Visual Analytics for cyber security and intelligence
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1 Visual Analytics for cyber security and intelligence Valerie Lavigne and Denis Gouin Presented by Hancheng Zhao CISC850
2 1. Introduction Needs: identify trends and patterns promptly. Visual Analytics (VA): representing the information and providing mechanisms to interact with Main content: a quick overview of the current state of the art in VA and its future
3 2. Visual Analytics Visual analytics is the science of analytical reasoning facilitated by interactive visual interfaces. -- US research Agenda A multidisciplinary field
4 2.1 Visualization should be designed in a meaningful way in order to provide insight to the user. Pre-attentive visual features: CISC850
5 2.2 Interaction 3 categories of responsiveness: 0.1s: upper limit to feel instantaneous 1s: lose feeling of operating directly on the data 10s: want to perform other tasks while waiting mantra: overview first, zoom/filter, details on demand
6 3 goals: CISC Analytical reasoning - assessment (understand current situation and explain past events) - forecasting (estimate future capabilities and threats) - planning (prepare reactions to potential events)
7 3.Advanced VA concepts and techniques NodeTrix social network visualization. adjacency matrices useful in globally sparse but locally dense social networks CISC850
8 3.Advanced VA concepts and techniques Treemap: markets on November 23, used to spot trends and investment opportunities. CISC850
9 3.Advanced VA concepts and techniques Parallel coordinates CISC850 Extended parallel coordinates view representing car attributes.
10 3.Advanced VA concepts and techniques Dust & Magnets metaphor CISC850 Dust & Magnet example using a cereal dataset.
11 3.Advanced VA concepts and techniques VisLink: CISC850
12 4.Cyber security VA can improve cyber security with capabilities to: recognize risks and protect against cyber threats enable key aspects of the digital forensic process allow information discovery, processing and visualization.
13 4.Cyber security Relationship between the stages of situational awareness, the uses of visualization and the types of analysis performed.
14 4.Cyber security The NFlowVis Network visualization: large-scale network traffic monitoring and distributed attacks detecting.
15 4.Cyber security The NFlowVis Network visualization: large-scale network traffic monitoring and distributed attacks detecting. Example of NFlowVis showing communication flows between source and destination hosts.
16 4.Cyber security ManyNets is a tool for the simultaneous visualization of many networks.
17 History trees CISC850 4.Cyber security
18 4.Cyber security Visualization that shows nearly 34,000 vulnerabilities identified by three software analysis tools.
19 5.Intelligence, counterterrorism and counter-insurgency Design implications for systems supporting intelligence analysis: externalize the thinking process CISC850 support source management support analysis with constantly changing information help analysts create convincing production unifying the pieces
20 5.Intelligence, counterterrorism and counter-insurgency The IN-SPIRE discovery tool CISC850
21 5.Intelligence, counterterrorism and counter-insurgency Theme River representation of terrorism attacks in the world over time.
22 5.Intelligence, counterterrorism and counter-insurgency Analysis of Improvised Explosive Devices in Iraq with BOOMsys.
23 5.Intelligence, counterterrorism and counter-insurgency Oculus GeoTime interface. Time-space annotations of events CISC850
24 6.Moving forward
25 7.Conclusion VA has emerged as a significant multidisciplinary research field that leverages the human cognitive abilities VA is making its way into defense and security applications, such as cyberspace management and intelligence analysis VA has a significant momentum and VA research and applications have been growing exponentially over recent years
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