Datasets:
Tasks:
Tabular Classification
Formats:
parquet
Languages:
English
Size:
1M - 10M
Tags:
network-intrusion-detection
cybersecurity
UNSW-NB15
IDS
binary-classification
multi-class-classification
License:
Upload dataset
Browse files- README.md +116 -1
- random/test-00000-of-00001.parquet +3 -0
- random/train-00000-of-00002.parquet +3 -0
- random/train-00001-of-00002.parquet +3 -0
README.md
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---
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dataset_info:
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-
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features:
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- name: ackdat
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dtype: float64
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@@ -100,6 +209,12 @@ dataset_info:
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download_size: 19054087
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dataset_size: 90523202
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configs:
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- config_name: standard
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data_files:
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- split: train
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---
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dataset_info:
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+
- config_name: random
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features:
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- name: Dintpkt
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dtype: float64
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+
- name: Djit
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dtype: float64
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+
- name: Dload
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+
dtype: float64
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+
- name: Dpkts
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+
dtype: int64
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+
- name: Ltime
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+
dtype: int64
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+
- name: Sintpkt
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+
dtype: float64
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+
- name: Sjit
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+
dtype: float64
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+
- name: Sload
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+
dtype: float64
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+
- name: Spkts
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+
dtype: int64
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+
- name: Stime
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+
dtype: int64
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+
- name: ackdat
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+
dtype: float64
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+
- name: attack_cat
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dtype: string
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+
- name: ct_dst_ltm
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+
dtype: int64
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+
- name: ct_dst_sport_ltm
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dtype: int64
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+
- name: ct_dst_src_ltm
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dtype: int64
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+
- name: ct_flw_http_mthd
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dtype: float64
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+
- name: ct_ftp_cmd
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dtype: string
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+
- name: ct_src_dport_ltm
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dtype: int64
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- name: ct_src_ltm
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+
dtype: int64
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+
- name: ct_srv_dst
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dtype: int64
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- name: ct_srv_src
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dtype: int64
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- name: ct_state_ttl
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+
dtype: int64
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+
- name: dbytes
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dtype: int64
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+
- name: dloss
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+
dtype: int64
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+
- name: dmeansz
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+
dtype: int64
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+
- name: dsport
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dtype: string
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- name: dstip
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dtype: string
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- name: dtcpb
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dtype: int64
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+
- name: dttl
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+
dtype: int64
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+
- name: dur
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+
dtype: float64
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+
- name: dwin
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+
dtype: int64
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+
- name: is_ftp_login
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dtype: float64
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+
- name: is_sm_ips_ports
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dtype: int64
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- name: label
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dtype: int64
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- name: proto
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dtype: string
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- name: res_bdy_len
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dtype: int64
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- name: sbytes
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dtype: int64
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+
- name: service
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dtype: string
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+
- name: sloss
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+
dtype: int64
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+
- name: smeansz
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+
dtype: int64
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+
- name: sport
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dtype: string
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- name: srcip
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dtype: string
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- name: state
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dtype: string
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- name: stcpb
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dtype: int64
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- name: sttl
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dtype: int64
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- name: swin
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dtype: int64
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- name: synack
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dtype: float64
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- name: tcprtt
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dtype: float64
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- name: trans_depth
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dtype: int64
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splits:
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- name: train
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num_bytes: 574665440
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num_examples: 1425833
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- name: test
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num_bytes: 63851388
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+
num_examples: 158426
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+
download_size: 155780502
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+
dataset_size: 638516828
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+
- config_name: standard
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features:
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- name: ackdat
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dtype: float64
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download_size: 19054087
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dataset_size: 90523202
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configs:
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+
- config_name: random
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data_files:
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- split: train
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path: random/train-*
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+
- split: test
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path: random/test-*
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- config_name: standard
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data_files:
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- split: train
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random/test-00000-of-00001.parquet
ADDED
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:f130818be75058fe2dac037b6b87dfcc44737f0beb0ed53e1f84a18a378f55be
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| 3 |
+
size 16198923
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random/train-00000-of-00002.parquet
ADDED
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+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d8affdefd18d7b466d50ce69e2e41014b629859fd4b43669a803eb5260d8d9b4
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| 3 |
+
size 69726027
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random/train-00001-of-00002.parquet
ADDED
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| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b181efa25a396e0445f3f8c1ee7220f89004efd4744f7718c9f0c0a7c59c390e
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| 3 |
+
size 69855552
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