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moving all repos to /opt/antinex for development
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,123 +1,121 @@ | ||
| { | ||
| "label": "Full-Django-AntiNex-Simple-Scaler-DNN", | ||
| "dataset": "/opt/antinex-datasets/v1/webapps/django/training-ready/v1_django_cleaned.csv", | ||
| "ml_type": "classification", | ||
| "publish_to_core": true, | ||
| "predict_feature": "label_value", | ||
| "features_to_process": [ | ||
| "idx", | ||
| "arp_hwlen", | ||
| "arp_hwtype", | ||
| "arp_id", | ||
| "arp_op", | ||
| "arp_plen", | ||
| "arp_ptype", | ||
| "dns_default_aa", | ||
| "dns_default_ad", | ||
| "dns_default_an", | ||
| "dns_default_ancount", | ||
| "dns_default_ar", | ||
| "dns_default_arcount", | ||
| "dns_default_cd", | ||
| "dns_default_id", | ||
| "dns_default_length", | ||
| "dns_default_ns", | ||
| "dns_default_nscount", | ||
| "dns_default_opcode", | ||
| "dns_default_qd", | ||
| "dns_default_qdcount", | ||
| "dns_default_qr", | ||
| "dns_default_ra", | ||
| "dns_default_rcode", | ||
| "dns_default_rd", | ||
| "dns_default_tc", | ||
| "dns_default_z", | ||
| "dns_id", | ||
| "eth_id", | ||
| "eth_type", | ||
| "icmp_addr_mask", | ||
| "icmp_code", | ||
| "icmp_gw", | ||
| "icmp_id", | ||
| "icmp_ptr", | ||
| "icmp_seq", | ||
| "icmp_ts_ori", | ||
| "icmp_ts_rx", | ||
| "icmp_ts_tx", | ||
| "icmp_type", | ||
| "icmp_unused", | ||
| "ip_id", | ||
| "ip_ihl", | ||
| "ip_len", | ||
| "ip_tos", | ||
| "ip_version", | ||
| "ipv6_fl", | ||
| "ipv6_hlim", | ||
| "ipv6_nh", | ||
| "ipv6_plen", | ||
| "ipv6_tc", | ||
| "ipv6_version", | ||
| "ipvsix_id", | ||
| "pad_id", | ||
| "tcp_dport", | ||
| "tcp_fields_options.MSS", | ||
| "tcp_fields_options.NOP", | ||
| "tcp_fields_options.SAckOK", | ||
| "tcp_fields_options.Timestamp", | ||
| "tcp_fields_options.WScale", | ||
| "tcp_id", | ||
| "tcp_seq", | ||
| "tcp_sport", | ||
| "udp_dport", | ||
| "udp_id", | ||
| "udp_len", | ||
| "udp_sport" | ||
| "label": "Full-Django-AntiNex-Simple-Scaler-DNN", | ||
| "dataset": "/opt/antinex/antinex-datasets/v1/webapps/django/training-ready/v1_django_cleaned.csv", | ||
| "ml_type": "classification", | ||
| "publish_to_core": true, | ||
| "predict_feature": "label_value", | ||
| "features_to_process": [ | ||
| "idx", | ||
| "arp_hwlen", | ||
| "arp_hwtype", | ||
| "arp_id", | ||
| "arp_op", | ||
| "arp_plen", | ||
| "arp_ptype", | ||
| "dns_default_aa", | ||
| "dns_default_ad", | ||
| "dns_default_an", | ||
| "dns_default_ancount", | ||
| "dns_default_ar", | ||
| "dns_default_arcount", | ||
| "dns_default_cd", | ||
| "dns_default_id", | ||
| "dns_default_length", | ||
| "dns_default_ns", | ||
| "dns_default_nscount", | ||
| "dns_default_opcode", | ||
| "dns_default_qd", | ||
| "dns_default_qdcount", | ||
| "dns_default_qr", | ||
| "dns_default_ra", | ||
| "dns_default_rcode", | ||
| "dns_default_rd", | ||
| "dns_default_tc", | ||
| "dns_default_z", | ||
| "dns_id", | ||
| "eth_id", | ||
| "eth_type", | ||
| "icmp_addr_mask", | ||
| "icmp_code", | ||
| "icmp_gw", | ||
| "icmp_id", | ||
| "icmp_ptr", | ||
| "icmp_seq", | ||
| "icmp_ts_ori", | ||
| "icmp_ts_rx", | ||
| "icmp_ts_tx", | ||
| "icmp_type", | ||
| "icmp_unused", | ||
| "ip_id", | ||
| "ip_ihl", | ||
| "ip_len", | ||
| "ip_tos", | ||
| "ip_version", | ||
| "ipv6_fl", | ||
| "ipv6_hlim", | ||
| "ipv6_nh", | ||
| "ipv6_plen", | ||
| "ipv6_tc", | ||
| "ipv6_version", | ||
| "ipvsix_id", | ||
| "pad_id", | ||
| "tcp_dport", | ||
| "tcp_fields_options.MSS", | ||
| "tcp_fields_options.NOP", | ||
| "tcp_fields_options.SAckOK", | ||
| "tcp_fields_options.Timestamp", | ||
| "tcp_fields_options.WScale", | ||
| "tcp_id", | ||
| "tcp_seq", | ||
| "tcp_sport", | ||
| "udp_dport", | ||
| "udp_id", | ||
| "udp_len", | ||
| "udp_sport" | ||
| ], | ||
| "ignore_features": [], | ||
| "sort_values": [], | ||
| "seed": 42, | ||
| "test_size": 0.2, | ||
| "batch_size": 32, | ||
| "epochs": 15, | ||
| "num_splits": 2, | ||
| "loss": "binary_crossentropy", | ||
| "optimizer": "adam", | ||
| "metrics": [ | ||
| "accuracy" | ||
| ], | ||
| "histories": [ | ||
| "val_loss", | ||
| "val_acc", | ||
| "loss", | ||
| "acc" | ||
| ], | ||
| "model_desc": { | ||
| "layers": [ | ||
| { | ||
| "num_neurons": 200, | ||
| "init": "uniform", | ||
| "activation": "relu" | ||
| }, | ||
| { | ||
| "num_neurons": 1, | ||
| "init": "uniform", | ||
| "activation": "sigmoid" | ||
| } | ||
| ] | ||
| }, | ||
| "label_rules": { | ||
| "labels": [ | ||
| "not_attack", | ||
| "not_attack", | ||
| "attack" | ||
| ], | ||
| "ignore_features": [ | ||
| ], | ||
| "sort_values": [ | ||
| ], | ||
| "seed": 42, | ||
| "test_size": 0.2, | ||
| "batch_size": 32, | ||
| "epochs": 15, | ||
| "num_splits": 2, | ||
| "loss": "binary_crossentropy", | ||
| "optimizer": "adam", | ||
| "metrics": [ | ||
| "accuracy" | ||
| ], | ||
| "histories": [ | ||
| "val_loss", | ||
| "val_acc", | ||
| "loss", | ||
| "acc" | ||
| ], | ||
| "model_desc": { | ||
| "layers": [ | ||
| { | ||
| "num_neurons": 200, | ||
| "init": "uniform", | ||
| "activation": "relu" | ||
| }, | ||
| { | ||
| "num_neurons": 1, | ||
| "init": "uniform", | ||
| "activation": "sigmoid" | ||
| } | ||
| ] | ||
| }, | ||
| "label_rules": { | ||
| "labels": [ | ||
| "not_attack", | ||
| "not_attack", | ||
| "attack" | ||
| ], | ||
| "label_values": [ | ||
| -1, | ||
| 0, | ||
| 1 | ||
| ] | ||
| }, | ||
| "version": 1 | ||
| "label_values": [ | ||
| -1, | ||
| 0, | ||
| 1 | ||
| ] | ||
| }, | ||
| "version": 1 | ||
| } |
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