1. A method for detecting a potential compromise of cyber security in an industrial network utilizing a protocol for controlling an industrial process, comprising: polling specific fields of packet data at a fixed frequency for a plurality of programmable logic controllers (PLCs), to establish network behavior; deriving a vector based on the specific packet data fields, wherein the specific packet data fields represent the protocol which signifies particular network communications; generating a value based on the vector indicative of a network behavioral state; maintaining a network behavior state machine comprising a list of network states and transition counts, wherein the transition count is maintained in accordance to the value; determining a transition probability corresponding to the transition counts, wherein the transition probability denotes an estimated probability of a first network state being followed temporally by a second network state, during normal network operation; establishing, for the network behavior state machine, a threshold representing the probability below which a sequence of network states is anomalous; determining, by the network behavior state machine, a probability for the occurrence of a sequence of network states, according to the derived vector; and, taking protective action according to whether the determined probability is below the established threshold.