README.md: Optional rows
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README.md
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@@ -80,50 +80,50 @@ Data type: string - enum(unknown_transport, tcp, udp, icmp). Only TCP and UDP in
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Name: service
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Description: An identification of an application protocol being sent over the connection.
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Data type: string
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Name: duration
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Description: How long the connection lasted.
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Data type: float64 - time interval
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Name: orig_bytes
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Description: The number of payload bytes the originator sent.
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Data type: int64 - uint64 in original
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Name: resp_bytes
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Description:The number of payload bytes the responder sent.
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Data type: int64 - uint64 in original
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Name: conn_state
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Description: Value indicating connection state. (S0, S1, SF, REJ, S2, S3, RSTO, RSTR, RSTOS0, RSTRH, SH, SHR, OTH)
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Data type: string
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Name: missed_bytes
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Description: Indicates the number of bytes missed in content gaps, which is representative of packet loss.
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Data type: int64 - uint64 in original
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Name: history
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Description: Records the state history of connections as a string of letters.
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Data type: string
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Name: orig_pkts
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Description: Number of packets that the originator sent.
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Data type: int64 - uint64 in original
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Name: orig_ip_bytes
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Description: Number of IP level bytes that the originator sent.
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Data type: int64 - uint64 in original
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Name: resp_pkts
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Description: Number of packets that the responder sent.
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Data type: int64 - uint64 in original
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Name: resp_ip_bytes
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Description: Number of IP level bytes that the responder sent.
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Data type: int64 - uint64 in original
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Name: label
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Description: Specifies if data point is
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Data type: string - enum(Malicious, Benign)
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NOTE: ts, uid, id.orig_h, id.resp_h have been removed as they are dataset specific. Models should not be trained with specific timestamps or IP addresses (id.orig_h) using this dataset, as that can lead to over fitting to dataset specific times and addresses.
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Name: service
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Description: An identification of an application protocol being sent over the connection.
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Data type: optional string
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Name: duration
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Description: How long the connection lasted.
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Data type: optional float64 - time interval
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Name: orig_bytes
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Description: The number of payload bytes the originator sent.
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Data type: optional int64 - uint64 in original
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Name: resp_bytes
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Description:The number of payload bytes the responder sent.
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Data type: optional int64 - uint64 in original
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Name: conn_state
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Description: Value indicating connection state. (S0, S1, SF, REJ, S2, S3, RSTO, RSTR, RSTOS0, RSTRH, SH, SHR, OTH)
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Data type: optional string
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Name: missed_bytes
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Description: Indicates the number of bytes missed in content gaps, which is representative of packet loss.
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Data type: optional int64 - uint64 in original. default = 0
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Name: history
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Description: Records the state history of connections as a string of letters.
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Data type: optional string
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Name: orig_pkts
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Description: Number of packets that the originator sent.
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Data type: optional int64 - uint64 in original
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Name: orig_ip_bytes
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Description: Number of IP level bytes that the originator sent.
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Data type: optional int64 - uint64 in original
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Name: resp_pkts
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Description: Number of packets that the responder sent.
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Data type: optional int64 - uint64 in original
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Name: resp_ip_bytes
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Description: Number of IP level bytes that the responder sent.
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Data type: optional int64 - uint64 in original
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Name: label
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Description: Specifies if data point is benign or some form of malicious. See the dataset creators paper for descriptions of attack types
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Data type: string - enum(Malicious, Benign)
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NOTE: ts, uid, id.orig_h, id.resp_h have been removed as they are dataset specific. Models should not be trained with specific timestamps or IP addresses (id.orig_h) using this dataset, as that can lead to over fitting to dataset specific times and addresses.
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