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nr-network-known-class-detector

Joblib
scikit-learn
cybersecurity
blockchain
network-security
validator-security
anomaly-detection
intrusion-detection
ddos
cve
Model card Files
xet
 Community
nr-network-known-class-detector
File size: 2,960 Bytes
215671c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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[
  {
    "label": "bitcoin:btc_invdos_flood",
    "expect": "attack",
    "feat": {
      "pcap.bytes_per_s": 79402.155,
      "pcap.distinct_dst_ips": 1.0,
      "pcap.distinct_src_dst_pairs": 295.0,
      "pcap.distinct_src_ips": 1.0,
      "pcap.duration_s": 7.679,
      "pcap.mean_packet_size": 111.385,
      "pcap.packet_count": 5474.0,
      "pcap.packets_per_s": 712.862,
      "pcap.rst_fraction": 0.056,
      "pcap.syn_to_handshake_ratio": 0.402,
      "pcap.tcp_fin": 1.0,
      "pcap.tcp_handshake_ack": 1463.0,
      "pcap.tcp_rst": 308.0,
      "pcap.tcp_syn": 588.0,
      "pcap.tcp_syn_ack": 294.0,
      "pcap.tcp_total_packets": 5474.0,
      "pcap.top_dst_port": 18444.0,
      "pcap.top_dst_port_fraction": 0.484,
      "pcap.top_src_port": 18444.0,
      "pcap.top_src_port_fraction": 0.516,
      "pcap.total_bytes": 609722.0,
      "pcap.unique_dst_ports": 5.0,
      "pcap.unique_src_ports": 5.0,
      "resp.count": 0.0,
      "resp.resp_bytes_total": 0.0
    }
  },
  {
    "label": "solana:sol_tpu_quic_initial_cpu",
    "expect": "attack",
    "feat": {
      "pcap.bytes_per_s": 13828.406,
      "pcap.distinct_dst_ips": 0.0,
      "pcap.distinct_src_dst_pairs": 0.0,
      "pcap.distinct_src_ips": 0.0,
      "pcap.duration_s": 7.035,
      "pcap.mean_packet_size": 256.0,
      "pcap.packet_count": 380.0,
      "pcap.packets_per_s": 54.017,
      "pcap.rst_fraction": 0.0,
      "pcap.syn_to_handshake_ratio": 0.0,
      "pcap.tcp_fin": 0.0,
      "pcap.tcp_handshake_ack": 0.0,
      "pcap.tcp_rst": 0.0,
      "pcap.tcp_syn": 0.0,
      "pcap.tcp_syn_ack": 0.0,
      "pcap.tcp_total_packets": 0.0,
      "pcap.top_dst_port": 0.0,
      "pcap.top_dst_port_fraction": 0.0,
      "pcap.top_src_port": 0.0,
      "pcap.top_src_port_fraction": 0.0,
      "pcap.total_bytes": 97280.0,
      "pcap.unique_dst_ports": 0.0,
      "pcap.unique_src_ports": 0.0,
      "resp.count": 0.0,
      "resp.resp_bytes_total": 0.0
    }
  },
  {
    "label": "bitcoin:benign_bitcoin_mixed_normal",
    "expect": "benign",
    "feat": {
      "pcap.bytes_per_s": 22167.878,
      "pcap.distinct_dst_ips": 1.0,
      "pcap.distinct_src_dst_pairs": 75.0,
      "pcap.distinct_src_ips": 1.0,
      "pcap.duration_s": 7.252,
      "pcap.mean_packet_size": 112.416,
      "pcap.packet_count": 1430.0,
      "pcap.packets_per_s": 197.195,
      "pcap.rst_fraction": 0.055,
      "pcap.syn_to_handshake_ratio": 0.493,
      "pcap.tcp_fin": 5.0,
      "pcap.tcp_handshake_ack": 300.0,
      "pcap.tcp_rst": 78.0,
      "pcap.tcp_syn": 148.0,
      "pcap.tcp_syn_ack": 74.0,
      "pcap.tcp_total_packets": 1430.0,
      "pcap.top_dst_port": 18444.0,
      "pcap.top_dst_port_fraction": 0.517,
      "pcap.top_src_port": 18444.0,
      "pcap.top_src_port_fraction": 0.483,
      "pcap.total_bytes": 160755.0,
      "pcap.unique_dst_ports": 5.0,
      "pcap.unique_src_ports": 5.0,
      "resp.count": 0.0,
      "resp.resp_bytes_total": 0.0
    }
  }
]