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Published at October 21A Comprehensive Comparative Study of Individual ML Models and Ensemble Strategies for Network Intrusion Detection Systems
cs.AI
cs.CY
cs.HC
Released Date: October 21, 2024
Authors: Ismail Bibers, Osvaldo Arreche, Mustafa Abdallah

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Explanation | |
| Packet Length Std | Standard deviation length of a packet | |
| Total Length of Bwd Packets | Total size of packet in backward direction | |
| Subflow Bwd Bytes | Average number of bytes in backward sub-flow | |
| Destination Port | Destination Port Address | |
| Packet Length Variance | Variance length of a packet | |
| Bwd Packet Length Mean | Mean size of packet in backward direction | |
| Avg Bwd Segment Size | Average size observed in the backward direction | |
| Bwd Packet Length Max | Maximum size of packet in backward direction | |
| Init_Win_Bytes_Backward | Total number of bytes in initial backward window | |
| Total Length of Fwd Packets | Total packets in the forward direction | |
| Subflow Fwd Bytes | Average number of bytes in a forward sub-flow | |
| Init_Win_Bytes_Forward | Total number of bytes in initial forward window | |
| Average Packet Size | Average size of packet | |
| Packet Length Mean | Mean length of a packet | |
| Max Packet Length | Maximum length of a packet |