iot23.yaml

name: IoT-23
dataset: data/ctu_1-8-34.csv
desc: sampled from IoT-23 malware captures 1-1, 8-1, 34-1

dnn:
  layers: [ 64, 32 ]

zoo:
  confidence: 0.8

pgd:
  num_random_init: 100

cpgd:
  feat_file: "data/feature_iot.csv"


constraints:
  immutable:
    - proto=udp
    - proto=tcp
    - proto=icmp
    - conn_state=S0
    - conn_state=SF
    - conn_state=other
    - history=D
    - history=Dd
    - history=S
    - history=other
  predicates:
    - orig_pkts <= orig_ip_bytes
    - resp_pkts <= resp_ip_bytes
    - int(conn_state=S0) != 1 or int(resp_pkts) == int(resp_ip_bytes) == 0
    - int(proto=tcp) != 1 or int(orig_pkts) == 0 or orig_ip_bytes >= 20
    - int(proto=tcp) != 1 or int(resp_pkts) == 0 or resp_ip_bytes >= 20
    - int(proto=tcp) != 1 or orig_pkts >= resp_pkts or orig_ip_bytes < resp_ip_bytes or int(conn_state=other) != 1
    - int(proto=udp) != 1 or orig_pkts >= resp_pkts or (int(history=Dd) == 1 and int(conn_state=SF) == 1)
    - int(proto=udp) != 1 or orig_pkts < resp_pkts or orig_ip_bytes >= resp_ip_bytes or int(conn_state=SF) == 1