The Intersection of the Semantic Web & Cyber

The Intersection of the Semantic Web & Cyber

Evolution of web

• WEB 3.0 (Semantic / Intelligent web)
  Connecting people, information and content. Information is voluminous, heterogeneous and dynamic, readable by machines which retrieve, fuse and analyze it within context
• Note: WEB 3.0 Relies on linking of machine-generated meta data across web silos, enabling automated agents to more intelligently serve end users
• WEB 2.0 (Social Web)
  Human involvement is necessary to interpret data. Information is voluminousness and dynamic, scattered across siloed sites. Human improvement is necessary to interpret pages and continue information.
• WEB 1.0 (World Wide Web)
  Connecting people to information. Information is voluminous but static,digitized / confined in sites and posted for human read-only

Evolution of CYBER

1. CYBER 1.0 (Siloed Cyber)

• Voluminous, homogeneous information
• Siloed, on demand non-interactive content
• Limited number of applications and protocols
• Resources and missions not fully aligned
• Manual contextualization of data

2. CYBER 2.0 (Integrated Cyber)

• Voluminous high velocity data
• Growth of applications and products
• People connecting to people to interact with each other and content
• Human defined approaches and technology to extract and contextualize data
• Variety of interactions driving looser control (emergence of new threats)

3. CYBER 3.0 (Intelligent Cyber)

• High volume, velocity and variety of data
• Explosion in applications and protocols
• Hyper connected people and content interactively between people
• Automated alignment of resources with missions
• Machine learning to extract intelligence and context

Key Features Of Cyber 3.0

• Automation
  Auto Generation of profiles & cleaning of data
• Data Fusion
  Merging of disparate data sets
• Continual Learning
  Increasing resolution on specific targets as more data is collected
• Compounding
  Increasing breadth of profiles as data accumulates
• Contextualization
  Increasing linkage between content and context

CYBER Security

• TODAY
  Lack of visibility driven by velocity, volume and data variety and loss of control driven by manual processes for generating threat signatures, defecting anomalies and classifying threats
• CYBER 3.0
  Machine generated signatures, accurate detection and classification of threats by fusing distinct dimensions ensuring continuous visibility and better control

CYBER Surveillance

• TODAY
  Users do their best to manually “connect the dots” across siloed public & private data sources
• CYBER 3.0
  Machines automatically “connect-the-dots” compounding user identities and contextualizing every interaction