Security Visualization Past, Present, Future
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1 Security Visualization Past, Present, Future Greg Conti West
2 Disclaimer The views expressed in this talk are those of the author and do not reflect the official policy or position of West Point, the Department of the Army, the Department of Defense, or the United States Government.
3
4 VizSec Body of Work
5 Edge of Human Knowledge Present 10 years 50 years
6 Edge of Human Knowledge Courses Books Present 10 years 50 years
7 Edge of Human Knowledge Research Papers Courses Books Present 10 years 50 years
8 Edge of Human Knowledge Research Papers Courses Books Present 10 years 50 years
9 Edge of Human Knowledge Classified Paywall Research Papers Courses Books Proprietary Present 10 years 50 years
10 Edge of Human Knowledge Classified Paywall Research Papers Future Work Future Work Courses Books Proprietary Present 10 years 50 years
11 Edge of Human Knowledge Classified Science Fiction Paywall Research Papers Future Work Future Work Science Fiction Courses Books Proprietary Present 10 years 50 years
12 Past
13 Shneiderman s Mantra Overview first, zoom and filter, then details-on demand. Ben Shneiderman, The Eyes Have It: A Task by Data Type Taxonomy for Information Visualizations. In Proceedings of the IEEE Symposium on Visual Languages, pages , 1996.
14 General Purpose Information Visualization Tufte Spence
15 VizSEC/DMSEC (2004) visualizing vulnerabilities visualizing IDS alarms (NIDS/HIDS) visualizing worm/virus propagation visualizing routing anamolies visualizing large volume computer network logs visual correlations of security events visualizing network traffic for security visualizing attacks in near-real-time security visualization at line speeds dynamic attack tree creation (graphic) forensic visualization feature selection feature construction incremental/online learning noise in the data skewed data distribution distributed mining correlating multiple models efficient processing of large amounts of data correlating alerts signature detection anomaly detection forensic analysis
16 VizSEC (2005)
17 The Dashboard
18 Security Visualization and Enabler Books Emerge
19 Many Eyes
20 Present
21 Analytics
22 Diverse Data Flows Data aggregation Correlation Alerting Dashboards Compliance Retention Forensic analysis
23 The Dashboard
24 Training
25 Future
26 Data Monitor Size Human Perception and Cognition Time
27 The Dashboard
28 Relationship of Data, Information, and Intelligence
29 Expressing Confidence in Analytic Judgments
30 Don t Use Your Powers for #DarkPatterns
31 Advocacy
32 Social Good
33 Public Education
34 What is the Secret Ingredient? The First Law of Intrusion Detection: That Which You Can t See, You Can t Detect. - Anup Ghosh
35 Chasing the Invisible Man
36 Fight for Visibility
37 Fight for Visibility
38 Role of an Adversary
39 We used to be fighting individuals... now we are defending ourselves against nation-states
40 Three Tiers See Defense Science Board, Resilient Military Systems and the Advanced Cyber Threat, JAN 2013
41 Privacy
42 Neural Interfaces
43 On Demand Web-based Tools binvis.io
44 Big Data and The Cloud
45 IPv6
46 Moving Target Defense
47 Deception
48 Scales of Time
49 Humans in the Loop 10. The computer decides everything, acts autonomously, ignoring the human 9. informs the human only if it, the computer, decides to 8. informs the human only if asked 7. executes automatically, then necessarily informs the human 6. allows the human a restricted time to veto before automatic execution 5. executes that suggestion if the human approves 4. suggests one alternative 3. narrows the selection down to a few 2. the computer offers a complete set of decision/action alternatives 1. the computer offers no assistance: human must take all decisions and actions Levels of Automation of Decision and Action Selection from Raja Parasuraman, Thomas Sheridan, and Christopher Wickens, A Model for Types and Levels of Human Interaction with Automation, IEEE Transactions on Systems, Man and Cybernetics, Vol. 30, No. 3, May
50 Sensors
51 Virtual Reality
52 Augmented Reality Architecture of Radio
53 Mobile DanKam
54 Internet of Things
55 Predictive
56 User Defined Operating Picture
57 Operator Requirements
58 Partnering
59 Adoption and Commercial Utilization
60 Tech Transfer
61 Risk Analysis
62 Compliance
63 Smart Cities
64 Smart Cities
65 Times are Changing
66 Cyber, Cyber, Everywhere
67 Layers of Cyberspace
68 War on General Purpose Computing
69 (Human && Machine) >> (Human Machine)
70 Parting Thoughts
71 Think in Terms of Research Campaigns Long Term Inform decision makers Communicate with different audiences Research vision
72 Marketplace of Ideas
73 Engage/Support the Media
74 Challenge Assumptions
75 Think Big Cooperative Association for Internet Data Analysis (CAIDA) 2007 IPv4 Census Map (two-month ping sweep)
76 Think Small Microsoft Word 2003.doc Firefox Process Memory Windows.dll Neverwinter Nights Database
77 Irritate Software, Hardware, Protocols, and People
78 Detect Patterns
79 Detect Patterns
80 Look at the Intersection of Your Interest Areas Visualization??? Security Robots Software Defined Radio Cyber Operations Malware Deception Privacy Social Engineering Insider Threat <What are you passionate about?>
81 What Makes You Mad Flying Vodka Bottles
82 What Can Possibly Go Wrong
83 Pretty Pictures
84 Think Like a Nation-State
85 Look in Cracks, Crevices, Under Rocks, and Other Dark Places
86
87 Enjoy the Golden Age of Visualization :) Questions???
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