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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:
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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.

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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.
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