64.0
API Call
S3 Bucket Create
1,024
Anomaly
2
2023-04-01T12:10:00Z
192.168.1.102
10.0.0.3
python-requests/2.25.1
Data Export
EC2 Stop Instance
2,048
Normal
3
2023-04-01T12:15:00Z
192.168.1.103
10.0.0.4
curl/7.64.0
Data Import
S3 Bucket Import
256
Normal
4
2023-04-01T12:20:00Z
192.168.1.104
10.0.0.5
curl/7.64.0
Data Export
S3 Bucket Export
1,024
Anomaly
5
2023-04-01T12:25:00Z
192.168.1.105
10.0.0.6
curl/7.64.0
Data Export
EC2 Instance Describe
64
Normal
6
2023-04-02T08:00:00Z
192.168.2.105
10.0.0.6
curl/7.64.0
Data Export
S3 Bucket Delete
1,024
Anomaly
7
2023-04-02T08:00:00Z
192.168.1.105
10.0.0.6
curl/7.64.0
API Call
Lambda Function Invoke
300
Normal
8
2023-04-02T14:00:00Z
192.168.1.105
10.0.0.6
curl/7.64.0
API Call
EC2 Resize Volume
1,024
Anomaly
9
2023-04-01T12:25:00Z
192.168.1.105
10.0.0.6
curl/7.64.0
API Call
Lambda Function Invocation
1,024
Normal
10
2023-04-02T13:30:00Z
192.168.1.105
10.0.0.6
curl/7.64.0
Data Export
Lambda Function Invoke
2,048
Anomaly
11
2023-04-02T09:00:00Z
10.0.0.10
10.0.0.6
Mozilla/5.0
Data Import
EC2 Import Image
1,024
Normal
12
2023-04-02T10:00:00Z
192.168.1.200
10.0.0.6
Java/1.8.0_242
Data Export
EC2 Stop Instance
1,048,576
Anomaly
13
2023-04-02T14:30:00Z
172.16.0.2
10.0.0.7
Postman/7.30.0
API Call
Lambda Function Invoke
1,024
Normal
14
2023-04-01T12:25:00Z
192.168.1.105
10.0.0.6
Postman/7.32.2
API Call
Lambda Function Create
1,048
Anomaly
15
2023-04-01T12:30:00Z
192.168.1.106
10.0.0.7
curl/7.64.0
Data Import
S3 Bucket List
512
Normal
16
2023-04-02T08:01:00Z
192.168.2.106
10.0.0.7
python-requests/2.25.1
Data Import
EC2 Stop Instance
2,048
Anomaly
17
2023-04-02T08:05:00Z
192.168.1.106
10.0.0.7
python-requests/2.25.1
Data Export
EC2 Instance Stop
256
Normal
18
2023-04-02T14:05:00Z
192.168.1.106
10.0.0.7
curl/7.64.0
Data Export
EC2 Stop Instance
2,048
Anomaly
19
2023-04-01T12:30:00Z
192.168.1.106
10.0.0.7
Mozilla/5.0
Data Export
EC2 Instance Storage Access
4,096
Normal
20
2023-04-02T13:35:00Z
192.168.1.106
10.0.0.7
python-requests/2.25.1
API Call
EC2 Instance Terminate
1,024
Anomaly
21
2023-04-02T09:02:00Z
10.0.0.11
10.0.0.7
curl/7.64.0
API Call
Lambda Function
4,096
Normal
22
2023-04-02T10:05:00Z
192.168.1.201
10.0.0.7
curl/7.64.0
Data Export
S3 Bucket Delete
262,144
Anomaly
23
2023-04-02T15:00:00Z
192.168.1.105
10.0.0.6
chrome/87.0.4280.88
API Call
EC2 Instance Terminate
2,048
Normal
24
2023-04-01T12:30:00Z
192.168.1.106
10.0.0.7
MicrosoftEdge/88.0.802.48
API Call
RDS Instance Terminate
1,024
Anomaly
25
2023-04-01T12:35:00Z
192.168.1.107
10.0.0.8
python-requests/2.25.1
Data Export
S3 Object Get
1,024
Normal
26
2023-04-02T08:02:00Z
192.168.2.107
10.0.0.8
curl/7.64.0
Data Import
S3 Bucket Delete
1,024
Anomaly
27
2023-04-02T08:10:00Z
192.168.1.107
10.0.0.8
curl/7.64.0
API Call
S3 Put Object
128
Normal
28
2023-04-02T14:10:00Z
192.168.1.107
10.0.0.8
curl/7.64.0
API Call
Lambda Function Invocation
2,048
Anomaly
29
2023-04-01T12:35:00Z
192.168.1.107
10.0.0.8
python-requests/2.25.1
Data Import
RDS Database Read
512
Normal
30
2023-04-02T13:40:00Z
192.168.1.107
10.0.0.8
Microsoft Edge
Data Import
Lambda Function Invoke
1,500
Anomaly
31
2023-04-02T09:04:00Z
10.0.0.12
10.0.0.8
python-requests/2.25.1
Data Export
Lambda Function
1,024
Normal
32
2023-04-02T10:10:00Z
192.168.1.202
10.0.0.8
nodejs/v14.15.1
API Call
Lambda Function Trigger
524,288
Anomaly
33
2023-04-02T16:45:00Z
10.0.0.2
172.16.0.3
Mozilla/5.0
API Call
Lambda Function Invoke
1,024
Normal
34
2023-04-01T12:35:00Z
192.168.1.107
10.0.0.8
curl/7.64.0
Data Import
Lambda Function Run
1,024
Anomaly
35
2023-04-01T12:40:00Z
192.168.1.108
10.0.0.9
curl/7.64.0
API Call
Lambda Function Invoke
256
Normal
36
2023-04-02T08:03:00Z
192.168.2.108
10.0.0.9
curl/7.64.0
API Call
EC2 Start Instance
2,048
Anomaly
37
2023-04-02T08:15:00Z
192.168.1.108
10.0.0.9
python-requests/2.25.1
Data Import
Lambda Function Invoke
400
Normal
38
2023-04-02T14:15:00Z
192.168.1.108
10.0.0.9
curl/7.64.0
Data Import
EC2 Start Instance
512
Anomaly
39
2023-04-01T12:40:00Z
192.168.1.108
10.0.0.9
curl/7.64.0
API Call
Lambda Function Execution
2,048
Normal
40
2023-04-02T13:45:00Z
192.168.1.108
10.0.0.9
curl/7.64.0
API Call
Lambda Function Invoke
2,048
Anomaly
41
2023-04-02T09:06:00Z
10.0.0.13
10.0.0.9
Mozilla/5.0
API Call
EC2 Stop Instance
512
Normal
42
2023-04-02T10:15:00Z
192.168.1.203
10.0.0.9
curl/7.64.0
Data Import
EC2 Start Instance
2,097,152
Anomaly
43
2023-04-02T17:15:00Z
172.16.0.4
10.0.0.8
firefox/88.0.1
API Call
RDS Create DB Instance
512
Normal
44
2023-04-01T12:40:00Z
192.168.1.108
10.0.0.9
google-chrome/89.0.4389.82
API Call
EC2 Instance Resize
2,048
Anomaly
45
2023-04-01T12:45:00Z
192.168.1.109
10.0.0.10
python-requests/2.25.1
API Call
Lambda Function Get
512
Normal
46
2023-04-02T08:04:00Z
192.168.2.109
10.0.0.10
python-requests/2.25.1
Data Export
S3 Bucket Import
2,048
Anomaly
47
2023-04-02T08:20:00Z
192.168.1.109
10.0.0.10
curl/7.64.0
API Call
RDS Create DB Instance
512
Normal
48
2023-04-02T14:20:00Z
192.168.1.109
10.0.0.10
python-requests/2.25.1
API Call
S3 Lifecycle Rule Create
1,024
Anomaly
49
2023-04-01T12:45:00Z
192.168.1.109
10.0.0.10
Mozilla/5.0
API Call
S3 Bucket PUT Object
1,024
Normal
50
2023-04-02T13:50:00Z
192.168.1.109
10.0.0.10
python-requests/2.25.1
Data Export
EC2 Start Instance
1,024
Anomaly
51
2023-04-02T09:08:00Z
10.0.0.14
10.0.0.10
curl/7.64.0
API Call
S3 Create Bucket
1,024
Normal
52
2023-04-02T10:20:00Z
192.168.1.204
10.0.0.10
Python/3.9.1
API Call
CloudFront Distribution Update
1,048,576
Anomaly
53
2023-04-02T18:00:00Z
192.168.1.106
10.0.0.9
chrome/87.0.4280.88
API Call
S3 PUT Object
4,096
Normal
54
2023-04-01T12:45:00Z
192.168.1.109
10.0.0.10
Mozilla/5.0
Data Import
Lambda Function Execute
1,024
Anomaly
55
2023-04-01T12:50:00Z
192.168.1.110
10.0.0.11
curl/7.64.0
Data Import
S3 Object Put
2,048
Normal
56
2023-04-02T08:05:00Z
192.168.2.110
10.0.0.11
curl/7.64.0
Data Export
EC2 Stop Instance
512
Anomaly
57
2023-04-02T08:25:00Z
192.168.1.110
10.0.0.11
python-requests/2.25.1
Data Export
Lambda Function Invoke
320
Normal
58
2023-04-02T14:25:00Z
192.168.1.110
10.0.0.11
curl/7.64.0
Data Export
Lambda Function Invocation
2,048
Anomaly
59
2023-04-01T12:50:00Z
192.168.1.110
10.0.0.11
curl/7.64.0
Data Export
EC2 Instance Snapshot
8,192
Normal
60
2023-04-02T13:55:00Z
192.168.1.110
10.0.0.11
curl/7.64.0
API Call
Lambda Function Invoke
2,048
Anomaly
61
2023-04-02T09:10:00Z
10.0.0.15
10.0.0.11
python-requests/2.25.1
Data Export
EC2 Start Instance
2,048
Normal
62
2023-04-02T10:25:00Z
192.168.1.205
10.0.0.11
Microsoft Edge/88.0.802.0
Data Import
S3 Bucket Import
4,194,304
Anomaly
63
2023-04-02T18:30:00Z
172.16.0.5
10.0.0.10
Opera/53.0.2999.83
API Call
Lambda Function Invoke
1,024
Normal
64
2023-04-01T12:50:00Z
192.168.1.110
10.0.0.11
Safari/14.0.3
API Call
EC2 Instance RevokeSecurityGroups
1,024
Anomaly
65
2023-04-01T12:55:00Z
192.168.1.111
10.0.0.12
python-requests/2.25.1
API Call
IAM User Update
1,024
Normal
66
2023-04-02T08:06:00Z
192.168.2.111
10.0.0.12
python-requests/2.25.1
API Call
S3 Bucket Create
1,024
Anomaly
67
2023-04-02T08:30:00Z
192.168.1.111
10.0.0.12
curl/7.64.0
API Call
Lambda Function Invoke
256
Normal
68
2023-04-02T14:30:00Z
192.168.1.111
10.0.0.12
curl/7.64.0
API Call
EC2 Create Security Group
1,024
Anomaly
69
2023-04-01T12:55:00Z
192.168.1.111
10.0.0.12
python-requests/2.25.1
API Call
Lambda Function Schedule
512
Normal
70
2023-04-02T14:00:00Z
192.168.1.111
10.0.0.12
Microsoft Edge
API Call
EC2 Instance Terminate
512
Anomaly
71
2023-04-02T09:12:00Z
10.0.0.16
10.0.0.12
Mozilla/5.0
Data Import
Lambda Function
2,048
Normal
72
2023-04-02T10:30:00Z
192.168.1.206
10.0.0.12
curl/7.64.0
API Call
CloudFront Distribution List Update
134,217,728
Anomaly
73
2023-04-02T19:00:00Z
10.0.0.3
172.16.0.6
Mozilla/5.0
API Call
RDS Modify DB Instance
1,024
Normal
74
2023-04-01T12:55:00Z
192.168.1.111
10.0.0.12
Mozilla/5.0
Lambda Function Delete
Lambda FunctionsDelete
1,024
Anomaly
75
2023-04-01T13:00:00Z
192.168.1.112
10.0.0.13
curl/7.64.0
Data Export
S3 Bucket Create
64
Normal
76
2023-04-02T08:07:00Z
192.168.2.112
10.0.0.13
curl/7.64.0
Data Import
EC2 Start Instance
1,024
Anomaly
77
2023-04-02T08:35:00Z
192.168.1.112
10.0.0.13
python-requests/2.25.1
Data Import
RDS Modify DB Instance
512
Normal
78
2023-04-02T14:35:00Z
192.168.1.112
10.0.0.13
curl/7.64.0
Data Import
EC2 Terminate Instance
2,048
Anomaly
79
2023-04-01T13:00:00Z
192.168.1.112
10.0.0.13
Mozilla/5.0
Data Import
RDS Database Write
256
Normal
80
2023-04-02T14:05:00Z
192.168.1.112
10.0.0.13
curl/7.64.0
Data Import
Lambda Function Invoke
1,500
Anomaly
81
2023-04-02T09:14:00Z
10.0.0.17
10.0.0.13
curl/7.64.0
Data Export
S3 Delete Bucket
1,024
Normal
82
2023-04-02T10:35:00Z
192.168.1.207
10.0.0.13
Safari/13.0.5
Data Export
S3 Bucket Export
9,765,625
Anomaly
83
2023-04-02T19:30:00Z
192.168.1.107
10.0.0.11
safari/14.1
API Call
EC2 Run Instance
2,048
Normal
84
2023-04-01T13:00:00Z
192.168.1.112
10.0.0.13
Opera/53.0
API Call
ECS Cluster Register
1,024
Anomaly
85
2023-04-01T13:05:00Z
192.168.1.113
10.0.0.14
python-requests/2.25.1
API Call
AWS Certificate Manager (ACM) Create
1,024
Normal
86
2023-04-02T08:08:00Z
192.168.2.113
10.0.0.14
python-requests/2.25.1
Data Export
S3 Bucket Delete
2,048
Anomaly
87
2023-04-02T08:40:00Z
192.168.1.113
10.0.0.14
curl/7.64.0
API Call
Lambda Function Invoke
300
Normal
88
2023-04-02T14:40:00Z
192.168.1.113
10.0.0.14
curl/7.64.0
API Call
EC2 Create Volume
1,024
Anomaly
89
2023-04-01T13:05:00Z
192.168.1.113
10.0.0.14
curl/7.64.0
API Call
S3 Bucket GET Object
1,024
Normal
90
2023-04-02T14:10:00Z
192.168.1.113
10.0.0.14
python-requests/2.25.1
Data Export
Lambda Function Invoke
1,024
Anomaly
91
2023-04-02T09:16:00Z
10.0.0.18
10.0.0.14
python-requests/2.25.1
API Call
S3 BatchGetObject
1,024
Normal
92
2023-04-02T10:40:00Z
192.168.1.208
10.0.0.14
Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/88.0.4324.150 Safari/537.36
API Call
Lambda Function Trigger
16,777,216
Anomaly
93
2023-04-02T20:00:00Z
172.16.0.7
10.0.0.12
Chrome/87.0.4280.88
API Call
S3 Get Object
1,024
Normal
94
2023-04-01T13:05:00Z
192.168.1.113
10.0.0.14
Mozilla/5.0
API Call
RDS Parameter Group Modify
1,024
Anomaly
95
2023-04-01T13:10:00Z
192.168.1.114
10.0.0.15
curl/7.64.0
Data Import
S3 Object Delete
2,048
Normal
98
2023-04-02T14:45:00Z
192.168.1.114
10.0.0.15
curl/7.64.0
Data Export
Lambda Function Invocation
2,048
Anomaly
99
2023-04-01T13:10:00Z
192.168.1.114
10.0.0.15
python-requests/2.25.1
API Call
EC2 Instance Stop
4,096
Normal