1. Assure Analytics data analytics and visualisation Robert Ghanea-Hercock, Alex Healing, Ben Azvine, Karl Smith

2. © British Telecommunications plc Assure Analytics Offers tools to provide improved situational awareness through real-time data integration, mining and visual analytics Uses AI to automate the collection, organisation and analysis of data whilst leveraging the expertise and perception of human analysts Fuses data from sources such as network logs, reporting systems, web sites and news feeds Data ProcessingVisualisation Interaction / Feedback / Learning

3. © British Telecommunications plc Application Areas Network Alarm Fault Management, Business Improvement Analysis, Supply Chain Management, Copper Theft Security, Cyber Security… Manage cable theft events for BT metal theft taskforce. Provides real-time visual analytics patterns, and data correlations

4. © British Telecommunications plc Cyber Security & Big Data Big Data = weak signal problem Solution = AI based interactive Analytics + Visualisation

5. © British Telecommunications plc Geo-location of Network Threats The Time Filter creates a time window on the data and can be used to replay events over time

6. © British Telecommunications plc

7. Physical Security - Country threat data

8. © British Telecommunications plc Cluster View of Threat Signature

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10. BT Broadband Incidents Example

11. © British Telecommunications plc Summary Highly innovative A.I data analytics and visualisation platform –Rapid new application deployment from modular core platform Broad applications: Logistics, Network alarm monitoring, Cable Theft, & Cyber Threat detection/analysis Deployed in BT UK Security Operation Centre 2013 Further research driven AI programme –New modelling and predictive capabilities in development New 3 year TSB research grant awarded (MARS)

12. © British Telecommunications plc Infrastructural Services Enterprise Service Bus Data Sources Network Logs Network Events Business Context Public Info Query Management Enrichment/Analysis Services Persistence MessagingAcquisition Session Management Authentication LoggingDiscovery CategorisationRendering CorrelationPattern Mining Semantic Extraction Clustering GeocodingFiltering Web-based Visual Analytics Data VisualisationVisual Data MiningMixed Initiative Analysis Collaborative Analysis Architecture