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The dataset generation failed because of a cast error
Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 39 new columns ({'Time_To_Live', 'ARP', 'Protocol Type', 'DNS', 'fin_flag_number', 'Min', 'UDP', 'IRC', 'syn_count', 'IAT', 'IPv', 'ack_count', 'Number', 'HTTP', 'Telnet', 'LLC', 'IGMP', 'cwr_flag_number', 'Rate', 'HTTPS', 'rst_flag_number', 'rst_count', 'Std', 'TCP', 'ICMP', 'Max', 'ack_flag_number', 'Tot sum', 'Header_Length', 'Variance', 'DHCP', 'ece_flag_number', 'fin_count', 'SMTP', 'AVG', 'Tot size', 'syn_flag_number', 'psh_flag_number', 'SSH'}) and 78 missing columns ({'Fwd Packet Length Min', 'FIN Flag Count', 'Bwd Packet Length Mean', 'Idle Std', 'Flow IAT Std', 'Active Mean', 'Fwd IAT Mean', 'Bwd IAT Min', 'Bwd IAT Std', 'Active Min', 'Fwd URG Flags', 'Subflow Fwd Bytes', 'Packet Length Mean', 'Fwd Packets Length Total', 'Bwd Header Length', 'Total Backward Packets', 'Down/Up Ratio', 'Flow IAT Max', 'Fwd Avg Bulk Rate', 'CWE Flag Count', 'Bwd PSH Flags', 'PSH Flag Count', 'Fwd Packet Length Max', 'Packet Length Variance', 'Fwd Avg Packets/Bulk', 'Protocol', 'Flow Packets/s', 'Avg Packet Size', 'Fwd Seg Size Min', 'Avg Fwd Segment Size', 'Subflow Bwd Bytes', 'Idle Max', 'Total Fwd Packets', 'Bwd IAT Total', 'Idle Mean', 'Fwd IAT Min', 'Bwd IAT Max', 'Idle Min', 'Fwd PSH Flags', 'Packet Length Max', 'Flow Bytes/s', 'Fwd Header Length', 'Fwd Packet Length Mean', 'Active Max', 'Fwd IAT Max', 'ECE Flag Count', 'Flow Duration', 'Flow IAT Min', 'Subflow Bwd Packets', 'Bwd Packet Length Max', 'Fwd IAT Std', 'Fwd IAT Total', 'RST Flag Count', 'Active Std', 'Flow IAT Mean', 'Init Fwd Win Bytes', 'Bwd Avg Bytes/Bulk', 'Fwd Packets/s', 'Bwd URG Flags', 'Packet Length Min', 'Avg Bwd Segment Size', 'Bwd Packet Length Std', 'Init Bwd Win Bytes', 'Packet Length Std', 'Bwd Packets Length Total', 'Bwd Avg Packets/Bulk', 'Bwd IAT Mean', 'Bwd Packet Length Min', 'Fwd Act Data Packets', 'Bwd Avg Bulk Rate', 'Attack', 'URG Flag Count', 'ACK Flag Count', 'Fwd Avg Bytes/Bulk', 'Bwd Packets/s', 'SYN Flag Count', 'Subflow Fwd Packets', 'Fwd Packet Length Std'}).

This happened while the csv dataset builder was generating data using

hf://datasets/Azizahalq/pftl_datasets/Multi_class_Datasets/Client2_Multiclass_cic_iot_2023.csv (at revision d3fc9e1fdd32918cf8db9a16e96da979d66cfba8), [/tmp/hf-datasets-cache/medium/datasets/45942785456431-config-parquet-and-info-Azizahalq-pftl_datasets-72ab719a/hub/datasets--Azizahalq--pftl_datasets/snapshots/d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/Client1_Multiclass_CIC-ToN-IoT_new.csv (origin=hf://datasets/Azizahalq/pftl_datasets@d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/Client1_Multiclass_CIC-ToN-IoT_new.csv), /tmp/hf-datasets-cache/medium/datasets/45942785456431-config-parquet-and-info-Azizahalq-pftl_datasets-72ab719a/hub/datasets--Azizahalq--pftl_datasets/snapshots/d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/Client2_Multiclass_cic_iot_2023.csv (origin=hf://datasets/Azizahalq/pftl_datasets@d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/Client2_Multiclass_cic_iot_2023.csv), /tmp/hf-datasets-cache/medium/datasets/45942785456431-config-parquet-and-info-Azizahalq-pftl_datasets-72ab719a/hub/datasets--Azizahalq--pftl_datasets/snapshots/d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/Client3_Multiclass_UNSW_NB15.csv (origin=hf://datasets/Azizahalq/pftl_datasets@d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/Client3_Multiclass_UNSW_NB15.csv), /tmp/hf-datasets-cache/medium/datasets/45942785456431-config-parquet-and-info-Azizahalq-pftl_datasets-72ab719a/hub/datasets--Azizahalq--pftl_datasets/snapshots/d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/Client4_Multiclass_CIC_IDS_2017.csv (origin=hf://datasets/Azizahalq/pftl_datasets@d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/Client4_Multiclass_CIC_IDS_2017.csv), /tmp/hf-datasets-cache/medium/datasets/45942785456431-config-parquet-and-info-Azizahalq-pftl_datasets-72ab719a/hub/datasets--Azizahalq--pftl_datasets/snapshots/d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/Client5_Multiclass_Final.csv (origin=hf://datasets/Azizahalq/pftl_datasets@d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/Client5_Multiclass_Final.csv), /tmp/hf-datasets-cache/medium/datasets/45942785456431-config-parquet-and-info-Azizahalq-pftl_datasets-72ab719a/hub/datasets--Azizahalq--pftl_datasets/snapshots/d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/Client6_Multiclass_Final.csv (origin=hf://datasets/Azizahalq/pftl_datasets@d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/Client6_Multiclass_Final.csv), /tmp/hf-datasets-cache/medium/datasets/45942785456431-config-parquet-and-info-Azizahalq-pftl_datasets-72ab719a/hub/datasets--Azizahalq--pftl_datasets/snapshots/d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/D1_CIC-ToN-IoT_new.csv (origin=hf://datasets/Azizahalq/pftl_datasets@d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/D1_CIC-ToN-IoT_new.csv), /tmp/hf-datasets-cache/medium/datasets/45942785456431-config-parquet-and-info-Azizahalq-pftl_datasets-72ab719a/hub/datasets--Azizahalq--pftl_datasets/snapshots/d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/D2_cic_iot_2023_200k_keep_selected_new.csv (origin=hf://datasets/Azizahalq/pftl_datasets@d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/D2_cic_iot_2023_200k_keep_selected_new.csv), /tmp/hf-datasets-cache/medium/datasets/45942785456431-config-parquet-and-info-Azizahalq-pftl_datasets-72ab719a/hub/datasets--Azizahalq--pftl_datasets/snapshots/d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/D3_UNSW_NB15_ALL_MERGED_final.csv (origin=hf://datasets/Azizahalq/pftl_datasets@d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/D3_UNSW_NB15_ALL_MERGED_final.csv), /tmp/hf-datasets-cache/medium/datasets/45942785456431-config-parquet-and-info-Azizahalq-pftl_datasets-72ab719a/hub/datasets--Azizahalq--pftl_datasets/snapshots/d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/D4_Merged_ALL_CIC_IDS_2017_TOTAL_200K.csv (origin=hf://datasets/Azizahalq/pftl_datasets@d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/D4_Merged_ALL_CIC_IDS_2017_TOTAL_200K.csv), /tmp/hf-datasets-cache/medium/datasets/45942785456431-config-parquet-and-info-Azizahalq-pftl_datasets-72ab719a/hub/datasets--Azizahalq--pftl_datasets/snapshots/d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/D5_CIC-BCCC-NRC_2024_Balanced_Final.csv (origin=hf://datasets/Azizahalq/pftl_datasets@d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/D5_CIC-BCCC-NRC_2024_Balanced_Final.csv), /tmp/hf-datasets-cache/medium/datasets/45942785456431-config-parquet-and-info-Azizahalq-pftl_datasets-72ab719a/hub/datasets--Azizahalq--pftl_datasets/snapshots/d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/D6_CIC_IOT_IDAD_2024_Balanced_Final.csv (origin=hf://datasets/Azizahalq/pftl_datasets@d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/D6_CIC_IOT_IDAD_2024_Balanced_Final.csv), /tmp/hf-datasets-cache/medium/datasets/45942785456431-config-parquet-and-info-Azizahalq-pftl_datasets-72ab719a/hub/datasets--Azizahalq--pftl_datasets/snapshots/d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/Unseen_UNSW_NB15_binary.csv (origin=hf://datasets/Azizahalq/pftl_datasets@d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/Unseen_UNSW_NB15_binary.csv), /tmp/hf-datasets-cache/medium/datasets/45942785456431-config-parquet-and-info-Azizahalq-pftl_datasets-72ab719a/hub/datasets--Azizahalq--pftl_datasets/snapshots/d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/unseen_CIC_IOT_Dataset2023.csv (origin=hf://datasets/Azizahalq/pftl_datasets@d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/unseen_CIC_IOT_Dataset2023.csv)]

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1890, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 760, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              Header_Length: double
              Protocol Type: int64
              Time_To_Live: double
              Rate: double
              fin_flag_number: double
              syn_flag_number: double
              rst_flag_number: double
              psh_flag_number: double
              ack_flag_number: double
              ece_flag_number: double
              cwr_flag_number: double
              ack_count: int64
              syn_count: int64
              fin_count: int64
              rst_count: int64
              HTTP: double
              HTTPS: double
              DNS: double
              Telnet: double
              SMTP: double
              SSH: double
              IRC: double
              TCP: double
              UDP: double
              DHCP: double
              ARP: double
              ICMP: double
              IGMP: double
              IPv: double
              LLC: double
              Tot sum: int64
              Min: int64
              Max: int64
              AVG: double
              Std: double
              Tot size: double
              IAT: double
              Number: int64
              Variance: double
              Label: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 4840
              to
              {'Protocol': Value('int64'), 'Flow Duration': Value('int64'), 'Total Fwd Packets': Value('int64'), 'Total Backward Packets': Value('int64'), 'Fwd Packets Length Total': Value('float64'), 'Bwd Packets Length Total': Value('float64'), 'Fwd Packet Length Max': Value('float64'), 'Fwd Packet Length Min': Value('float64'), 'Fwd Packet Length Mean': Value('float64'), 'Fwd Packet Length Std': Value('float64'), 'Bwd Packet Length Max': Value('float64'), 'Bwd Packet Length Min': Value('float64'), 'Bwd Packet Length Mean': Value('float64'), 'Bwd Packet Length Std': Value('float64'), 'Flow Bytes/s': Value('float64'), 'Flow Packets/s': Value('float64'), 'Flow IAT Mean': Value('float64'), 'Flow IAT Std': Value('float64'), 'Flow IAT Max': Value('float64'), 'Flow IAT Min': Value('float64'), 'Fwd IAT Total': Value('float64'), 'Fwd IAT Mean': Value('float64'), 'Fwd IAT Std': Value('float64'), 'Fwd IAT Max': Value('float64'), 'Fwd IAT Min': Value('float64'), 'Bwd IAT Total': Value('float64'), 'Bwd IAT Mean': Value('float64'), 'Bwd IAT Std': Value('float64'), 'Bwd IAT Max': Value('float64'), 'Bwd IAT Min': Value('float64'), 'Fwd PSH Flags': Value('int64'), 'Bwd PSH Flags': Value('int64'), 'Fwd URG Flags': Value('int64'), 'Bwd URG Flags': Value('int64'), 'Fwd Header Length': Value('int64'), 'Bwd Header Length': Value('int64'), 'Fwd Packets/s': Value('float64'), 'Bwd Packets/s': Value('float64'), 'Packet Length Min': Value('float64'), 'Packet Length Max': Value('float64'), 'Packet Length Mean': Value('float64'), 'Packet Length Std': Value('float64'), 'Packet Length Variance': Value('float64'), 'FIN Flag Count': Value('int64'), 'SYN Flag Count': Value('int64'), 'RST Flag Count': Value('int64'), 'PSH Flag Count': Value('int64'), 'ACK Flag Count': Value('int64'), 'URG Flag Count': Value('int64'), 'CWE Flag Count': Value('int64'), 'ECE Flag Count': Value('int64'), 'Down/Up Ratio': Value('float64'), 'Avg Packet Size': Value('float64'), 'Avg Fwd Segment Size': Value('float64'), 'Avg Bwd Segment Size': Value('float64'), 'Fwd Avg Bytes/Bulk': Value('int64'), 'Fwd Avg Packets/Bulk': Value('int64'), 'Fwd Avg Bulk Rate': Value('int64'), 'Bwd Avg Bytes/Bulk': Value('int64'), 'Bwd Avg Packets/Bulk': Value('int64'), 'Bwd Avg Bulk Rate': Value('int64'), 'Subflow Fwd Packets': Value('int64'), 'Subflow Fwd Bytes': Value('int64'), 'Subflow Bwd Packets': Value('int64'), 'Subflow Bwd Bytes': Value('int64'), 'Init Fwd Win Bytes': Value('int64'), 'Init Bwd Win Bytes': Value('int64'), 'Fwd Act Data Packets': Value('int64'), 'Fwd Seg Size Min': Value('int64'), 'Active Mean': Value('float64'), 'Active Std': Value('float64'), 'Active Max': Value('float64'), 'Active Min': Value('float64'), 'Idle Mean': Value('float64'), 'Idle Std': Value('float64'), 'Idle Max': Value('float64'), 'Idle Min': Value('float64'), 'Label': Value('int64'), 'Attack': Value('string')}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1347, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1739, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1892, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 39 new columns ({'Time_To_Live', 'ARP', 'Protocol Type', 'DNS', 'fin_flag_number', 'Min', 'UDP', 'IRC', 'syn_count', 'IAT', 'IPv', 'ack_count', 'Number', 'HTTP', 'Telnet', 'LLC', 'IGMP', 'cwr_flag_number', 'Rate', 'HTTPS', 'rst_flag_number', 'rst_count', 'Std', 'TCP', 'ICMP', 'Max', 'ack_flag_number', 'Tot sum', 'Header_Length', 'Variance', 'DHCP', 'ece_flag_number', 'fin_count', 'SMTP', 'AVG', 'Tot size', 'syn_flag_number', 'psh_flag_number', 'SSH'}) and 78 missing columns ({'Fwd Packet Length Min', 'FIN Flag Count', 'Bwd Packet Length Mean', 'Idle Std', 'Flow IAT Std', 'Active Mean', 'Fwd IAT Mean', 'Bwd IAT Min', 'Bwd IAT Std', 'Active Min', 'Fwd URG Flags', 'Subflow Fwd Bytes', 'Packet Length Mean', 'Fwd Packets Length Total', 'Bwd Header Length', 'Total Backward Packets', 'Down/Up Ratio', 'Flow IAT Max', 'Fwd Avg Bulk Rate', 'CWE Flag Count', 'Bwd PSH Flags', 'PSH Flag Count', 'Fwd Packet Length Max', 'Packet Length Variance', 'Fwd Avg Packets/Bulk', 'Protocol', 'Flow Packets/s', 'Avg Packet Size', 'Fwd Seg Size Min', 'Avg Fwd Segment Size', 'Subflow Bwd Bytes', 'Idle Max', 'Total Fwd Packets', 'Bwd IAT Total', 'Idle Mean', 'Fwd IAT Min', 'Bwd IAT Max', 'Idle Min', 'Fwd PSH Flags', 'Packet Length Max', 'Flow Bytes/s', 'Fwd Header Length', 'Fwd Packet Length Mean', 'Active Max', 'Fwd IAT Max', 'ECE Flag Count', 'Flow Duration', 'Flow IAT Min', 'Subflow Bwd Packets', 'Bwd Packet Length Max', 'Fwd IAT Std', 'Fwd IAT Total', 'RST Flag Count', 'Active Std', 'Flow IAT Mean', 'Init Fwd Win Bytes', 'Bwd Avg Bytes/Bulk', 'Fwd Packets/s', 'Bwd URG Flags', 'Packet Length Min', 'Avg Bwd Segment Size', 'Bwd Packet Length Std', 'Init Bwd Win Bytes', 'Packet Length Std', 'Bwd Packets Length Total', 'Bwd Avg Packets/Bulk', 'Bwd IAT Mean', 'Bwd Packet Length Min', 'Fwd Act Data Packets', 'Bwd Avg Bulk Rate', 'Attack', 'URG Flag Count', 'ACK Flag Count', 'Fwd Avg Bytes/Bulk', 'Bwd Packets/s', 'SYN Flag Count', 'Subflow Fwd Packets', 'Fwd Packet Length Std'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/Azizahalq/pftl_datasets/Multi_class_Datasets/Client2_Multiclass_cic_iot_2023.csv (at revision d3fc9e1fdd32918cf8db9a16e96da979d66cfba8), [/tmp/hf-datasets-cache/medium/datasets/45942785456431-config-parquet-and-info-Azizahalq-pftl_datasets-72ab719a/hub/datasets--Azizahalq--pftl_datasets/snapshots/d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/Client1_Multiclass_CIC-ToN-IoT_new.csv (origin=hf://datasets/Azizahalq/pftl_datasets@d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/Client1_Multiclass_CIC-ToN-IoT_new.csv), /tmp/hf-datasets-cache/medium/datasets/45942785456431-config-parquet-and-info-Azizahalq-pftl_datasets-72ab719a/hub/datasets--Azizahalq--pftl_datasets/snapshots/d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/Client2_Multiclass_cic_iot_2023.csv (origin=hf://datasets/Azizahalq/pftl_datasets@d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/Client2_Multiclass_cic_iot_2023.csv), /tmp/hf-datasets-cache/medium/datasets/45942785456431-config-parquet-and-info-Azizahalq-pftl_datasets-72ab719a/hub/datasets--Azizahalq--pftl_datasets/snapshots/d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/Client3_Multiclass_UNSW_NB15.csv (origin=hf://datasets/Azizahalq/pftl_datasets@d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/Client3_Multiclass_UNSW_NB15.csv), /tmp/hf-datasets-cache/medium/datasets/45942785456431-config-parquet-and-info-Azizahalq-pftl_datasets-72ab719a/hub/datasets--Azizahalq--pftl_datasets/snapshots/d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/Client4_Multiclass_CIC_IDS_2017.csv (origin=hf://datasets/Azizahalq/pftl_datasets@d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/Client4_Multiclass_CIC_IDS_2017.csv), /tmp/hf-datasets-cache/medium/datasets/45942785456431-config-parquet-and-info-Azizahalq-pftl_datasets-72ab719a/hub/datasets--Azizahalq--pftl_datasets/snapshots/d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/Client5_Multiclass_Final.csv (origin=hf://datasets/Azizahalq/pftl_datasets@d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/Client5_Multiclass_Final.csv), /tmp/hf-datasets-cache/medium/datasets/45942785456431-config-parquet-and-info-Azizahalq-pftl_datasets-72ab719a/hub/datasets--Azizahalq--pftl_datasets/snapshots/d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/Client6_Multiclass_Final.csv (origin=hf://datasets/Azizahalq/pftl_datasets@d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/Client6_Multiclass_Final.csv), /tmp/hf-datasets-cache/medium/datasets/45942785456431-config-parquet-and-info-Azizahalq-pftl_datasets-72ab719a/hub/datasets--Azizahalq--pftl_datasets/snapshots/d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/D1_CIC-ToN-IoT_new.csv (origin=hf://datasets/Azizahalq/pftl_datasets@d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/D1_CIC-ToN-IoT_new.csv), /tmp/hf-datasets-cache/medium/datasets/45942785456431-config-parquet-and-info-Azizahalq-pftl_datasets-72ab719a/hub/datasets--Azizahalq--pftl_datasets/snapshots/d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/D2_cic_iot_2023_200k_keep_selected_new.csv (origin=hf://datasets/Azizahalq/pftl_datasets@d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/D2_cic_iot_2023_200k_keep_selected_new.csv), /tmp/hf-datasets-cache/medium/datasets/45942785456431-config-parquet-and-info-Azizahalq-pftl_datasets-72ab719a/hub/datasets--Azizahalq--pftl_datasets/snapshots/d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/D3_UNSW_NB15_ALL_MERGED_final.csv (origin=hf://datasets/Azizahalq/pftl_datasets@d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/D3_UNSW_NB15_ALL_MERGED_final.csv), /tmp/hf-datasets-cache/medium/datasets/45942785456431-config-parquet-and-info-Azizahalq-pftl_datasets-72ab719a/hub/datasets--Azizahalq--pftl_datasets/snapshots/d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/D4_Merged_ALL_CIC_IDS_2017_TOTAL_200K.csv (origin=hf://datasets/Azizahalq/pftl_datasets@d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/D4_Merged_ALL_CIC_IDS_2017_TOTAL_200K.csv), /tmp/hf-datasets-cache/medium/datasets/45942785456431-config-parquet-and-info-Azizahalq-pftl_datasets-72ab719a/hub/datasets--Azizahalq--pftl_datasets/snapshots/d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/D5_CIC-BCCC-NRC_2024_Balanced_Final.csv (origin=hf://datasets/Azizahalq/pftl_datasets@d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/D5_CIC-BCCC-NRC_2024_Balanced_Final.csv), /tmp/hf-datasets-cache/medium/datasets/45942785456431-config-parquet-and-info-Azizahalq-pftl_datasets-72ab719a/hub/datasets--Azizahalq--pftl_datasets/snapshots/d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/D6_CIC_IOT_IDAD_2024_Balanced_Final.csv (origin=hf://datasets/Azizahalq/pftl_datasets@d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/D6_CIC_IOT_IDAD_2024_Balanced_Final.csv), /tmp/hf-datasets-cache/medium/datasets/45942785456431-config-parquet-and-info-Azizahalq-pftl_datasets-72ab719a/hub/datasets--Azizahalq--pftl_datasets/snapshots/d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/Unseen_UNSW_NB15_binary.csv (origin=hf://datasets/Azizahalq/pftl_datasets@d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/Unseen_UNSW_NB15_binary.csv), /tmp/hf-datasets-cache/medium/datasets/45942785456431-config-parquet-and-info-Azizahalq-pftl_datasets-72ab719a/hub/datasets--Azizahalq--pftl_datasets/snapshots/d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/unseen_CIC_IOT_Dataset2023.csv (origin=hf://datasets/Azizahalq/pftl_datasets@d3fc9e1fdd32918cf8db9a16e96da979d66cfba8/Multi_class_Datasets/unseen_CIC_IOT_Dataset2023.csv)]
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

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Protocol
int64
Flow Duration
int64
Total Fwd Packets
int64
Total Backward Packets
int64
Fwd Packets Length Total
float64
Bwd Packets Length Total
float64
Fwd Packet Length Max
float64
Fwd Packet Length Min
float64
Fwd Packet Length Mean
float64
Fwd Packet Length Std
float64
Bwd Packet Length Max
float64
Bwd Packet Length Min
float64
Bwd Packet Length Mean
float64
Bwd Packet Length Std
float64
Flow Bytes/s
float64
Flow Packets/s
float64
Flow IAT Mean
float64
Flow IAT Std
float64
Flow IAT Max
float64
Flow IAT Min
float64
Fwd IAT Total
float64
Fwd IAT Mean
float64
Fwd IAT Std
float64
Fwd IAT Max
float64
Fwd IAT Min
float64
Bwd IAT Total
float64
Bwd IAT Mean
float64
Bwd IAT Std
float64
Bwd IAT Max
float64
Bwd IAT Min
float64
Fwd PSH Flags
int64
Bwd PSH Flags
int64
Fwd URG Flags
int64
Bwd URG Flags
int64
Fwd Header Length
int64
Bwd Header Length
int64
Fwd Packets/s
float64
Bwd Packets/s
float64
Packet Length Min
float64
Packet Length Max
float64
Packet Length Mean
float64
Packet Length Std
float64
Packet Length Variance
float64
FIN Flag Count
int64
SYN Flag Count
int64
RST Flag Count
int64
PSH Flag Count
int64
ACK Flag Count
int64
URG Flag Count
int64
CWE Flag Count
int64
ECE Flag Count
int64
Down/Up Ratio
float64
Avg Packet Size
float64
Avg Fwd Segment Size
float64
Avg Bwd Segment Size
float64
Fwd Avg Bytes/Bulk
int64
Fwd Avg Packets/Bulk
int64
Fwd Avg Bulk Rate
int64
Bwd Avg Bytes/Bulk
int64
Bwd Avg Packets/Bulk
int64
Bwd Avg Bulk Rate
int64
Subflow Fwd Packets
int64
Subflow Fwd Bytes
int64
Subflow Bwd Packets
int64
Subflow Bwd Bytes
int64
Init Fwd Win Bytes
int64
Init Bwd Win Bytes
int64
Fwd Act Data Packets
int64
Fwd Seg Size Min
int64
Active Mean
float64
Active Std
float64
Active Max
float64
Active Min
float64
Idle Mean
float64
Idle Std
float64
Idle Max
float64
Idle Min
float64
Label
int64
Attack
string
6
67,274
5
5
407
1,282
407
0
81.4
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883
0
256.4
390.57175
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16,180.974
48,177
3
66,572
16,643
32,204.977
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3
66,160
16,540
22,740.6875
48,689
181
0
0
0
0
120
112
74.32292
74.32292
0
883
153.54546
290.72336
84,520.07
1
2
0
3
9
0
0
0
1
168.9
81.4
256.4
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0
0
0
0
0
0
40
0
128
29,200
1,024
1
20
0
0
0
0
1,556,364,900,000,000
0
1,556,364,900,000,000
1,556,364,900,000,000
1
xss
6
13,343
2
0
0
0
0
0
0
0
0
0
0
0
0
149.891329
13,343
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13,343
13,343
13,343
13,343
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13,343
13,343
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40
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149.89133
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0
20
0
0
0
0
1,556,353,100,000,000
0
1,556,353,100,000,000
1,556,353,100,000,000
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Benign
17
4,757
2
2
80
112
40
40
40
0
72
40
56
22.627417
40,361.574
840.866092
1,585.6666
1,670.8777
3,402
114
114
114
0
114
114
1,241
1,241
0
1,241
1,241
0
0
0
0
16
16
420.43304
420.43304
40
72
46.4
14.310835
204.8
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0
0
0
0
0
0
0
1
58
40
56
0
0
0
192
4
40,361
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20
0
28
0
0
1
8
0
0
0
0
1,556,353,100,000,000
0
1,556,353,100,000,000
1,556,353,100,000,000
1
xss
6
8,874
2
0
0
0
0
0
0
0
0
0
0
0
0
225.377507
8,874
0
8,874
8,874
8,874
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0
8,874
8,874
0
0
0
0
0
0
0
0
0
40
0
225.3775
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0
0
0
0
1
0
0
0
2
0
0
0
0
0
0
0
0
0
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0
0
0
1
0
0
0
8,212
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0
20
0
0
0
0
1,556,347,400,000,000
0
1,556,347,400,000,000
1,556,347,400,000,000
0
Benign
0
2,959,644
2
0
0
0
0
0
0
0
0
0
0
0
0
0.675757
2,959,644
0
2,959,644
2,959,644
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0
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1
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0
0
0
0
0
0
1,556,211,000,000,000
0
1,556,211,000,000,000
1,556,211,000,000,000
0
Benign
6
4,123
1
1
0
0
0
0
0
0
0
0
0
0
0
485.083677
4,123
0
4,123
4,123
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
242.54184
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0
0
0
0
1
0
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2
0
0
0
1
0
0
0
0
0
0
0
0
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270
251
0
32
0
0
0
0
1,556,343,300,000,000
0
1,556,343,300,000,000
1,556,343,300,000,000
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Benign
6
242,443
6
5
2,305
3,348
1,460
0
384.16666
626.11835
1,460
0
669.6
742.38855
23,316.82
45.371489
24,244.3
57,374.895
182,776
4
242,443
48,488.6
79,133.49
182,776
13
44,363
11,090.75
21,624.773
43,523
4
0
0
0
0
140
112
24.748085
20.623404
0
1,460
471.08334
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1
2
0
2
10
0
0
0
0
513.9091
384.16666
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0
0
0
5,653
5
128,264
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209
0
304
29,200
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2
20
0
0
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0
1,556,358,800,000,000
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1,556,358,800,000,000
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xss
6
31,302
3
4
375
1,282
375
0
125
216.50635
883
0
320.5
419.5271
52,935.914
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5,217
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38
12,864
6,432
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1,035
31,145
10,381.667
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30,463
38
0
0
0
0
80
92
95.84052
127.78736
0
883
207.125
324.32544
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1
2
0
3
6
0
0
0
1
236.71428
125
320.5
0
0
0
0
0
0
0
53
0
183
29,200
1,025
1
20
0
0
0
0
1,556,366,000,000,000
0
1,556,366,000,000,000
1,556,366,000,000,000
1
password
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361
1
1
0
0
0
0
0
0
0
0
0
0
0
5,540.166205
361
0
361
361
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
2,770.083
2,770.083
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1
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2
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0
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1
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0
0
0
0
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0
0
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256
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20
0
0
0
0
1,556,360,000,000,000
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1
xss
6
3,632,913
6
2
72
60
72
0
12
29.393877
60
0
30
42.426407
36.33448
2.20209
518,987.56
1,373,105.9
3,632,899
2
3,632,913
726,582.6
1,624,680.25
3,632,899
2
8
8
0
8
8
0
0
0
0
200
72
1.651567
0.550522
0
72
14.666667
29.257477
856
1
2
0
2
7
0
0
0
0
16.5
12
30
0
0
0
0
0
0
0
9
0
7
229
260
1
32
0
0
0
0
1,556,430,500,000,000
0
1,556,430,500,000,000
1,556,430,500,000,000
1
ransomware
6
660,881
5
5
322
2,155
322
0
64.4
144.00278
1,448
0
431
645.7066
3,748.0273
15.131317
73,431.22
140,403.67
323,784
4
641,925
160,481.25
185,304.94
323,784
4
337,078
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0
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160
7.565659
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0
1,448
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2
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1
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32
0
0
0
0
1,556,349,300,000,000
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1,556,349,300,000,000
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Benign
6
760,378
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4
1,741
322
1,448
0
290.16666
579.20166
322
0
80.5
161
2,713.1243
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139,015.33
322,915
3
760,378
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10
316,481
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0
0
0
0
200
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206.3
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174
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32
29,200
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2
32
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1,556,357,000,000,000
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xss
6
262,980
4
2
380
1,460
380
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95
190
1,460
0
730
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2
262,980
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51,448
0
51,448
51,448
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100
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15.210282
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1,460
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1
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730
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29,200
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password
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1
1
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32
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32
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0
0
1,556,347,000,000,000
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Benign
6
705,088
3
4
332
66
332
0
110.666664
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66
0
16.5
33
564.46857
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357,067
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362,468
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104
136
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332
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2
6
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47
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29,200
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32
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xss
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906
2
2
80
112
40
40
40
0
72
40
56
22.627417
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515.28534
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4
4
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4
897
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897
897
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16
16
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72
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xss
6
671,574
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5
3,016
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1,460
0
430.85715
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0
717
730.57855
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180,513.36
602,698
5
671,574
111,929
241,921.02
602,698
5
67,580
16,895
28,682.229
59,546
6
0
0
0
0
160
112
10.423274
7.445196
0
1,460
507.76923
684.71747
468,838.03
1
2
0
2
11
0
0
0
0
550.0833
430.85715
717
0
0
0
6,601
6
98,043
0
251
0
298
29,200
1,026
3
20
0
0
0
0
1,556,344,900,000,000
0
1,556,344,900,000,000
1,556,344,900,000,000
1
xss
6
88,516
6
1
346
0
346
0
57.666668
141.2539
0
0
0
0
3,908.8977
79.081748
14,752.667
27,172.88
69,403
6
88,516
17,703.2
29,286.793
69,403
6
0
0
0
0
0
0
0
0
0
140
32
67.784355
11.297393
0
346
43.25
122.329475
14,964.5
1
2
0
1
6
0
0
0
0
49.42857
57.666668
0
0
0
0
0
0
0
0
49
0
0
29,200
65,535
1
20
0
0
0
0
1,556,343,000,000,000
0
1,556,343,000,000,000
1,556,343,000,000,000
1
password
6
3,434,574
5
5
396
132
396
0
79.2
177.09659
132
0
26.4
59.032196
153.73085
2.911569
381,619.34
1,144,827.25
3,434,492
1
3,434,570
858,642.5
1,717,234.4
3,434,494
5
3,434,571
858,642.75
1,717,234.1
3,434,494
3
0
0
0
0
112
112
1.455785
1.455785
0
396
48
122.02295
14,889.6
2
2
0
2
9
0
0
0
1
52.8
79.2
26.4
0
0
0
0
0
0
0
39
0
13
237
1,025
1
20
0
0
0
0
1,556,430,500,000,000
0
1,556,430,500,000,000
1,556,430,500,000,000
0
Benign
6
134,192
5
3
364
2,759
364
0
72.8
162.78575
1,460
0
919.6667
800.5126
23,272.625
59.616072
19,170.285
32,457.818
90,539
5
134,192
33,548
39,343.43
90,539
122
36,778
18,389
25,998.902
36,773
5
0
0
0
0
120
72
37.260044
22.356028
0
1,460
347
598.7295
358,477
1
2
0
2
7
0
0
0
0
390.375
72.8
919.6667
0
0
0
0
0
0
0
45
0
344
29,200
1,025
1
20
0
0
0
0
1,556,361,700,000,000
0
1,556,361,700,000,000
1,556,361,700,000,000
1
password
6
145
1
1
0
0
0
0
0
0
0
0
0
0
0
13,793.103448
145
0
145
145
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
6,896.552
6,896.552
0
0
0
0
0
1
0
0
0
2
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
256
8,212
0
20
0
0
0
0
1,556,354,500,000,000
0
1,556,354,500,000,000
1,556,354,500,000,000
1
xss
6
136
1
1
0
0
0
0
0
0
0
0
0
0
0
14,705.882353
136
0
136
136
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
7,352.9414
7,352.9414
0
0
0
0
0
1
0
0
0
2
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
252
244
0
32
0
0
0
0
1,556,345,200,000,000
0
1,556,345,200,000,000
1,556,345,200,000,000
0
Benign
6
118
2
0
0
0
0
0
0
0
0
0
0
0
0
16,949.152542
118
0
118
118
118
118
0
118
118
0
0
0
0
0
0
0
0
0
40
0
16,949.152
0
0
0
0
0
0
1
0
0
0
2
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1,026
0
0
20
0
0
0
0
1,556,367,200,000,000
0
1,556,367,200,000,000
1,556,367,200,000,000
0
Benign
17
15,715
2
2
80
112
40
40
40
0
72
40
56
22.627417
12,217.627
254.533885
5,238.3335
8,940.798
15,562
11
142
142
0
142
142
11
11
0
11
11
0
0
0
0
16
16
127.266945
127.266945
40
72
46.4
14.310835
204.8
0
0
0
0
0
0
0
0
1
58
40
56
0
0
0
192
4
12,217
0
20
0
28
0
0
1
8
0
0
0
0
1,556,357,100,000,000
0
1,556,357,100,000,000
1,556,357,100,000,000
1
xss
6
687,202
4
4
322
326
322
0
80.5
161
326
0
81.5
163
942.95416
11.64141
98,171.71
164,065.52
340,013
21
677,256
225,752
195,141.8
340,281
432
350,529
116,843
193,725.02
340,466
138
0
0
0
0
144
128
5.820705
5.820705
0
326
72
142.87407
20,413
1
2
0
2
7
0
0
0
1
81
80.5
81.5
0
0
0
0
0
0
0
40
0
40
29,200
237
1
32
0
0
0
0
1,556,359,800,000,000
0
1,556,359,800,000,000
1,556,359,800,000,000
0
Benign
6
29,541,500
144
18
16,632
0
132
0
115.5
43.80727
0
0
0
0
563.0046
5.483811
183,487.58
787,328.2
4,560,318
1
29,541,498
206,583.9
832,863.75
4,560,368
2
29,541,460
1,737,733
1,825,314
4,560,321
73,093
0
0
0
0
4,680
540
4.874498
0.609312
0
132
102.03681
55.463688
3,076.221
0
18
9
126
144
0
0
0
0
102.666664
115.5
0
0
0
0
1,848
14
20,892
0
102
0
0
29,200
0
126
32
0
0
0
0
1,556,430,500,000,000
0
1,556,430,500,000,000
1,556,430,500,000,000
1
ransomware
6
1,152,572
4
5
1,052
1,849
1,052
0
263
526
1,448
0
369.8
627.24493
2,516.9795
7.808623
144,071.5
381,467.75
1,086,420
3
66,149
22,049.666
38,140.047
66,090
25
1,086,477
271,619.25
543,200.5
1,086,420
4
0
0
0
0
144
160
3.470499
4.338124
0
1,448
290.1
529.4262
280,292.1
1
2
0
2
8
0
0
0
1
322.33334
263
369.8
0
0
0
0
0
0
0
116
0
205
29,200
245
1
32
0
0
0
0
1,556,367,700,000,000
0
1,556,367,700,000,000
1,556,367,700,000,000
0
Benign
6
96,500
5
3
372
525
372
0
74.4
166.36346
525
0
175
303.1089
9,295.337
82.901554
13,785.714
33,668.26
90,120
126
96,500
24,125
44,027.992
90,120
293
2,627
1,313.5
871.8627
1,930
697
0
0
0
0
168
104
51.813473
31.088083
0
525
99.666664
201.43486
40,576
1
2
0
2
7
0
0
0
0
112.125
74.4
175
0
0
0
0
0
0
0
46
0
65
29,200
235
1
32
0
0
0
0
1,556,361,700,000,000
0
1,556,361,700,000,000
1,556,361,700,000,000
1
xss
6
19,536
5
4
442
1,282
442
0
88.4
197.66841
883
0
320.5
419.5271
88,247.336
460.687961
2,442
6,149.28
17,654
116
18,878
4,719.5
8,771.1875
17,874
137
19,322
6,440.6665
9,930.513
17,907
621
0
0
0
0
120
92
255.93776
204.7502
0
883
172.4
304.96564
93,004.05
1
2
0
3
8
0
0
0
0
191.55556
88.4
320.5
0
0
0
0
0
0
0
49
0
142
29,200
8,212
1
20
0
0
0
0
1,556,363,800,000,000
0
1,556,363,800,000,000
1,556,363,800,000,000
1
injection
6
78,091
4
5
1,343
2,719
1,343
0
335.75
671.5
1,448
0
543.8
747.2538
52,016.24
115.250157
9,761.375
17,582.578
39,618
14
40,805
13,601.667
22,533.07
39,618
274
77,605
19,401.25
22,133.41
40,236
14
0
0
0
0
144
160
51.22229
64.02786
0
1,448
406.2
655.38873
429,534.4
1
2
0
2
8
0
0
0
1
451.33334
335.75
543.8
0
0
0
0
0
0
0
149
0
302
29,200
251
1
32
0
0
0
0
1,556,367,300,000,000
0
1,556,367,300,000,000
1,556,367,300,000,000
0
Benign
17
3,213
2
2
74
90
37
37
37
0
53
37
45
11.313708
51,042.64
1,244.942421
1,071
929.5585
2,041
188
188
188
0
188
188
984
984
0
984
984
0
0
0
0
16
16
622.4712
622.4712
37
53
40.2
7.155417
51.2
0
0
0
0
0
0
0
0
1
50.25
37
45
0
0
0
164
4
51,042
0
18
0
22
0
0
1
8
0
0
0
0
1,556,349,600,000,000
0
1,556,349,600,000,000
1,556,349,600,000,000
1
xss
6
162
1
1
0
0
0
0
0
0
0
0
0
0
0
12,345.679012
162
0
162
162
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
6,172.8394
6,172.8394
0
0
0
0
0
1
0
0
0
2
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
271
251
0
32
0
0
0
0
1,556,359,800,000,000
0
1,556,359,800,000,000
1,556,359,800,000,000
0
Benign
6
6,708
4
3
132
643
132
0
33
66
643
0
214.33333
371.23624
115,533.69
1,043.530113
1,118
1,072.271
2,661
166
6,708
2,236
2,239.9485
4,649
223
4,858
2,429
878.2266
3,050
1,808
0
0
0
0
92
72
596.3029
447.2272
0
643
96.875
225.4503
50,827.84
1
2
0
2
6
0
0
0
0
110.71429
33
214.33333
0
0
0
0
0
0
0
18
0
91
64,240
237
1
20
0
0
0
0
1,556,427,700,000,000
0
1,556,427,700,000,000
1,556,427,700,000,000
0
Benign
6
1,252,196
1
1
0
0
0
0
0
0
0
0
0
0
0
1.597194
1,252,196
0
1,252,196
1,252,196
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
32
0.798597
0.798597
0
0
0
0
0
1
0
1
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
123
0
20
0
0
0
0
1,556,543,900,000,000
0
1,556,543,900,000,000
1,556,543,900,000,000
1
mitm
6
84,005
6
3
2,890
1,400
1,448
0
481.66666
746.1972
1,400
0
466.66666
808.2904
51,068.39
107.13648
10,500.625
23,911.707
68,581
4
84,005
16,801
29,484.037
68,581
4
15,069
7,534.5
10,185.873
14,737
332
0
0
0
0
200
104
71.42432
35.71216
0
1,448
429
690.86566
477,295.34
1
2
0
2
8
0
0
0
0
476.66666
481.66666
466.66666
0
0
0
0
0
0
0
321
0
155
29,200
272
2
32
0
0
0
0
1,556,354,700,000,000
0
1,556,354,700,000,000
1,556,354,700,000,000
1
xss
6
743,635
4
4
322
334
322
0
80.5
161
334
0
83.5
167
882.1532
10.757966
106,233.57
152,019.95
324,179
46
653,061
217,687
188,514.36
329,966
46
420,011
140,003.67
165,246.34
324,360
5,212
0
0
0
0
144
128
5.378983
5.378983
0
334
72.888885
144.66551
20,928.111
1
2
0
2
7
0
0
0
1
82
80.5
83.5
0
0
0
0
0
0
0
40
0
41
29,200
237
1
32
0
0
0
0
1,556,355,200,000,000
0
1,556,355,200,000,000
1,556,355,200,000,000
0
Benign
17
21
2
0
66
0
33
33
33
0
0
0
0
0
3,142,857.25
95,238.095238
21
0
21
21
21
21
0
21
21
0
0
0
0
0
0
0
0
0
16
0
95,238.09
0
33
33
33
0
0
0
0
0
0
0
0
0
0
0
49.5
33
0
0
0
0
0
0
0
1
33
0
0
0
0
1
8
0
0
0
0
1,556,492,900,000,000
0
1,556,492,900,000,000
1,556,492,900,000,000
0
Benign
6
2,652
3
4
380
483
380
0
126.666664
219.3931
483
0
120.75
241.5
325,414.78
2,639.517345
442
568.4048
1,537
11
474
237
319.61227
463
11
2,484
828
722.8783
1,537
92
0
0
0
0
104
136
1,131.2217
1,508.2957
0
483
107.875
201.63364
40,656.125
1
2
0
2
6
0
0
0
1
123.28571
126.666664
120.75
0
0
0
0
0
0
0
54
0
69
29,200
235
1
32
0
0
0
0
1,556,363,500,000,000
0
1,556,363,500,000,000
1,556,363,500,000,000
1
xss
6
2,615
1
1
0
0
0
0
0
0
0
0
0
0
0
764.818356
2,615
0
2,615
2,615
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
382.40918
382.40918
0
0
0
0
0
1
0
0
0
2
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
356
279
0
32
0
0
0
0
1,556,361,700,000,000
0
1,556,361,700,000,000
1,556,361,700,000,000
0
Benign
6
142
1
1
0
0
0
0
0
0
0
0
0
0
0
14,084.507042
142
0
142
142
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
7,042.2534
7,042.2534
0
0
0
0
0
1
0
0
0
2
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
276
252
0
32
0
0
0
0
1,556,343,400,000,000
0
1,556,343,400,000,000
1,556,343,400,000,000
0
Benign
6
7,282
2
0
0
0
0
0
0
0
0
0
0
0
0
274.649821
7,282
0
7,282
7,282
7,282
7,282
0
7,282
7,282
0
0
0
0
0
0
0
0
0
40
0
274.6498
0
0
0
0
0
0
1
0
0
0
2
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1,026
0
0
20
0
0
0
0
1,556,362,300,000,000
0
1,556,362,300,000,000
1,556,362,300,000,000
0
Benign
6
220,939
5
2
353
561
353
0
70.6
157.8664
561
0
280.5
396.6869
4,136.8887
31.682953
36,823.168
69,291.51
177,786
3,515
220,939
55,234.75
82,110.32
177,786
6,072
33,757
33,757
0
33,757
33,757
0
0
0
0
120
52
22.63068
9.052273
0
561
114.25
218.7319
47,843.645
1
2
0
2
6
0
0
0
0
130.57143
70.6
280.5
0
0
0
0
0
0
0
50
0
80
29,200
1,025
1
20
0
0
0
0
1,556,348,200,000,000
0
1,556,348,200,000,000
1,556,348,200,000,000
1
xss
6
143
2
0
0
0
0
0
0
0
0
0
0
0
0
13,986.013986
143
0
143
143
143
143
0
143
143
0
0
0
0
0
0
0
0
0
40
0
13,986.014
0
0
0
0
0
0
1
0
0
0
2
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1,026
0
0
20
0
0
0
0
1,556,365,700,000,000
0
1,556,365,700,000,000
1,556,365,700,000,000
0
Benign
6
315
2
0
0
0
0
0
0
0
0
0
0
0
0
6,349.206349
315
0
315
315
315
315
0
315
315
0
0
0
0
0
0
0
0
0
64
0
6,349.2065
0
0
0
0
0
0
1
0
0
0
2
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
229
0
0
32
0
0
0
0
1,556,365,200,000,000
0
1,556,365,200,000,000
1,556,365,200,000,000
1
xss
17
2,663
2
2
74
90
37
37
37
0
53
37
45
11.313708
61,584.68
1,502.06534
887.6667
793.074
1,708
125
125
125
0
125
125
830
830
0
830
830
0
0
0
0
16
16
751.03265
751.03265
37
53
40.2
7.155417
51.2
0
0
0
0
0
0
0
0
1
50.25
37
45
0
0
0
164
4
61,584
0
18
0
22
0
0
1
8
0
0
0
0
1,556,346,000,000,000
0
1,556,346,000,000,000
1,556,346,000,000,000
1
xss
6
659,170
3
4
383
66
383
0
127.666664
221.12515
66
0
16.5
33
681.15967
10.619415
109,861.664
169,938.77
329,473
9
329,257
164,628.5
232,807.125
329,248
9
330,140
110,046.664
190,225.47
329,700
16
0
0
0
0
104
136
4.551178
6.068237
0
383
56.125
134.08147
17,977.84
1
2
0
2
6
0
0
0
1
64.14286
127.666664
16.5
0
0
0
0
0
0
0
54
0
9
29,200
110
1
32
0
0
0
0
1,556,345,200,000,000
0
1,556,345,200,000,000
1,556,345,200,000,000
1
xss
6
768,157
6
3
1,660
1,073
1,448
0
276.66666
580.06573
1,073
0
357.66666
619.4968
3,557.8665
11.716355
96,019.625
148,410.28
330,159
10
768,157
153,631.4
166,743.67
330,341
10
329,713
164,856.5
230,955.92
328,167
1,546
0
0
0
0
200
104
7.810903
3.905452
0
1,448
273.3
531.87805
282,894.22
1
2
0
2
8
0
0
0
0
303.66666
276.66666
357.66666
0
0
0
0
0
0
0
184
0
119
29,200
118
2
32
0
0
0
0
1,556,362,000,000,000
0
1,556,362,000,000,000
1,556,362,000,000,000
1
xss
0
1,235,725
2
0
0
0
0
0
0
0
0
0
0
0
0
1.618483
1,235,725
0
1,235,725
1,235,725
1,235,725
1,235,725
0
1,235,725
1,235,725
0
0
0
0
0
0
0
0
0
0
0
1.618483
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1,556,259,400,000,000
0
1,556,259,400,000,000
1,556,259,400,000,000
0
Benign
6
609
1
1
0
0
0
0
0
0
0
0
0
0
0
3,284.07225
609
0
609
609
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
20
1,642.0361
1,642.0361
0
0
0
0
0
1
0
1
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
251
0
0
32
0
0
0
0
1,556,342,200,000,000
0
1,556,342,200,000,000
1,556,342,200,000,000
1
scanning
6
507
1
1
0
0
0
0
0
0
0
0
0
0
0
3,944.773176
507
0
507
507
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
1,972.3866
1,972.3866
0
0
0
0
0
1
0
0
0
2
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
235
237
0
32
0
0
0
0
1,556,349,600,000,000
0
1,556,349,600,000,000
1,556,349,600,000,000
0
Benign
17
56,059
2
2
74
90
37
37
37
0
53
37
45
11.313708
2,925.4893
71.353396
18,686.334
32,237.588
55,911
2
146
146
0
146
146
2
2
0
2
2
0
0
0
0
16
16
35.676697
35.676697
37
53
40.2
7.155417
51.2
0
0
0
0
0
0
0
0
1
50.25
37
45
0
0
0
164
4
2,925
0
18
0
22
0
0
1
8
0
0
0
0
1,556,349,300,000,000
0
1,556,349,300,000,000
1,556,349,300,000,000
1
xss
6
326
2
0
0
0
0
0
0
0
0
0
0
0
0
6,134.969325
326
0
326
326
326
326
0
326
326
0
0
0
0
0
0
0
0
0
64
0
6,134.969
0
0
0
0
0
0
1
0
0
0
2
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
237
0
0
32
0
0
0
0
1,556,361,900,000,000
0
1,556,361,900,000,000
1,556,361,900,000,000
1
injection
6
1,242,213
6
7
2,737
3,492
1,460
0
456.16666
709.05585
1,460
0
498.85715
689.0059
5,014.438
10.465194
103,517.75
333,707.1
1,162,101
6
43,665
8,733
18,921.201
42,575
6
1,241,587
206,931.17
468,380.66
1,162,217
114
0
0
0
0
140
152
4.83009
5.635105
0
1,460
444.92856
655.2306
429,327.16
1
2
0
2
12
0
0
0
1
479.15384
456.16666
498.85715
0
0
0
6,229
5
145,874
0
210
0
268
29,200
1,026
2
20
0
0
0
0
1,556,348,800,000,000
0
1,556,348,800,000,000
1,556,348,800,000,000
1
xss
17
3,007
2
2
74
90
37
37
37
0
53
37
45
11.313708
54,539.406
1,330.229465
1,002.3333
688.22986
1,736
371
371
371
0
371
371
900
900
0
900
900
0
0
0
0
16
16
665.11475
665.11475
37
53
40.2
7.155417
51.2
0
0
0
0
0
0
0
0
1
50.25
37
45
0
0
0
164
4
54,539
0
18
0
22
0
0
1
8
0
0
0
0
1,556,362,000,000,000
0
1,556,362,000,000,000
1,556,362,000,000,000
1
xss
6
117
2
0
0
0
0
0
0
0
0
0
0
0
0
17,094.017094
117
0
117
117
117
117
0
117
117
0
0
0
0
0
0
0
0
0
40
0
17,094.018
0
0
0
0
0
0
1
0
0
0
2
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1,026
0
0
20
0
0
0
0
1,556,345,200,000,000
0
1,556,345,200,000,000
1,556,345,200,000,000
0
Benign
6
165,141
5
3
294
520
294
0
58.8
131.4808
520
0
173.33333
300.22214
4,929.121
48.443451
23,591.572
60,981.7
161,875
3
165,141
41,285.25
80,398.62
161,875
3
2,173
1,086.5
1,315.9257
2,017
156
0
0
0
0
168
104
30.277157
18.166294
0
520
90.44444
188.1536
35,401.777
1
2
0
2
7
0
0
0
0
101.75
58.8
173.33333
0
0
0
0
0
0
0
36
0
65
29,200
235
1
32
0
0
0
0
1,556,343,800,000,000
0
1,556,343,800,000,000
1,556,343,800,000,000
1
password
6
671,771
3
4
334
66
334
0
111.333336
192.83499
66
0
16.5
33
595.441
10.420218
111,961.836
173,237.97
335,776
3
336,301
168,150.5
237,372.2
335,998
303
335,995
111,998.336
193,966.02
335,971
3
0
0
0
0
104
136
4.465807
5.95441
0
334
50
117.05432
13,701.714
1
2
0
2
6
0
0
0
1
57.142857
111.333336
16.5
0
0
0
0
0
0
0
47
0
9
29,200
110
1
32
0
0
0
0
1,556,344,000,000,000
0
1,556,344,000,000,000
1,556,344,000,000,000
1
xss
6
29,293
3
4
348
1,282
348
0
116
200.9179
883
0
320.5
419.5271
55,644.69
238.96494
4,882.1665
5,509.372
12,402
138
18,976
9,488
4,121.0186
12,402
6,574
29,083
9,694.333
16,533.006
28,785
138
0
0
0
0
80
92
102.41354
136.55139
0
883
203.75
322.46405
103,983.07
1
2
0
3
6
0
0
0
1
232.85715
116
320.5
0
0
0
0
0
0
0
49
0
183
29,200
1,025
1
20
0
0
0
0
1,556,349,200,000,000
0
1,556,349,200,000,000
1,556,349,200,000,000
1
xss
6
225
1
1
0
0
0
0
0
0
0
0
0
0
0
8,888.888889
225
0
225
225
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
4,444.4443
4,444.4443
0
0
0
0
0
1
0
0
0
2
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
235
237
0
32
0
0
0
0
1,556,346,100,000,000
0
1,556,346,100,000,000
1,556,346,100,000,000
0
Benign
0
41,711,959
2
0
0
0
0
0
0
0
0
0
0
0
0
0.047948
41,711,960
0
41,711,960
41,711,960
41,711,960
41,711,960
0
41,711,960
41,711,960
0
0
0
0
0
0
0
0
0
0
0
0.047948
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
778,013,700,000,000
1,100,277,500,000,000
1,556,027,300,000,000
41,711,960
0
Benign
6
460
2
0
0
0
0
0
0
0
0
0
0
0
0
4,347.826087
460
0
460
460
460
460
0
460
460
0
0
0
0
0
0
0
0
0
40
0
4,347.826
0
0
0
0
0
0
1
0
0
0
2
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
8,212
0
0
20
0
0
0
0
1,556,357,800,000,000
0
1,556,357,800,000,000
1,556,357,800,000,000
0
Benign
6
53,787
2
0
0
0
0
0
0
0
0
0
0
0
0
37.183706
53,787
0
53,787
53,787
53,787
53,787
0
53,787
53,787
0
0
0
0
0
0
0
0
0
76
0
37.183704
0
0
0
0
0
0
0
0
0
0
2
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
253
0
0
32
0
0
0
0
1,556,341,700,000,000
0
1,556,341,700,000,000
1,556,341,700,000,000
1
xss
6
649,064
3
4
418
66
418
0
139.33333
241.33241
66
0
16.5
33
745.68915
10.784761
108,177.336
167,053.92
325,537
3
323,521
161,760.5
228,728.53
323,496
25
326,926
108,975.336
188,745.625
326,920
3
0
0
0
0
104
136
4.62204
6.162721
0
418
60.5
146.2864
21,399.715
1
2
0
2
6
0
0
0
1
69.14286
139.33333
16.5
0
0
0
0
0
0
0
59
0
9
29,200
110
1
32
0
0
0
0
1,556,348,900,000,000
0
1,556,348,900,000,000
1,556,348,900,000,000
1
xss
6
94,245
5
3
303
561
303
0
60.6
135.50572
561
0
187
323.8935
9,167.595
84.88514
13,463.571
21,113.781
49,924
10
94,245
23,561.25
42,784.9375
87,589
10
87,652
43,826
8,858.634
50,090
37,562
0
0
0
0
120
72
53.05321
31.831928
0
561
96
201.11751
40,448.25
1
2
0
2
7
0
0
0
0
108
60.6
187
0
0
0
0
0
0
0
37
0
70
29,200
8,212
1
20
0
0
0
0
1,556,364,900,000,000
0
1,556,364,900,000,000
1,556,364,900,000,000
1
xss
6
8,642
3
6
188
3,478
188
0
62.666668
108.54185
1,460
0
579.6667
715.3298
424,207.375
1,041.425596
1,080.25
1,431.0327
3,625
3
3,671
1,835.5
2,158.797
3,362
309
5,564
1,112.8
1,766.3213
4,218
3
0
0
0
0
72
132
347.14188
694.28375
0
1,460
366.6
602.3982
362,883.6
1
2
0
2
8
0
0
0
2
407.33334
62.666668
579.6667
0
0
0
3,666
4
737,922
0
20
0
386
64,240
237
1
20
0
0
0
0
1,556,357,500,000,000
0
1,556,357,500,000,000
1,556,357,500,000,000
0
Benign
6
1,664
2
0
0
0
0
0
0
0
0
0
0
0
0
1,201.923077
1,664
0
1,664
1,664
1,664
1,664
0
1,664
1,664
0
0
0
0
0
0
0
0
0
40
0
1,201.9231
0
0
0
0
0
0
1
0
0
0
2
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
8,212
0
0
20
0
0
0
0
1,556,353,600,000,000
0
1,556,353,600,000,000
1,556,353,600,000,000
0
Benign
6
48,405
5
5
2,737
3,492
1,460
0
547.4
752.3455
1,460
0
698.4
733.41174
128,685.055
206.590228
5,378.3335
15,225.805
45,960
5
48,405
12,101.25
23,021.473
46,611
5
46,704
11,676
22,858.316
45,960
6
0
0
0
0
120
112
103.29511
103.29511
0
1,460
566.2727
694.651
482,540.03
0
2
0
2
9
0
0
0
1
622.9
547.4
698.4
0
0
0
6,229
5
134,124
0
273
0
349
29,200
8,212
2
20
0
0
0
0
1,556,367,600,000,000
0
1,556,367,600,000,000
1,556,367,600,000,000
1
xss
6
197
1
1
0
0
0
0
0
0
0
0
0
0
0
10,152.284264
197
0
197
197
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
5,076.142
5,076.142
0
0
0
0
0
1
0
0
0
2
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
256
8,212
0
20
0
0
0
0
1,556,356,000,000,000
0
1,556,356,000,000,000
1,556,356,000,000,000
1
xss
6
79,407
5
2
259
561
259
0
51.8
115.82832
561
0
280.5
396.6869
10,326.546
88.153437
13,234.5
21,191.205
49,387
119
79,407
19,851.75
24,017.076
49,387
119
29,608
29,608
0
29,608
29,608
0
0
0
0
120
52
62.96674
25.186697
0
561
102.5
206.24257
42,536
1
2
0
2
6
0
0
0
0
117.14286
51.8
280.5
0
0
0
0
0
0
0
37
0
80
29,200
8,212
1
20
0
0
0
0
1,556,343,500,000,000
0
1,556,343,500,000,000
1,556,343,500,000,000
1
xss
6
2,040
1
1
0
0
0
0
0
0
0
0
0
0
0
980.392157
2,040
0
2,040
2,040
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
490.19608
490.19608
0
0
0
0
0
1
0
0
0
2
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
256
245
0
32
0
0
0
0
1,556,359,100,000,000
0
1,556,359,100,000,000
1,556,359,100,000,000
0
Benign
6
323,713
4
5
1,224
2,320
1,224
0
306
612
1,448
0
464
667.19714
10,947.97
27.802405
40,464.125
73,307.67
170,775
3
146,723
48,907.668
84,670.73
146,677
5
323,704
80,926
93,725.08
170,775
3
0
0
0
0
144
160
12.356625
15.445781
0
1,448
354.4
586.8248
344,363.375
1
2
0
2
8
0
0
0
1
393.77777
306
464
0
0
0
0
0
0
0
136
0
257
29,200
251
1
32
0
0
0
0
1,556,364,700,000,000
0
1,556,364,700,000,000
1,556,364,700,000,000
0
Benign
17
5,959
2
2
80
112
40
40
40
0
72
40
56
22.627417
32,220.172
671.253566
1,986.3334
2,263.6821
4,504
119
119
119
0
119
119
1,336
1,336
0
1,336
1,336
0
0
0
0
16
16
335.62677
335.62677
40
72
46.4
14.310835
204.8
0
0
0
0
0
0
0
0
1
58
40
56
0
0
0
192
4
32,220
0
20
0
28
0
0
1
8
0
0
0
0
1,556,343,100,000,000
0
1,556,343,100,000,000
1,556,343,100,000,000
1
xss
6
456
1
1
0
0
0
0
0
0
0
0
0
0
0
4,385.964912
456
0
456
456
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
2,192.9824
2,192.9824
0
0
0
0
0
1
0
0
0
2
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
235
237
0
32
0
0
0
0
1,556,364,700,000,000
0
1,556,364,700,000,000
1,556,364,700,000,000
0
Benign
6
648
2
0
0
0
0
0
0
0
0
0
0
0
0
3,086.419753
648
0
648
648
648
648
0
648
648
0
0
0
0
0
0
0
0
0
64
0
3,086.4197
0
0
0
0
0
0
1
0
0
0
2
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
229
0
0
32
0
0
0
0
1,556,368,000,000,000
0
1,556,368,000,000,000
1,556,368,000,000,000
1
xss
6
30,631
7
2
4,205
0
1,448
0
600.7143
708.8504
0
0
0
0
137,279.23
293.819986
3,828.875
9,212.208
26,435
5
30,631
5,105.1665
10,535.327
26,435
5
27,095
27,095
0
27,095
27,095
0
0
0
0
232
72
228.52666
65.29333
0
1,448
420.5
647.4407
419,179.375
1
2
0
3
8
0
0
0
0
467.22223
600.7143
0
0
0
0
4,205
5
139,682
0
467
0
0
29,200
260
5
32
0
0
0
0
1,556,428,100,000,000
0
1,556,428,100,000,000
1,556,428,100,000,000
1
ransomware
6
5,221
1
1
0
0
0
0
0
0
0
0
0
0
0
383.068378
5,221
0
5,221
5,221
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
191.5342
191.5342
0
0
0
0
0
1
0
0
0
2
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
258
251
0
32
0
0
0
0
1,556,360,600,000,000
0
1,556,360,600,000,000
1,556,360,600,000,000
0
Benign
6
12
1
1
0
0
0
0
0
0
0
0
0
0
0
166,666.666667
12
0
12
12
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
83,333.336
83,333.336
0
0
0
0
0
1
0
0
0
2
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
256
1,024
0
20
0
0
0
0
1,556,346,200,000,000
0
1,556,346,200,000,000
1,556,346,200,000,000
1
injection
6
188,873
7
4
4,162
1,838
1,448
0
594.5714
744.03827
1,448
0
459.5
684.1644
31,767.379
58.240193
18,887.3
55,768.574
177,341
3
188,873
31,478.834
71,598.85
177,341
3
11,297
3,765.6667
5,757.1055
10,394
12
0
0
0
0
232
136
37.06194
21.178251
0
1,448
500
677.2248
458,633.47
1
2
0
2
10
0
0
0
0
545.4545
594.5714
459.5
0
0
0
6,000
5
536,336
0
378
0
167
29,200
292
3
32
0
0
0
0
1,556,346,000,000,000
0
1,556,346,000,000,000
1,556,346,000,000,000
1
injection
6
338
1
1
0
0
0
0
0
0
0
0
0
0
0
5,917.159763
338
0
338
338
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
2,958.5798
2,958.5798
0
0
0
0
0
1
0
0
0
2
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
256
8,212
0
20
0
0
0
0
1,556,368,500,000,000
0
1,556,368,500,000,000
1,556,368,500,000,000
1
xss
6
128,327
5
3
327
522
327
0
65.4
146.23885
522
0
174
301.37683
6,615.911
62.340739
18,332.428
46,256.375
123,224
123
128,327
32,081.75
60,773.84
123,224
123
3,360
1,680
227.68839
1,841
1,519
0
0
0
0
168
104
38.962963
23.377777
0
522
94.333336
193.43086
37,415.5
1
2
0
2
7
0
0
0
0
106.125
65.4
174
0
0
0
0
0
0
0
40
0
65
29,200
235
1
32
0
0
0
0
1,556,364,000,000,000
0
1,556,364,000,000,000
1,556,364,000,000,000
1
xss
6
670,040
5
3
400
322
400
0
80
178.88544
322
0
107.333336
185.90678
1,077.5476
11.939586
95,720
158,035.11
330,997
3
670,040
167,510
184,178.72
331,010
3
331,023
165,511.5
234,054.47
331,013
10
0
0
0
0
168
104
7.462241
4.477345
0
400
80.22222
160.37595
25,720.445
1
2
0
2
7
0
0
0
0
90.25
80
107.333336
0
0
0
0
0
0
0
50
0
40
29,200
54
1
32
0
0
0
0
1,556,362,200,000,000
0
1,556,362,200,000,000
1,556,362,200,000,000
1
xss
6
1,449,793
7
5
3,007
3,582
1,460
0
429.57144
704.6332
1,460
0
716.4
730.6332
4,544.7866
8.277044
131,799.36
418,904.7
1,394,060
4
1,449,793
241,632.17
564,980.3
1,394,060
4
51,306
12,826.5
24,611.055
49,731
24
0
0
0
0
160
112
4.828276
3.448768
0
1,460
506.84616
685.1158
469,383.66
1
2
0
2
11
0
0
0
0
549.0833
429.57144
716.4
0
0
0
6,589
6
131,364
0
250
0
298
29,200
1,026
3
20
0
0
0
0
1,556,360,000,000,000
0
1,556,360,000,000,000
1,556,360,000,000,000
1
password
6
5,126,503
3
3
0
561
0
0
0
0
561
0
187
323.8935
109.43132
1.170388
1,025,300.6
2,178,694
4,921,932
81
204,571
102,285.5
115,566
184,003
20,568
5,126,422
2,563,211
3,449,274
5,002,216
124,206
0
0
0
0
104
104
0.585194
0.585194
0
561
80.14286
212.03807
44,960.145
1
2
0
1
5
0
0
0
1
93.5
0
187
0
0
0
0
0
0
0
0
0
93
29,200
235
0
32
0
0
0
0
1,556,341,700,000,000
0
1,556,341,700,000,000
1,556,341,700,000,000
1
injection
6
140
1
1
0
0
0
0
0
0
0
0
0
0
0
14,285.714286
140
0
140
140
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
7,142.857
7,142.857
0
0
0
0
0
1
0
0
0
2
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
114
243
0
32
0
0
0
0
1,556,342,600,000,000
0
1,556,342,600,000,000
1,556,342,600,000,000
0
Benign
6
141,491
5
2
1,900
0
1,448
0
380
628.2929
0
0
0
0
13,428.416
49.473111
23,581.834
41,053.3125
100,412
11
141,491
35,372.75
47,485.098
100,433
11
80
80
0
80
80
0
0
0
0
168
72
35.337936
14.135175
0
1,448
237.5
514.05365
264,251.16
1
2
0
1
6
0
0
0
0
271.42856
380
0
0
0
0
0
0
0
0
271
0
0
29,200
256
2
32
0
0
0
0
1,556,343,000,000,000
0
1,556,343,000,000,000
1,556,343,000,000,000
1
xss
17
3,662
2
2
74
90
37
37
37
0
53
37
45
11.313708
44,784.27
1,092.29929
1,220.6666
1,102.5182
2,433
278
278
278
0
278
278
951
951
0
951
951
0
0
0
0
16
16
546.14966
546.14966
37
53
40.2
7.155417
51.2
0
0
0
0
0
0
0
0
1
50.25
37
45
0
0
0
164
4
44,784
0
18
0
22
0
0
1
8
0
0
0
0
1,556,349,200,000,000
0
1,556,349,200,000,000
1,556,349,200,000,000
1
xss
6
590,177
6
5
2,737
3,492
1,460
0
456.16666
709.05585
1,460
0
698.4
733.41174
10,554.461
18.638476
59,017.7
156,359.36
502,123
7
590,177
118,035.4
216,212.02
502,123
7
52,723
13,180.75
21,775.766
45,442
12
0
0
0
0
140
112
10.166442
8.472034
0
1,460
519.0833
682.1985
465,394.8
1
2
0
2
10
0
0
0
0
566.2727
456.16666
698.4
0
0
0
6,229
5
133,896
0
248
0
317
29,200
1,026
2
20
0
0
0
0
1,556,353,000,000,000
0
1,556,353,000,000,000
1,556,353,000,000,000
1
password
6
65,816,173
6
4
1,804
322
1,448
0
300.66666
579.834
322
0
80.5
161
32.30209
0.151938
7,312,908
21,696,410
65,168,864
11
65,816,172
13,163,235
29,072,476
65,168,864
51
323,228
107,742.664
185,704.56
322,175
11
0
0
0
0
200
136
0.091163
0.060775
0
1,448
193.27272
437.74722
191,622.625
0
2
0
2
9
0
0
0
0
212.6
300.66666
80.5
0
0
0
0
0
0
0
180
0
32
29,200
91
2
32
647,309
0
647,309
647,309
778,170,760,000,000
1,100,499,540,000,000
1,556,341,400,000,000
65,168,864
1
xss
0
119,968,438
3
0
0
0
0
0
0
0
0
0
0
0
0
0.025007
59,984,220
7,360,047
65,188,560
54,779,880
119,968,440
59,984,220
7,360,047
65,188,560
54,779,880
0
0
0
0
0
0
0
0
0
0
0
0.025007
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
518,718,640,000,000
898,446,900,000,000
1,556,155,800,000,000
54,779,880
0
Benign
6
493,488
6
5
2,905
3,548
1,460
0
484.16666
750.08276
1,460
0
709.6
731.4238
13,076.306
22.290309
49,348.8
136,798.45
437,600
5
493,488
98,697.6
190,013.28
437,600
11
25,066
6,266.5
9,014.716
19,125
5
0
0
0
0
140
112
12.15835
10.131959
0
1,460
537.75
701.11005
491,555.28
1
2
0
2
10
0
0
0
0
586.63635
484.16666
709.6
0
0
0
6,453
5
332,183
0
264
0
322
29,200
1,026
2
20
0
0
0
0
1,556,355,500,000,000
0
1,556,355,500,000,000
1,556,355,500,000,000
1
xss
17
4,856
2
2
80
112
40
40
40
0
72
40
56
22.627417
39,538.715
823.723229
1,618.6666
2,014.6549
3,876
3
3
3
0
3
3
977
977
0
977
977
0
0
0
0
16
16
411.8616
411.8616
40
72
46.4
14.310835
204.8
0
0
0
0
0
0
0
0
1
58
40
56
0
0
0
192
4
39,538
0
20
0
28
0
0
1
8
0
0
0
0
1,556,366,500,000,000
0
1,556,366,500,000,000
1,556,366,500,000,000
1
xss
17
78,629,786
4
4
154
202
40
37
38.5
1.732051
72
37
50.5
15.926916
4.527546
0.101743
11,232,827
29,714,172
78,618,230
3
78,625,856
26,208,618
45,394,532
78,625,704
3
78,622,200
26,207,400
45,391,284
78,620,744
34
0
0
0
0
32
32
0.050871
0.050871
37
72
43.666668
11.768602
138.5
0
0
0
0
0
0
0
0
1
49.125
38.5
50.5
0
0
0
178
4
30,814
0
19
0
25
0
0
3
8
7,617
0
7,617
7,617
778,173,050,000,000
1,100,502,700,000,000
1,556,346,000,000,000
78,618,230
1
xss
6
57,621
4
4
252
1,282
252
0
63
126
883
0
320.5
419.5271
26,622.238
138.838271
8,231.571
20,776.262
55,345
19
57,100
19,033.334
31,465.861
55,364
465
56,989
18,996.334
32,434.97
56,449
245
0
0
0
0
100
92
69.419136
69.419136
0
883
170.44444
304.32965
92,616.53
1
2
0
3
7
0
0
0
1
191.75
63
320.5
0
0
0
0
0
0
0
31
0
160
29,200
1,025
1
20
0
0
0
0
1,556,350,400,000,000
0
1,556,350,400,000,000
1,556,350,400,000,000
1
xss
6
763,422
7
5
2,932
322
1,448
0
418.85715
703.1613
322
0
64.4
144.00278
4,262.387
15.718698
69,402
130,810.125
330,678
3
763,422
127,237
159,527.77
330,714
12
331,345
82,836.25
165,650.5
331,312
3
0
0
0
0
232
180
9.169241
6.549458
0
1,448
250.3077
538.81714
290,323.9
1
2
0
2
11
0
0
0
0
271.16666
418.85715
64.4
0
0
0
3,254
4
9,836
0
244
0
26
29,200
91
3
32
0
0
0
0
1,556,350,100,000,000
0
1,556,350,100,000,000
1,556,350,100,000,000
1
xss
6
268,725
7
4
3,940
1,764
1,448
0
562.8571
714.80615
1,448
0
441
687.66174
21,226.16
40.93404
26,872.5
59,077.04
192,681
4
268,725
44,787.5
73,538.68
192,681
4
61,897
20,632.334
24,996.412
48,557
347
0
0
0
0
232
136
26.048935
14.885105
0
1,448
475.33334
658.41425
433,509.34
1
2
0
2
10
0
0
0
0
518.5455
562.8571
441
0
0
0
5,704
5
405,084
0
358
0
160
29,200
288
3
32
0
0
0
0
1,556,360,500,000,000
0
1,556,360,500,000,000
1,556,360,500,000,000
1
xss
6
137,586
6
3
2,152
1,167
1,448
0
358.66666
603.4019
1,167
0
389
673.76776
24,123.094
65.413632
17,198.25
39,778.598
114,850
4
137,586
27,517.2
49,142.02
114,850
12
12,255
6,127.5
8,245.572
11,958
297
0
0
0
0
200
104
43.60909
21.804544
0
1,448
331.9
562.99133
316,959.22
1
2
0
2
8
0
0
0
0
368.77777
358.66666
389
0
0
0
0
0
0
0
239
0
129
29,200
260
2
32
0
0
0
0
1,556,360,500,000,000
0
1,556,360,500,000,000
1,556,360,500,000,000
1
password
6
1,116
2
0
0
0
0
0
0
0
0
0
0
0
0
1,792.114695
1,116
0
1,116
1,116
1,116
1,116
0
1,116
1,116
0
0
0
0
0
0
0
0
0
40
0
1,792.1147
0
0
0
0
0
0
1
0
0
0
2
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
8,212
0
0
20
0
0
0
0
1,556,346,000,000,000
0
1,556,346,000,000,000
1,556,346,000,000,000
0
Benign
6
151
1
1
0
0
0
0
0
0
0
0
0
0
0
13,245.033113
151
0
151
151
0
0
0
0
0
0
0
0
0
0
0
0
0
0
32
32
6,622.5166
6,622.5166
0
0
0
0
0
1
0
0
0
2
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
261
251
0
32
0
0
0
0
1,556,361,500,000,000
0
1,556,361,500,000,000
1,556,361,500,000,000
0
Benign
6
2,737
1
1
0
0
0
0
0
0
0
0
0
0
0
730.727073
2,737
0
2,737
2,737
0
0
0
0
0
0
0
0
0
0
0
0
0
0
20
20
365.36353
365.36353
0
0
0
0
0
1
0
0
0
2
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
256
8,212
0
20
0
0
0
0
1,556,345,200,000,000
0
1,556,345,200,000,000
1,556,345,200,000,000
1
xss
17
3,584
2
2
80
112
40
40
40
0
72
40
56
22.627417
53,571.43
1,116.071429
1,194.6666
1,119.522
2,238
12
12
12
0
12
12
1,334
1,334
0
1,334
1,334
0
0
0
0
16
16
558.0357
558.0357
40
72
46.4
14.310835
204.8
0
0
0
0
0
0
0
0
1
58
40
56
0
0
0
192
4
53,571
0
20
0
28
0
0
1
8
0
0
0
0
1,556,346,100,000,000
0
1,556,346,100,000,000
1,556,346,100,000,000
1
xss
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