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
|
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