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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    TypeError
Message:      Couldn't cast array of type string to null
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1835, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 621, in wrapped
                  for item in generator(*args, **kwargs):
                              ~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 361, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2381, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2315, in cast_table_to_schema
                  cast_array_to_feature(
                  ~~~~~~~~~~~~~~~~~~~~~^
                      table[name] if name in table_column_names else pa.array([None] * len(table), type=schema.field(name).type),
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                      feature,
                      ^^^^^^^^
                  )
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1861, in wrapper
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                                           ~~~~^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2155, in cast_array_to_feature
                  return array_cast(
                      array,
                  ...<2 lines>...
                      allow_decimal_to_str=allow_decimal_to_str,
                  )
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 1863, in wrapper
                  return func(array, *args, **kwargs)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2014, in array_cast
                  raise TypeError(f"Couldn't cast array of type {_short_str(array.type)} to {_short_str(pa_type)}")
              TypeError: Couldn't cast array of type string to null
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1379, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 956, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1702, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1887, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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session
string
sensor
string
protocol
string
start
string
end
string
duration_s
float64
src_ip
string
src_port
int64
asn
int64
as_name
string
as_country
string
known_scanner
null
client_version
string
hassh
string
ssh_key_fingerprints
list
logins
list
commands
list
downloads
list
failed_downloads
list
uploads
list
tunnels
list
ja4
list
classification
dict
b76cb93570a2
honeyfleet
ssh
2026-08-10T00:32:30.338145Z
2026-08-10T00:32:34.275418Z
3.936
77.239.124.236
46,890
198,364
BANATSYNC-SRL BANATSYNC SRL
RO
null
SSH-2.0-Go
0a07365cc01fa9fc82608ba4019af499
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
a38ce64d287a
honeyfleet
ssh
2026-08-10T00:32:45.429945Z
2026-08-10T00:32:46.416124Z
0.985
77.239.124.236
35,520
198,364
BANATSYNC-SRL BANATSYNC SRL
RO
null
SSH-2.0-Go
0a07365cc01fa9fc82608ba4019af499
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
539376a6872e
honeyfleet
ssh
2026-08-10T00:33:14.912144Z
2026-08-10T00:33:19.324520Z
4.412
77.239.124.236
48,330
198,364
BANATSYNC-SRL BANATSYNC SRL
RO
null
SSH-2.0-Go
0a07365cc01fa9fc82608ba4019af499
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
4cf0985d25b4
honeyfleet
ssh
2026-08-10T00:33:29.493655Z
2026-08-10T00:33:33.813925Z
4.32
77.239.124.236
55,950
198,364
BANATSYNC-SRL BANATSYNC SRL
RO
null
SSH-2.0-Go
0a07365cc01fa9fc82608ba4019af499
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
32343ece8376
honeyfleet
ssh
2026-08-10T00:33:57.526900Z
2026-08-10T00:34:00.561432Z
3.034
77.239.124.236
57,512
198,364
BANATSYNC-SRL BANATSYNC SRL
RO
null
SSH-2.0-Go
0a07365cc01fa9fc82608ba4019af499
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
3cd2d309f674
honeyfleet
ssh
2026-08-10T00:34:12.613553Z
2026-08-10T00:34:15.485667Z
2.871
77.239.124.236
59,260
198,364
BANATSYNC-SRL BANATSYNC SRL
RO
null
SSH-2.0-Go
0a07365cc01fa9fc82608ba4019af499
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
b3841f0b3855
honeyfleet
ssh
2026-08-10T00:34:20.716554Z
2026-08-10T00:34:24.854533Z
4.138
77.239.124.236
55,122
198,364
BANATSYNC-SRL BANATSYNC SRL
RO
null
SSH-2.0-Go
0a07365cc01fa9fc82608ba4019af499
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
2bded14df827
honeyfleet
ssh
2026-08-10T00:34:24.828564Z
2026-08-10T00:34:24.829776Z
0
45.239.128.89
46,304
266,863
AS266863 - Link Net Argentina S.R.L.
AR
null
null
null
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
f07f4554b1cb
honeyfleet
ssh
2026-08-10T00:34:35.746308Z
2026-08-10T00:34:39.812677Z
4.066
77.239.124.236
60,042
198,364
BANATSYNC-SRL BANATSYNC SRL
RO
null
SSH-2.0-Go
0a07365cc01fa9fc82608ba4019af499
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
04ea431d3831
honeyfleet
ssh
2026-08-10T00:34:52.054018Z
2026-08-10T00:34:56.306859Z
4.252
77.239.124.236
54,778
198,364
BANATSYNC-SRL BANATSYNC SRL
RO
null
SSH-2.0-Go
0a07365cc01fa9fc82608ba4019af499
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
1d8d9522dca4
honeyfleet
ssh
2026-08-10T00:34:59.049234Z
2026-08-10T00:35:01.655116Z
2.605
77.239.124.236
50,454
198,364
BANATSYNC-SRL BANATSYNC SRL
RO
null
SSH-2.0-Go
0a07365cc01fa9fc82608ba4019af499
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
16e284306eef
honeyfleet
ssh
2026-08-10T00:35:19.676358Z
2026-08-10T00:35:23.468141Z
3.791
77.239.124.236
48,032
198,364
BANATSYNC-SRL BANATSYNC SRL
RO
null
SSH-2.0-Go
0a07365cc01fa9fc82608ba4019af499
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
596a51346bed
honeyfleet
ssh
2026-08-10T00:35:46.358231Z
2026-08-10T00:35:48.494581Z
2.136
77.239.124.236
42,776
198,364
BANATSYNC-SRL BANATSYNC SRL
RO
null
SSH-2.0-Go
0a07365cc01fa9fc82608ba4019af499
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
4f7b707269ae
honeyfleet
ssh
2026-08-10T00:35:52.738723Z
2026-08-10T00:35:56.774108Z
4.035
77.239.124.236
49,894
198,364
BANATSYNC-SRL BANATSYNC SRL
RO
null
SSH-2.0-Go
0a07365cc01fa9fc82608ba4019af499
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
a4f4aca72d0f
honeyfleet
ssh
2026-08-10T00:36:32.078965Z
2026-08-10T00:36:35.594236Z
3.515
77.239.124.236
48,288
198,364
BANATSYNC-SRL BANATSYNC SRL
RO
null
SSH-2.0-Go
0a07365cc01fa9fc82608ba4019af499
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
bfb6eca7f7dd
honeyfleet
ssh
2026-08-10T01:07:51.017628Z
2026-08-10T01:08:09.687703Z
18.669
45.148.10.157
12,468
48,090
DMZHOST TECHOFF SRV LIMITED
GB
null
SSH-2.0-PUTTY
5bd26477da5440a6187bd3f1b39a429c
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
ada225b744ab
honeyfleet
ssh
2026-08-10T01:12:30.213126Z
2026-08-10T01:12:30.214354Z
0.001
181.126.70.51
59,018
23,201
AS23201 - Telecel S.A.
PY
null
null
null
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
4c1080b2f7bf
honeyfleet
ssh
2026-08-10T01:18:10.098121Z
2026-08-10T01:18:17.377090Z
7.278
193.32.162.15
53,626
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
db7f89dcaa7b
honeyfleet
ssh
2026-08-10T01:19:37.184205Z
2026-08-10T01:19:44.234129Z
7.049
193.32.162.15
55,604
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
fcf5ec116ca7
honeyfleet
ssh
2026-08-10T01:21:01.115390Z
2026-08-10T01:21:08.461356Z
7.345
193.32.162.15
57,534
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
1533cc18e597
honeyfleet
ssh
2026-08-10T01:22:30.831594Z
2026-08-10T01:22:39.177207Z
8.345
193.32.162.15
59,462
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
d2360d747126
honeyfleet
ssh
2026-08-10T01:23:58.442748Z
2026-08-10T01:24:06.321984Z
7.879
193.32.162.15
33,160
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
0f714152d1f9
honeyfleet
ssh
2026-08-10T01:25:23.893638Z
2026-08-10T01:25:33.538684Z
9.644
193.32.162.15
35,072
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
d18e06188997
honeyfleet
ssh
2026-08-10T01:26:52.278054Z
2026-08-10T01:27:00.398094Z
8.119
193.32.162.15
36,986
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
3851ca0f340e
honeyfleet
ssh
2026-08-10T01:28:14.490673Z
2026-08-10T01:28:24.782219Z
10.291
193.32.162.15
38,886
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
132439b3524b
honeyfleet
ssh
2026-08-10T01:29:36.804564Z
2026-08-10T01:29:43.708219Z
6.903
193.32.162.15
40,810
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
c03d230b1352
honeyfleet
ssh
2026-08-10T01:30:06.642658Z
2026-08-10T01:30:10.315444Z
3.672
176.53.159.196
1,736
154,383
ZWS-AS-AP - ZORNTECH WEB SOLUTIONS
BD
null
SSH-2.0-Go
eff4c24daffc8532c160e86e5f006e53
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
b5ea7ade53a4
honeyfleet
ssh
2026-08-10T01:31:55.074017Z
2026-08-10T01:32:00.004343Z
4.93
193.32.162.15
44,602
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
86cf4b446902
honeyfleet
ssh
2026-08-10T01:33:03.295048Z
2026-08-10T01:33:09.496492Z
6.201
193.32.162.15
46,520
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
56291a52702d
honeyfleet
ssh
2026-08-10T01:34:48.373940Z
2026-08-10T01:34:48.375289Z
0.001
201.254.86.196
53,060
22,927
AS22927 - Telefonica de Argentina
AR
null
null
null
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
0578413ccdf7
honeyfleet
ssh
2026-08-10T01:35:27.562720Z
2026-08-10T01:35:32.076160Z
4.513
193.32.162.15
50,310
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
64c5d5bf738e
honeyfleet
ssh
2026-08-10T01:37:48.336454Z
2026-08-10T01:37:52.377377Z
4.04
193.32.162.15
54,046
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
630933a46a42
honeyfleet
ssh
2026-08-10T01:38:54.854099Z
2026-08-10T01:39:00.314442Z
5.46
193.32.162.15
55,940
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
7ba807f70008
honeyfleet
ssh
2026-08-10T01:40:00.618413Z
2026-08-10T01:40:06.294639Z
5.676
193.32.162.15
57,848
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
8da772dfb05f
honeyfleet
ssh
2026-08-10T01:41:11.615927Z
2026-08-10T01:41:17.259017Z
5.642
193.32.162.15
59,730
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
a714a584a8d6
honeyfleet
ssh
2026-08-10T01:42:20.784343Z
2026-08-10T01:42:27.436553Z
6.651
193.32.162.15
33,358
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
fdeae9593110
honeyfleet
ssh
2026-08-10T01:43:27.683963Z
2026-08-10T01:43:32.020365Z
4.336
193.32.162.15
35,226
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
f530491929c5
honeyfleet
ssh
2026-08-10T01:44:40.002991Z
2026-08-10T01:44:48.655116Z
8.651
193.32.162.15
37,076
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
a9198c371ab9
honeyfleet
ssh
2026-08-10T01:47:23.466579Z
2026-08-10T01:47:29.512963Z
6.046
193.32.162.15
40,816
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
c39acf2ad3ab
honeyfleet
ssh
2026-08-10T01:48:31.069299Z
2026-08-10T01:48:31.070518Z
0.001
143.44.193.78
43,323
17,639
CONVERGE-AS - Converge ICT Solutions Inc.
PH
null
null
null
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
618e60a4f26d
honeyfleet
ssh
2026-08-10T01:48:52.959707Z
2026-08-10T01:49:00.002503Z
7.042
193.32.162.15
42,682
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
1d780afe0f29
honeyfleet
ssh
2026-08-10T01:50:17.375307Z
2026-08-10T01:50:22.564892Z
5.189
193.32.162.15
44,534
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
86cc996e6858
honeyfleet
ssh
2026-08-10T01:51:43.173134Z
2026-08-10T01:51:47.753852Z
4.58
193.32.162.15
46,398
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
d11073c447de
honeyfleet
ssh
2026-08-10T01:52:27.898041Z
2026-08-10T01:52:31.561100Z
3.662
176.53.159.196
58,198
154,383
ZWS-AS-AP - ZORNTECH WEB SOLUTIONS
BD
null
SSH-2.0-Go
eff4c24daffc8532c160e86e5f006e53
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
852c5dbccb7b
honeyfleet
ssh
2026-08-10T01:55:48.164202Z
2026-08-10T01:55:54.324332Z
6.159
193.32.162.15
51,980
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
e53a080b5538
honeyfleet
ssh
2026-08-10T01:58:27.198229Z
2026-08-10T01:58:35.195316Z
7.996
193.32.162.15
55,686
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
604d326bdb05
honeyfleet
ssh
2026-08-10T01:59:44.528249Z
2026-08-10T01:59:51.308470Z
6.779
193.32.162.15
57,506
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
5894960c3ef5
honeyfleet
ssh
2026-08-10T02:00:18.173066Z
2026-08-10T02:02:18.209092Z
120.035
218.17.176.80
46,138
4,134
CHINANET-BACKBONE - No.31,Jin-rong Street
CN
null
null
null
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
a6c2ca70921d
honeyfleet
ssh
2026-08-10T02:01:06.736327Z
2026-08-10T02:01:14.562595Z
7.826
193.32.162.15
59,346
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
9b655e6df30c
honeyfleet
ssh
2026-08-10T02:02:26.133087Z
2026-08-10T02:02:26.134367Z
0.001
181.78.13.110
37,214
52,468
AS52468 - UFINET PANAMA S.A.
PA
null
null
null
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
8c369ee1af44
honeyfleet
ssh
2026-08-10T02:02:38.424245Z
2026-08-10T02:02:45.076495Z
6.652
193.32.162.15
32,980
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
73cf3978d35c
honeyfleet
ssh
2026-08-10T02:04:02.774209Z
2026-08-10T02:04:08.664907Z
5.889
193.32.162.15
34,846
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
7f84fe161042
honeyfleet
ssh
2026-08-10T02:04:02.996372Z
2026-08-10T02:06:02.999313Z
120.002
118.252.27.84
56,974
4,134
CHINANET-BACKBONE - No.31,Jin-rong Street
CN
null
null
null
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
85c0421ef382
honeyfleet
ssh
2026-08-10T02:06:53.816984Z
2026-08-10T02:07:00.840177Z
7.022
193.32.162.15
38,552
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
5b64c137a99e
honeyfleet
ssh
2026-08-10T02:08:17.379223Z
2026-08-10T02:08:24.720660Z
7.341
193.32.162.15
40,430
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
121d9569de01
honeyfleet
ssh
2026-08-10T02:11:04.628294Z
2026-08-10T02:11:11.129008Z
6.5
193.32.162.15
44,140
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
9ed711d0c896
honeyfleet
ssh
2026-08-10T02:13:43.431597Z
2026-08-10T02:13:51.220257Z
7.788
193.32.162.15
47,872
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
04844ee33b73
honeyfleet
ssh
2026-08-10T02:15:06.338482Z
2026-08-10T02:15:13.175892Z
6.837
193.32.162.15
49,720
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
464d6d5d87fc
honeyfleet
ssh
2026-08-10T02:16:25.797682Z
2026-08-10T02:16:30.768765Z
4.97
193.32.162.15
51,590
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
9d3acffeba5c
honeyfleet
ssh
2026-08-10T02:17:57.956922Z
2026-08-10T02:18:04.304399Z
6.347
193.32.162.15
53,452
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
85127da9f746
honeyfleet
ssh
2026-08-10T02:20:40.440792Z
2026-08-10T02:20:48.281873Z
7.84
193.32.162.15
57,172
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
f90a32843313
honeyfleet
ssh
2026-08-10T02:24:39.117404Z
2026-08-10T02:24:47.201506Z
8.083
193.32.162.15
34,502
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
03d4c0759bd1
honeyfleet
ssh
2026-08-10T02:28:27.370933Z
2026-08-10T02:28:35.156251Z
7.785
193.32.162.15
40,024
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
a00cc764e3a1
honeyfleet
ssh
2026-08-10T02:28:38.724323Z
2026-08-10T02:28:38.726165Z
0.001
149.107.244.54
39,452
272,066
AS272066 - FIBRAZUL INTERNET S.R.L.
AR
null
null
null
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
06f17481a28f
honeyfleet
ssh
2026-08-10T02:32:24.775127Z
2026-08-10T02:32:29.134345Z
4.358
193.32.162.15
45,530
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
7069138381f6
honeyfleet
ssh
2026-08-10T02:34:54.210405Z
2026-08-10T02:35:00.077225Z
5.866
193.32.162.15
49,238
47,890
UNMANAGED-DEDICATED-SERVERS UNMANAGED LTD
GB
null
SSH-2.0-Go
2ec37a7cc8daf20b10e1ad6221061ca5
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
4086379cd4e7
honeyfleet
ssh
2026-08-10T02:46:21.456947Z
2026-08-10T02:46:21.463146Z
0.005
82.208.115.40
17,300
12,389
ROSTELECOM-AS PJSC Rostelecom
RU
null
null
null
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
51b90b407bc4
honeyfleet
ssh
2026-08-10T02:49:20.222798Z
2026-08-10T02:49:23.821185Z
3.598
34.14.6.87
44,196
396,982
GOOGLE-CLOUD-PLATFORM - Google LLC
US
null
SSH-2.0-Fingerprintx-SSH2
4e066189c3bbeec38c99b1855113733a
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
3e00dc6c324f
honeyfleet
ssh
2026-08-10T02:49:24.526388Z
2026-08-10T02:49:24.635928Z
0.109
34.34.184.195
2,864
396,982
GOOGLE-CLOUD-PLATFORM - Google LLC
US
null
null
null
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
4ca41401f206
honeyfleet
ssh
2026-08-10T02:49:43.803987Z
2026-08-10T02:49:43.959406Z
0.155
34.34.184.195
48,328
396,982
GOOGLE-CLOUD-PLATFORM - Google LLC
US
null
SSH-2.0-Nmap_SSH2_Enum_Algos
a20aced7c9824fd804f59e68dd801ad3
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
df0bab9c1680
honeyfleet
ssh
2026-08-10T03:29:11.781475Z
2026-08-10T03:29:12.253962Z
0.472
185.107.80.93
53,722
43,350
NFORCE NForce Entertainment B.V.
NL
null
SSH-2.0-BarkScan_1.0
80ed13ac81995cbc726bddf8d56cf461
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
0270d4bce94f
honeyfleet
ssh
2026-08-10T03:34:14.932016Z
2026-08-10T03:34:14.933356Z
0.001
102.206.123.228
39,651
37,190
Atlantique Telecom (Cote d'Ivoire) - Atlantique Telecom (Cote d'Ivoire)
CI
null
null
null
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
8ae4c995356a
honeyfleet
ssh
2026-08-10T03:36:26.766842Z
2026-08-10T03:36:30.433503Z
3.666
176.53.159.196
64,142
154,383
ZWS-AS-AP - ZORNTECH WEB SOLUTIONS
BD
null
SSH-2.0-Go
eff4c24daffc8532c160e86e5f006e53
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
c68df8c5a561
honeyfleet
ssh
2026-08-10T03:38:49.592435Z
2026-08-10T03:38:49.595989Z
0.003
191.114.71.161
35,800
7,418
AS7418 - TELEFONICA CHILE S.A.
CL
null
null
null
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
c5b324b0d146
honeyfleet
ssh
2026-08-10T03:39:16.740095Z
2026-08-10T03:39:16.741362Z
0.001
191.114.71.161
52,812
7,418
AS7418 - TELEFONICA CHILE S.A.
CL
null
null
null
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
500884bc70ed
honeyfleet
ssh
2026-08-10T03:53:30.686316Z
2026-08-10T03:53:34.352166Z
3.664
176.53.159.196
29,924
154,383
ZWS-AS-AP - ZORNTECH WEB SOLUTIONS
BD
null
SSH-2.0-Go
eff4c24daffc8532c160e86e5f006e53
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
70a7652dd382
honeyfleet
ssh
2026-08-10T03:58:59.411933Z
2026-08-10T03:58:59.413321Z
0.001
190.104.234.117
61,942
11,014
AS11014 - CPS
AR
null
null
null
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
b5382e3f9cf8
honeyfleet
ssh
2026-08-10T04:05:38.258107Z
2026-08-10T04:05:42.016321Z
3.757
195.178.110.137
59,146
48,090
DMZHOST TECHOFF SRV LIMITED
GB
null
SSH-2.0-Go
bf7dbf67fa9b26ee9f9deb99c49320ba
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
3b76701612b5
honeyfleet
ssh
2026-08-10T04:06:45.814881Z
2026-08-10T04:06:48.447476Z
2.632
31.76.9.4
49,138
215,439
PLAY2GO-NET PLAY2GO INTERNATIONAL LIMITED
GB
null
SSH-2.0-libssh2_1.11.1
19532158b559096b89b1a5f7d17175b2
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
d49a793a141e
honeyfleet
ssh
2026-08-10T04:11:06.702944Z
2026-08-10T04:11:11.419521Z
4.716
31.76.9.4
53,204
215,439
PLAY2GO-NET PLAY2GO INTERNATIONAL LIMITED
GB
null
SSH-2.0-libssh2_1.11.1
19532158b559096b89b1a5f7d17175b2
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
ee86d8617788
honeyfleet
ssh
2026-08-10T04:18:55.490477Z
2026-08-10T04:18:55.491753Z
0.001
190.46.123.44
55,756
22,047
AS22047 - VTR BANDA ANCHA S.A.
CL
null
null
null
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
03e9f6dc7192
honeyfleet
ssh
2026-08-10T04:27:27.137256Z
2026-08-10T04:27:27.243784Z
0.106
45.198.224.26
38,038
215,925
VPSVAULTHOST VPSVAULT.HOST LTD
GB
null
null
null
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
dbead9bd2533
honeyfleet
ssh
2026-08-10T04:29:49.406667Z
2026-08-10T04:29:49.407991Z
0.001
5.138.105.64
60,428
12,389
ROSTELECOM-AS PJSC Rostelecom
RU
null
null
null
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
5498d58cfde6
honeyfleet
ssh
2026-08-10T04:35:10.130154Z
2026-08-10T04:35:10.371081Z
0.24
117.33.242.50
38,138
134,768
CHINANET-SHAANXI-CLOUD-BASE - CHINANET SHAANXI province Cloud Base network
CN
null
null
null
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
254a42f896b8
honeyfleet
ssh
2026-08-10T04:35:10.609642Z
2026-08-10T04:37:10.612315Z
120.002
117.33.242.50
38,642
134,768
CHINANET-SHAANXI-CLOUD-BASE - CHINANET SHAANXI province Cloud Base network
CN
null
null
null
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
2cdef57f5e5a
honeyfleet
ssh
2026-08-10T04:35:45.721882Z
2026-08-10T04:35:45.790906Z
0.068
13.221.244.98
40,824
14,618
AMAZON-AES - Amazon.com, Inc.
US
null
SSH-2.0-Go
9052c4ab4164c78256e71143dcfc7eac
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
87f01feffcd6
honeyfleet
ssh
2026-08-10T04:45:13.355450Z
2026-08-10T04:45:13.356742Z
0.001
194.242.98.128
55,348
62,206
PITLINE-AS Pitline Ltd
UA
null
null
null
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
0931d871a72c
honeyfleet
ssh
2026-08-10T04:46:34.074166Z
2026-08-10T04:46:34.076999Z
0.002
194.242.98.128
57,324
62,206
PITLINE-AS Pitline Ltd
UA
null
null
null
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
e4fe0d2e58b8
honeyfleet
ssh
2026-08-10T04:53:07.100754Z
2026-08-10T04:53:07.102659Z
0.001
64.62.156.142
33,436
6,939
HURRICANE - Hurricane Electric LLC
US
null
GET / HTTP/1.1
null
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
6031db0fecb3
honeyfleet
ssh
2026-08-10T04:58:29.054383Z
2026-08-10T04:58:29.055716Z
0.001
185.141.76.236
32,358
48,909
CityLine CityLine LLC
RU
null
null
null
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
f14379bc623a
honeyfleet
ssh
2026-08-10T05:40:00.691912Z
2026-08-10T05:40:00.693161Z
0
37.114.151.157
11,253
39,232
UNINET Uninet LLC
AZ
null
null
null
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
2026ed251232
honeyfleet
ssh
2026-08-10T06:12:00.885104Z
2026-08-10T06:12:00.914194Z
0.028
5.36.225.60
53,718
28,885
OMANTEL-NAP-AS Oman Telecommunications Company (S.A.O.G)
OM
null
null
null
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
2b0186d9e2b1
honeyfleet
ssh
2026-08-10T06:12:06.891043Z
2026-08-10T06:12:06.892251Z
0
5.36.225.60
60,488
28,885
OMANTEL-NAP-AS Oman Telecommunications Company (S.A.O.G)
OM
null
null
null
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
b64914535b26
honeyfleet
ssh
2026-08-10T06:15:19.822152Z
2026-08-10T06:15:24.826782Z
5.004
192.42.116.102
27,475
215,125
Cyberology-AS Church of Cyberology
NL
null
SSH-2.0-OpenSSH_10.4
d00d43d15d59705b090cf74488cc2218
[ "d4:98:c4:f3:12:ef:3e:29:38:34:62:21:fd:99:ec:ef" ]
[ { "t": "2026-08-10T06:15:20.801332Z", "username": "root", "password": null, "success": false } ]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
4de5a2490a45
honeyfleet
ssh
2026-08-10T06:48:42.677658Z
2026-08-10T06:48:46.457708Z
3.779
176.53.159.196
45,646
154,383
ZWS-AS-AP - ZORNTECH WEB SOLUTIONS
BD
null
SSH-2.0-Go
eff4c24daffc8532c160e86e5f006e53
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
ab367322ffbc
honeyfleet
ssh
2026-08-10T06:53:26.972512Z
2026-08-10T06:55:27.066877Z
120.094
60.217.22.185
50,178
4,837
CHINA169-Backbone - CHINA UNICOM China169 Backbone
CN
null
null
null
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
ae369983be79
honeyfleet
ssh
2026-08-10T06:55:28.121676Z
2026-08-10T06:57:28.125999Z
120.004
60.217.22.185
50,802
4,837
CHINA169-Backbone - CHINA UNICOM China169 Backbone
CN
null
null
null
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
2057cb7ffefc
honeyfleet
ssh
2026-08-10T06:57:22.295010Z
2026-08-10T06:58:11.242970Z
48.947
154.223.17.178
54,618
154,177
LIGHT4-AS-AP - LIGHT NODE LIMITED
HK
null
SSH-2.0-libssh2_1.10.1_DEV
19a8bc97d71fe02f6899cd96937a5202
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
2732da454e65
honeyfleet
ssh
2026-08-10T06:57:29.345333Z
2026-08-10T06:57:37.773526Z
8.428
60.217.22.185
51,924
4,837
CHINA169-Backbone - CHINA UNICOM China169 Backbone
CN
null
SSH-2.0-Go
98ddc5604ef6a1006a2b49a58759fbe6
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
7f609db23187
honeyfleet
ssh
2026-08-10T06:57:38.328704Z
2026-08-10T06:59:38.339449Z
120.01
60.217.22.185
53,990
4,837
CHINA169-Backbone - CHINA UNICOM China169 Backbone
CN
null
SSH-2.0-Go
null
[]
[]
[]
[]
[]
[]
[]
[]
{ "actor": "no-data", "actor_confidence": 0, "cadence": "no-data", "cadence_confidence": 0, "command_skeleton": "e3b0c44298fc1c14" }
End of preview.

Flypaper: open honeypot data

Everything that attacked three internet-facing honeypots on one residential IPv4 address in the United States: SSH and Telnet sessions with every login attempt and command, malware hashes, web exploit requests, and the attack campaigns they group into. It's rebuilt nightly from the raw logs and released under CC-BY-4.0.

Current contents (2026-08-10 to 2026-11-12, UTC):

SSH/Telnet sessions 324,805 (250,780 honeyfleet, 74,025 Cowrie)
login attempts 310,665
commands typed 467,411
files dropped (hashes) 14,120
web requests 70,703
IPs that hit the Cowrie and web sensors (since 2026-08-09) 4,113
campaigns 2,981
malware samples triaged 239

Sensors

sensor what it is data from
honeyfleet SSH honeypot: a fork of Cowrie with a lived-in fake filesystem, rewritten common commands, and a per-session classification of the client (bot or human, typing cadence, command skeleton) 2026-08-10
cowrie stock Cowrie on SSH and Telnet 2026-10-17
web low-interaction HTTP catch-all with a fake WordPress login form 2026-10-19

Raw Cowrie logs before 2026-10-17 and web logs before 2026-10-19 were not kept. For those weeks attackers.csv.gz still has per-IP totals, usernames and passwords going back to 2026-08-09.

Every sensor accepts some logins on purpose, so success: true means the honeypot let the attacker in. It doesn't mean the password is real anywhere.

Files

sessions/YYYY-MM/sessions-YYYY-MM-DD.jsonl.gz   one JSON object per SSH/Telnet session, by UTC start day
web/YYYY-MM/web-YYYY-MM-DD.jsonl.gz             one JSON object per HTTP request
attackers.csv.gz                                per-IP history for the Cowrie and web sensors since 2026-08-09
campaigns/campaigns.csv                         campaigns found by grouping sessions on behaviour
campaigns/campaign_ips.csv.gz                   which IPs took part in which campaign
campaigns/campaign_daily.csv                    sessions and new IPs per campaign per day
malware/samples.csv                             static triage of captured files (hashes only)
malware/iocs.csv                                C2 addresses from those samples, confirmed by decompiling or from the dropper script
stats.json                                      the numbers above

Only finished UTC days are published. A day's file can still change on a later run if a late log rotation adds sessions to it.

Session fields

field
session, sensor, protocol session id (unique per sensor), cowrie/honeyfleet, ssh/telnet
start, end, duration_s ISO-8601 UTC; end is null if the close event was lost
src_ip, src_port the attacking address
asn, as_name, as_country from iptoasn.com at export time, not at the time of the attack
known_scanner label (e.g. Censys, Shodan) when reverse DNS identifies a research scanner
client_version, hassh, ssh_key_fingerprints, ja4 client fingerprints
logins[] t, username, password, success
commands[] t, input, ok (false if the honeypot didn't implement some part of the line, true if it ran all of it, null if it logged neither)
downloads[], uploads[] sha256 and the path or filename the attacker used
failed_downloads[] URLs the honeypot could not fetch
tunnels[] direct-tcpip forwarding requests: the host and port the attacker tried to reach through us
classification honeyfleet only: actor, actor_confidence, cadence, cadence_confidence, command_skeleton

Web records have ts, src_ip, the ASN fields, known_scanner, method, path, query, user_agent, and the username/password sent to the fake login form.

What was changed or left out

  • The sensors' own public IP is replaced with <sensor-ip> wherever an attacker typed it (it turns up as a password and in client version strings). Any private IPv4 address is replaced with <private-ip>, and domain names belonging to the operator with <own-domain>.
  • Sessions from private or local addresses (our own testing) are dropped.
  • Not published: malware binaries (the hashes are on MalwareBazaar), terminal recordings, what the honeypots printed back, payload bytes sent through tunnels, and IDS logs.

Using it

import pandas as pd
s = pd.read_json("sessions/2026-10/sessions-2026-10-31.jsonl.gz", lines=True)
s.explode("logins").dropna(subset=["logins"])["logins"].apply(pd.Series)["password"].value_counts().head(20)

Most source addresses are compromised machines or rented servers, not the people behind them. Don't treat an IP in this data as proof of who did something.

Detection rules written from this data are in honeypot-detections. Live views of the same sensors: watch, fleet.

License and citation

Data: CC-BY-4.0. ASN data: iptoasn.com (PDDL).

zer0contextlost. Flypaper: open honeypot data. https://github.com/zer0contextlost/flypaper

Questions and corrections: open an issue.

Mirror of https://github.com/zer0contextlost/flypaper (rebuilt nightly).

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