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NF-CICIDS2018-v3.parquet

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+version https://git-lfs.github.com/spec/v1
+oid sha256:cd4f64d381eebe56029876868bc7dc1f96f4e681b38d154c9a465b0388b51636
+size 809943210

NetFlow_v3_Features.csv

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+Feature,Description
+IPV4_SRC_ADDR,IPv4 source address
+IPV4_DST_ADDR,IPv4 destination address
+L4_SRC_PORT,IPv4 source port number
+L4_DST_PORT,IPv4 destination port number
+PROTOCOL,IP protocol identifier byte
+L7_PROTO,Layer 7 protocol (numeric)
+IN_BYTES,Incoming number of bytes
+OUT_BYTES,Outgoing number of bytes
+IN_PKTS,Incoming number of packets
+OUT_PKTS,Outgoing number of packets
+FLOW_DURATION_MILLISECONDS,Flow duration in milliseconds
+TCP_FLAGS,Cumulative of all TCP flags
+CLIENT_TCP_FLAGS,Cumulative of all client TCP flags
+SERVER_TCP_FLAGS,Cumulative of all server TCP flags
+DURATION_IN,Client to Server stream duration (msec)
+DURATION_OUT,Client to Server stream duration (msec)
+MIN_TTL,Min flow TTL
+MAX_TTL,Max flow TTL
+LONGEST_FLOW_PKT,Longest packet (bytes) of the flow
+SHORTEST_FLOW_PKT,Shortest packet (bytes) of the flow
+MIN_IP_PKT_LEN,Len of the smallest flow IP packet observed
+MAX_IP_PKT_LEN,Len of the largest flow IP packet observed
+SRC_TO_DST_SECOND_BYTES,Src to dst Bytes/sec
+DST_TO_SRC_SECOND_BYTES,Dst to src Bytes/sec
+RETRANSMITTED_IN_BYTES,Number of retransmitted TCP flow bytes (src->dst)
+RETRANSMITTED_IN_PKTS,Number of retransmitted TCP flow packets (src->dst)
+RETRANSMITTED_OUT_BYTES,Number of retransmitted TCP flow bytes (dst->src)
+RETRANSMITTED_OUT_PKTS,Number of retransmitted TCP flow packets (dst->src)
+SRC_TO_DST_AVG_THROUGHPUT,Src to dst average thpt (bps)
+DST_TO_SRC_AVG_THROUGHPUT,Dst to src average thpt (bps)
+NUM_PKTS_UP_TO_128_BYTES,Packets whose IP size <= 128
+NUM_PKTS_128_TO_256_BYTES,Packets whose IP size > 128 and <= 256
+NUM_PKTS_256_TO_512_BYTES,Packets whose IP size > 256 and <= 512
+NUM_PKTS_512_TO_1024_BYTES,Packets whose IP size > 512 and <= 1024
+NUM_PKTS_1024_TO_1514_BYTES,Packets whose IP size >��1024 and <= 1514
+TCP_WIN_MAX_IN,Max TCP Window (src->dst)
+TCP_WIN_MAX_OUT,Max TCP Window (dst->src)
+ICMP_TYPE,ICMP Type * 256 + ICMP code
+ICMP_IPV4_TYPE,ICMP Type
+DNS_QUERY_ID,DNS query transaction Id
+DNS_QUERY_TYPE,"DNS query type (e.g. 1=A, 2=NS..)"
+DNS_TTL_ANSWER,TTL of the first A record (if any)
+FTP_COMMAND_RET_CODE,FTP client command return code
+FLOW_START_MILLISECONDS,Flow start timestamp in milliseconds
+FLOW_END_MILLISECONDS,Flow end timestamp in milliseconds
+SRC_TO_DST_IAT_MIN                ,Minimum Inter-Packet Arrval Time (src->dst)
+SRC_TO_DST_IAT_MAX                ,Maximum Inter-Packet Arrval Time (src->dst)
+SRC_TO_DST_IAT_AVG                ,Average Inter-Packet Arrval Time (src->dst)
+SRC_TO_DST_IAT_STDDEV             ,Sandard Deviaion Inter-Packet Arrval Time (src->dst)
+DST_TO_SRC_IAT_MIN                ,Minimum Inter-Packet Arrval Time (dst > src)
+DST_TO_SRC_IAT_MAX                ,Minimum Inter-Packet Arrval Time  (dst > src)
+DST_TO_SRC_IAT_AVG                ,Minimum Inter-Packet Arrval Time  (dst > src)
+DST_TO_SRC_IAT_STDDEV             ,Minimum Inter-Packet Arrval Time  (dst > src)