A generative methodology to create substructural ontology In

A generative methodology to create substructural ontology In this Power. Point we look at the generalization from a generative methodology that Adi discovered. Adi used this methodology to create substructural ontology for natural languages. The generalization creates a similar generative methodology that can be applied in cyber event space. • The first slide is the generative methodology applied to Natural language. The Arabic Concept Taxonomy is on the left of the diagram, and the to-be-developed English Concept Taxonomy is on the right of the diagram • The second slide is the generative methodology applied to the creation of levels of abstraction delineating the attack types as classified in the Stephenson Cyber Attack Taxonomy

Upper layer of a Taxonomy over the 2317 concepts Upper layer of a Taxonomy over the a specific set of concepts 1 -to-Many correspondence Set of 2317 concepts A specific set of concepts 1 -to-1 correspondence { ( a, b, c , ? ) } The set of letter patterns in English A cover of the Universe of discourse by a set of stems Some unknown { ( a, b, c ) } 1 -to-1 correspondence The set of 32 ontological primitives The set of 2317 stems The set of 32 letters in Arabic

Note 1: The Upper Taxonomy has a high level of abstraction. This is needed to capture the distributed and temporally diffused nature of cyber attack. Upper layer of a Taxonomy over the a specific set of attacks 1 -to-Many correspondence A specific set of attacks 1 -to-Many correspondence The set of primitive patterns as observed in the measurement of attacks { ( a, b, c. ? ) } 1 -to-1 correspondence A cover of the events in the attack taxonomy by a set of a first level of patterns called attack stems Some unknown correspondence The set of n ontological primitives in computer science Note 2: The notion of stratification is essential since we need to instrument the measurement of primitives. We cannot measure the occurs of attacks because they are diffuse and distributed. Note 3: Because of the stratification of things measured from things that have functional consequences, we have a classical “double articulation” of substructure into functional wholes. Various structure/function logics are being developed.