Hugging Face's logo

Datasets:
JimXie
/
IIoTset

Tasks:
Text Classification
Token Classification
Feature Extraction
Languages:
English
Size:
100M<n<1B
Tags:
IoT
Security
pcap
network
traffic
Network Attack
License:
Dataset card Files Community
Dataset Viewer
Full Screen
The dataset viewer is not available for this subset.
Cannot get the split names for the config 'default' of the dataset.
Exception:    SplitsNotFoundError
Message:      The split names could not be parsed from the dataset config.
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/inspect.py", line 298, in get_dataset_config_info
                  for split_generator in builder._split_generators(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/packaged_modules/webdataset/webdataset.py", line 87, in _split_generators
                  inferred_arrow_schema = pa.concat_tables(pa_tables, promote_options="default").schema
                File "pyarrow/table.pxi", line 5317, in pyarrow.lib.concat_tables
                File "pyarrow/error.pxi", line 154, in pyarrow.lib.pyarrow_internal_check_status
                File "pyarrow/error.pxi", line 91, in pyarrow.lib.check_status
              pyarrow.lib.ArrowTypeError: struct fields don't match or are in the wrong order: Input fields: struct<Label: string, _ws.expert.group: string, _ws.expert.message: string, _ws.expert.severity: string, arp.dst.hw_mac: string, arp.dst.proto_ipv4: string, arp.hw.size: string, arp.hw.type: string, arp.opcode: string, arp.proto.size: string, arp.proto.type: string, arp.src.hw_mac: string, arp.src.proto_ipv4: string, dns.a: string, dns.count.add_rr: string, dns.count.answers: string, dns.count.auth_rr: string, dns.count.labels: string, dns.count.queries: string, dns.flags: string, dns.flags.authenticated: string, dns.flags.authoritative: string, dns.flags.checkdisable: string, dns.flags.opcode: string, dns.flags.rcode: string, dns.flags.recavail: string, dns.flags.recdesired: string, dns.flags.response: string, dns.flags.truncated: string, dns.flags.z: string, dns.id: string, dns.qry.class: string, dns.qry.name: string, dns.qry.name.len: string, dns.qry.type: string, dns.resp.cache_flush: string, dns.resp.class: string, dns.resp.len: string, dns.resp.name: string, dns.resp.ttl: string, dns.resp.type: string, dns.response_to: string, dns.time: string, dns.unsolicited: string, eth.addr: string, eth.addr.oui: string, eth.addr.oui_resolved: string, eth.addr_resolved: string, eth.dst: string, eth.dst.ig: string, eth.dst.lg: string, eth.dst.oui: string, eth.dst.oui_resolved: string, eth.dst_resolved: string, eth.ig: string, eth.lg: string, eth.src: string, eth.src.ig: string, eth.src.lg: string, eth.src.oui: string, eth.src.oui_resolved: string, eth.src_resolved: string, eth.type: string, frame.cap_len: string, frame.encap_type: string, frame.ignored: string, frame.interface_id: string, frame.interface_name: string, frame.len: string, frame.marked: string, frame.number: string, frame.offset_shift: string, frame.protocols: string, frame.section_number: string, frame.time: string, frame.time_delta: string, frame.time_delta_displayed: string, frame.time_epoch: string, frame.time_relative: string, frame.time_utc: string, ip.addr: string, ip.checksum: string, ip.checksum.status: string, ip.dsfield: string, ip.dsfield.dscp: string, ip.dsfield.ecn: string, ip.dst: string, ip.dst_host: string, ip.flags: string, ip.flags.df: string, ip.flags.mf: string, ip.flags.rb: string, ip.frag_offset: string, ip.hdr_len: string, ip.host: string, ip.id: string, ip.len: string, ip.proto: string, ip.src: string, ip.src_host: string, ip.ttl: string, ip.version: string, mqtt.clientid: string, mqtt.clientid_len: string, mqtt.conack.flags: string, mqtt.conack.flags.reserved: string, mqtt.conack.flags.sp: string, mqtt.conack.val: string, mqtt.conflag.cleansess: string, mqtt.conflag.passwd: string, mqtt.conflag.qos: string, mqtt.conflag.reserved: string, mqtt.conflag.retain: string, mqtt.conflag.uname: string, mqtt.conflag.willflag: string, mqtt.conflags: string, mqtt.dupflag: string, mqtt.hdr_reserved: string, mqtt.hdrflags: string, mqtt.kalive: string, mqtt.len: string, mqtt.msg: string, mqtt.msgtype: string, mqtt.proto_len: string, mqtt.protoname: string, mqtt.qos: string, mqtt.retain: string, mqtt.topic: string, mqtt.topic_len: string, mqtt.ver: string, tcp.ack: string, tcp.ack_raw: string, tcp.analysis.ack_rtt: string, tcp.analysis.acks_frame: string, tcp.analysis.bytes_in_flight: string, tcp.analysis.duplicate_ack: string, tcp.analysis.duplicate_ack_frame: string, tcp.analysis.duplicate_ack_num: string, tcp.analysis.initial_rtt: string, tcp.analysis.push_bytes_sent: string, tcp.analysis.zero_window: string, tcp.checksum: string, tcp.checksum.status: string, tcp.completeness: string, tcp.completeness.ack: string, tcp.completeness.data: string, tcp.completeness.fin: string, tcp.completeness.rst: string, tcp.completeness.str: string, tcp.completeness.syn: string, tcp.completeness.syn-ack: string, tcp.connection.fin: string, tcp.connection.fin_active: string, tcp.connection.fin_passive: string, tcp.connection.rst: string, tcp.connection.syn: string, tcp.connection.synack: string, tcp.dstport: string, tcp.flags: string, tcp.flags.ack: string, tcp.flags.ae: string, tcp.flags.cwr: string, tcp.flags.ece: string, tcp.flags.fin: string, tcp.flags.push: string, tcp.flags.res: string, tcp.flags.reset: string, tcp.flags.str: string, tcp.flags.syn: string, tcp.flags.urg: string, tcp.hdr_len: string, tcp.len: string, tcp.nxtseq: string, tcp.option_kind: string, tcp.option_len: string, tcp.options: string, tcp.options.mss: string, tcp.options.mss_val: string, tcp.options.nop: string, tcp.options.sack_perm: string, tcp.options.wscale: string, tcp.options.wscale.multiplier: string, tcp.options.wscale.shift: string, tcp.payload: string, tcp.pdu.size: string, tcp.port: string, tcp.seq: string, tcp.seq_raw: string, tcp.srcport: string, tcp.stream: string, tcp.time_delta: string, tcp.time_relative: string, tcp.urgent_pointer: string, tcp.window_size: string, tcp.window_size_scalefactor: string, tcp.window_size_value: string, udp.checksum: string, udp.checksum.status: string, udp.dstport: string, udp.length: string, udp.payload: string, udp.port: string, udp.srcport: string, udp.stream: string, udp.time_delta: string, udp.time_relative: string> output fields: struct<Label: string, _ws.expert.group: string, _ws.expert.message: string, _ws.expert.severity: string, arp.dst.hw_mac: string, arp.dst.proto_ipv4: string, arp.hw.size: string, arp.hw.type: string, arp.opcode: string, arp.proto.size: string, arp.proto.type: string, arp.src.hw_mac: string, arp.src.proto_ipv4: string, dns.a: string, dns.count.add_rr: string, dns.count.answers: string, dns.count.auth_rr: string, dns.count.labels: string, dns.count.queries: string, dns.flags: string, dns.flags.authenticated: string, dns.flags.authoritative: string, dns.flags.checkdisable: string, dns.flags.opcode: string, dns.flags.rcode: string, dns.flags.recavail: string, dns.flags.recdesired: string, dns.flags.response: string, dns.flags.truncated: string, dns.flags.z: string, dns.id: string, dns.qry.class: string, dns.qry.name: string, dns.qry.name.len: string, dns.qry.type: string, dns.resp.cache_flush: string, dns.resp.class: string, dns.resp.len: string, dns.resp.name: string, dns.resp.ttl: string, dns.resp.type: string, dns.response_to: string, dns.time: string, dns.unsolicited: string, eth.addr: string, eth.addr.oui: string, eth.addr.oui_resolved: string, eth.addr_resolved: string, eth.dst: string, eth.dst.ig: string, eth.dst.lg: string, eth.dst.oui: string, eth.dst.oui_resolved: string, eth.dst_resolved: string, eth.ig: string, eth.lg: string, eth.src: string, eth.src.ig: string, eth.src.lg: string, eth.src.oui: string, eth.src.oui_resolved: string, eth.src_resolved: string, eth.type: string, frame.cap_len: string, frame.encap_type: string, frame.ignored: string, frame.interface_id: string, frame.interface_name: string, frame.len: string, frame.marked: string, frame.number: string, frame.offset_shift: string, frame.protocols: string, frame.section_number: string, frame.time: string, frame.time_delta: string, frame.time_delta_displayed: string, frame.time_epoch: string, frame.time_relative: string, frame.time_utc: string, ip.addr: string, ip.checksum: string, ip.checksum.status: string, ip.dsfield: string, ip.dsfield.dscp: string, ip.dsfield.ecn: string, ip.dst: string, ip.dst_host: string, ip.flags: string, ip.flags.df: string, ip.flags.mf: string, ip.flags.rb: string, ip.frag_offset: string, ip.hdr_len: string, ip.host: string, ip.id: string, ip.len: string, ip.proto: string, ip.src: string, ip.src_host: string, ip.ttl: string, ip.version: string, mqtt.clientid: string, mqtt.clientid_len: string, mqtt.conack.flags: string, mqtt.conack.flags.reserved: string, mqtt.conack.flags.sp: string, mqtt.conack.val: string, mqtt.conflag.cleansess: string, mqtt.conflag.passwd: string, mqtt.conflag.qos: string, mqtt.conflag.reserved: string, mqtt.conflag.retain: string, mqtt.conflag.uname: string, mqtt.conflag.willflag: string, mqtt.conflags: string, mqtt.dupflag: string, mqtt.hdr_reserved: string, mqtt.hdrflags: string, mqtt.kalive: string, mqtt.len: string, mqtt.msg: string, mqtt.msgtype: string, mqtt.proto_len: string, mqtt.protoname: string, mqtt.qos: string, mqtt.retain: string, mqtt.topic: string, mqtt.topic_len: string, mqtt.ver: string, tcp.ack: string, tcp.ack_raw: string, tcp.analysis.ack_rtt: string, tcp.analysis.acks_frame: string, tcp.analysis.bytes_in_flight: string, tcp.analysis.duplicate_ack: string, tcp.analysis.duplicate_ack_frame: string, tcp.analysis.duplicate_ack_num: string, tcp.analysis.initial_rtt: string, tcp.analysis.push_bytes_sent: string, tcp.analysis.zero_window: string, tcp.checksum: string, tcp.checksum.status: string, tcp.completeness: string, tcp.completeness.ack: string, tcp.completeness.data: string, tcp.completeness.fin: string, tcp.completeness.rst: string, tcp.completeness.str: string, tcp.completeness.syn: string, tcp.completeness.syn-ack: string, tcp.connection.fin: string, tcp.connection.fin_active: string, tcp.connection.fin_passive: string, tcp.connection.rst: string, tcp.connection.syn: string, tcp.connection.synack: string, tcp.dstport: string, tcp.flags: string, tcp.flags.ack: string, tcp.flags.ae: string, tcp.flags.cwr: string, tcp.flags.ece: string, tcp.flags.fin: string, tcp.flags.push: string, tcp.flags.res: string, tcp.flags.reset: string, tcp.flags.str: string, tcp.flags.syn: string, tcp.flags.urg: string, tcp.hdr_len: string, tcp.len: string, tcp.nxtseq: string, tcp.option_kind: string, tcp.option_len: string, tcp.options: string, tcp.options.mss: string, tcp.options.mss_val: string, tcp.options.nop: string, tcp.options.sack_perm: string, tcp.options.wscale: string, tcp.options.wscale.multiplier: string, tcp.options.wscale.shift: string, tcp.payload: string, tcp.pdu.size: string, tcp.port: string, tcp.seq: string, tcp.seq_raw: string, tcp.srcport: string, tcp.stream: string, tcp.time_delta: string, tcp.time_relative: string, tcp.urgent_pointer: string, tcp.window_size: string, tcp.window_size_scalefactor: string, tcp.window_size_value: string, udp.checksum: string, udp.checksum.status: string, udp.dstport: string, udp.length: string, udp.payload: string, udp.port: string, udp.srcport: string, udp.stream: string, udp.time_delta: string, udp.time_relative: string, icmpv6.checksum: string, icmpv6.checksum.status: string, icmpv6.code: string, icmpv6.mld.maximum_response_delay: string, icmpv6.mld.multicast_address: string, icmpv6.reserved: string, icmpv6.type: string, igmp.checksum: string, igmp.checksum.status: string, igmp.maddr: string, igmp.max_resp: string, igmp.type: string, igmp.version: string, ip.opt.len: string, ip.opt.ra: string, ip.opt.type: string, ip.opt.type.class: string, ip.opt.type.copy: string, ip.opt.type.number: string, ip.options.routeralert: string, ipv6.addr: string, ipv6.dst: string, ipv6.dst_host: string, ipv6.flow: string, ipv6.hlim: string, ipv6.hopopts.len: string, ipv6.hopopts.len_oct: string, ipv6.hopopts.nxt: string, ipv6.host: string, ipv6.nxt: string, ipv6.opt.length: string, ipv6.opt.padn: string, ipv6.opt.type: string, ipv6.opt.type.action: string, ipv6.opt.type.change: string, ipv6.opt.type.rest: string, ipv6.plen: string, ipv6.src: string, ipv6.src_host: string, ipv6.tclass: string, ipv6.tclass.dscp: string, ipv6.tclass.ecn: string, ipv6.version: string, udp.possible_traceroute: string, ipv6.opt.pad1: string, browser.command: string, browser.comment: string, browser.os_major: string, browser.os_minor: string, browser.period: string, browser.proto_major: string, browser.proto_minor: string, browser.server: string, browser.server_type: string, browser.server_type.apple: string, browser.server_type.backup_controller: string, browser.server_type.browser.backup: string, browser.server_type.browser.domain_master: string, browser.server_type.browser.master: string, browser.server_type.browser.potential: string, browser.server_type.dfs: string, browser.server_type.dialin: string, browser.server_type.domain_controller: string, browser.server_type.domainenum: string, browser.server_type.local: string, browser.server_type.member: string, browser.server_type.novell: string, browser.server_type.nts: string, browser.server_type.ntw: string, browser.server_type.osf: string, browser.server_type.print: string, browser.server_type.server: string, browser.server_type.sql: string, browser.server_type.time: string, browser.server_type.vms: string, browser.server_type.w95: string, browser.server_type.wfw: string, browser.server_type.workstation: string, browser.server_type.xenix: string, browser.sig: string, browser.update_count: string, browser.windows_version: string, mailslot.class: string, mailslot.name: string, mailslot.opcode: string, mailslot.priority: string, mailslot.size: string, nbdgm.destination_name: string, nbdgm.dgram_id: string, nbdgm.dgram_len: string, nbdgm.first: string, nbdgm.flags: string, nbdgm.next: string, nbdgm.node_type: string, nbdgm.pkt_offset: string, nbdgm.source_name: string, nbdgm.src.ip: string, nbdgm.src.port: string, nbdgm.type: string, smb.bcc: string, smb.cmd: string, smb.data_offset: string, smb.dc: string, smb.error_class: string, smb.error_code: string, smb.flags: string, smb.flags.canon: string, smb.flags.caseless: string, smb.flags.lock: string, smb.flags.notify: string, smb.flags.oplock: string, smb.flags.receive_buffer: string, smb.flags.response: string, smb.flags2: string, smb.flags2.compressed: string, smb.flags2.dfs: string, smb.flags2.ea: string, smb.flags2.esn: string, smb.flags2.long_names_allowed: string, smb.flags2.long_names_used: string, smb.flags2.nt_error: string, smb.flags2.reparse_path: string, smb.flags2.roe: string, smb.flags2.sec_sig: string, smb.flags2.sec_sig_required: string, smb.flags2.string: string, smb.mdc: string, smb.mid: string, smb.mpc: string, smb.msc: string, smb.pc: string, smb.pid: string, smb.pid.high: string, smb.po: string, smb.reserved: string, smb.sc: string, smb.server_component: string, smb.signature: string, smb.tdc: string, smb.tid: string, smb.timeout: string, smb.tpc: string, smb.trans_name: string, smb.transaction.flags: string, smb.transaction.flags.dtid: string, smb.transaction.flags.owt: string, smb.uid: string, smb.wct: string, dns.qry.qu: string, nbns.class: string, nbns.count.add_rr: string, nbns.count.answers: string, nbns.count.auth_rr: string, nbns.count.queries: string, nbns.flags: string, nbns.flags.broadcast: string, nbns.flags.opcode: string, nbns.flags.recdesired: string, nbns.flags.response: string, nbns.flags.truncated: string, nbns.id: string, nbns.name: string, nbns.type: string, tcp.analysis.retransmission: string, tcp.analysis.rto: string, tcp.analysis.rto_frame: string, tcp.options.sack: string, tcp.options.sack.count: string, tcp.options.sack.dsack: string, tcp.options.sack.dsack_le: string, tcp.options.sack.dsack_re: string, tcp.options.sack_le: string, tcp.options.sack_re: string, tcp.segment_data: string>
              
              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/split_names.py", line 65, in compute_split_names_from_streaming_response
                  for split in get_dataset_split_names(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/inspect.py", line 352, in get_dataset_split_names
                  info = get_dataset_config_info(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/inspect.py", line 303, in get_dataset_config_info
                  raise SplitsNotFoundError("The split names could not be parsed from the dataset config.") from err
              datasets.inspect.SplitsNotFoundError: The split names could not be parsed from the dataset config.

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

This dataset is generated from dataset Edge-IIoTset (covert and label pcap files to json format) for research purpose.

You can download Edge-IIoTset from https://ieee-dataport.org/documents/edge-iiotset-new-comprehensive-realistic-cyber-security-dataset-iot-and-iiot-applications

  1. pcap-json.tar.gz: Json format (without labels) for pcap files of Edge-IIoTset.
  2. dataset.tar.gz: Json format (with labels) for pcap files of Edge-IIoTset.

Research for https://github.com/jim-xie-cn/Research-SSPE-COPA

  1. sample.tar.gz: Selected samples for AI model training and testing.
  2. features.tar.gz: Selected feature for AI model training and testing.
  3. performance.tar.gz: AI model evaluation result.
Downloads last month
0
Edit dataset card