Research Article

Multitask Learning-Based Security Event Forecast Methods for Wireless Sensor Networks

Table 1

Similarity measurement index of the network topological structure.

Network structure (NS)Topology (Topo)Nodes
Edges
Slope of degree distribution linefit (SDDL)
Normalized average neighbor degree (NAAND)
Slope of coreness distribution linefit (SCDL)
Assortative coefficient (AC)
Max edge betweenness (MEB)
Standard deviation of distance (SDD)
Infrastructure (Inf)Distribution of bandwidth (DB)
Distribution of delay (DD)

Network traffic (NT)Proportion of traffic classification (PTC)
Proportion of total traffic (PTT)
Traffic distribution within the network (TDN)

AssetNumber of important assets (NIA)
Important asset value (IAV)
Position distribution of assets (PDA)

Security appliances (SA)Traffic monitor (TM)Number of TM (NTM)
Position distribution of TM (PDTM)
Type (TTM)
Intrusion detection system (IDS)Number of IDS (NIDS)
Position distribution of IDS (PDIDS)
Type of IDS (TIDS)
Network management (NM)Type of NM (TNM)