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Graphistry Inc. 2017 info@graphistry.com
G R A P H I S T R Y
Increasing Investigation Leverage
with Graph Tech & Visual Analysis Playbooks
Leo Meyerovich, CEO
@LMeyerov
Graphistry Inc. 2017 info@graphistry.com
G R A P H I S T R Y
Who • Berkeley, Netflix, RedSeal, Fortinet: GPUs, security, ...
• Strategic investments from In-Q-Tel, Bloomberg, & Nvidia
• Early customers in US Gov + F2000: security, AML, sigint, …
What • Ease data-driven investigation tasks with visual playbooks
• Answer currently tricky questions with visual graph insights
• See any data source like CSVs, SIEMs, and APIs as
interactive visual graphs, even at enterprise-scale (GPUs)
Graphistry Inc. 2017 info@graphistry.com
Graphistry is the Visual Tier for Your Investigations
Logs  Rich Visual Graphs
Queries  Point/Click
Hours  Seconds
Connect: Automatically query across
all your data types and sources
Graph + Viz: Answers to
story, connections, scope,
& outliers
Visual Analysis Playbooks:
Reduce good investigations
to seconds and easily
share in & across teams
Click to drill-down and
pivot in context
HDFS Splunk SQL GraphDB
VendorsApp logs AlertsDevice logs
queries
Graphistry Inc. 2017 info@graphistry.com
Today
Investigation
… A weird yet common problem
Graphs are amazing
… Understand your SIEM/DB w/ Graph Tech – hypergraphs, GPUs, …
Visual playbooks are the future
… Turning best practices into software – automation for analysts
4
Graphistry Inc. 2017 info@graphistry.com
IP=10.16.0.8; msg=Malware.Object;
time=2 Nov 2017 19:32:00 UTC;
vendor=FireEye; Product=Web MPS NX
5
Graphistry Inc. 2017 info@graphistry.com
6
Graphistry Inc. 2017 info@graphistry.com
7
Graphistry Inc. 2017 info@graphistry.com
8
Graphistry Inc. 2017 info@graphistry.com
9
Graphistry Inc. 2017 info@graphistry.com
10
Graphistry Inc. 2017 info@graphistry.com
11
Graphistry Inc. 2017 info@graphistry.com
12
Graphistry Inc. 2017 info@graphistry.com
1
3
13
Graphistry Inc. 2017 info@graphistry.com
1
4
14
… start over!
Graphistry Inc. 2017 info@graphistry.com
15
Graphistry Inc. 2017 info@graphistry.com
16
Graphistry Inc. 2017 info@graphistry.com
Graphs are amazing
17
Graphistry Inc. 2017 info@graphistry.com
18
MALWARE INCIDENT MAP – UNIFIED VIEW
assets host events network events attackers
DEMO – Scope, progression, root cause, patterns, outliers
Graphistry Inc. 2017 info@graphistry.com
Let’s find the truth in the bitcoin blockchain:
analyze 200MM transactions (100K/day).
Graph – Supercharge many investigations, even financial!
Graphistry Inc. 2017 info@graphistry.com
Silk Road’s
Wallet
Rogue DEA
Agent
Money
Laundering?
Follow the tainted coins
Graphistry Inc. 2017 info@graphistry.com
Add 1 Step of Context (Untainted): 50X More Data
Rogue DEA
Agent
Extra $300,000
Graphistry Inc. 2017 info@graphistry.com
Silk Road’s
Wallet
Start here.Start here.
2 exchanges
Who to Subpoena First: Exchanges
Graphistry Inc. 2017 info@graphistry.com
Graphs Answer Tricky Questions That Tables Don’t
Progression & behavior
Patterns, correlations,
& outliers
Entities & scope
23
EMERGING BASIS FOR AI/ML METHODS OVER EVENT DATA
Graphistry Inc. 2017 info@graphistry.com
Visual Playbooks
Turning Best Practices into Executable Visual Workflows
24
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---------
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---------
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---------
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---------
---------
Graphistry Inc. 2017 info@graphistry.com
Can we turn 30min – 1 week into < 10min?
• Query for the right data
• Find the connections
• Make the right conclusions
• … repeat
 Appropriate actions
Amdahl’s Law:
Game over if any
step sucks up time
25
Graphistry Inc. 2017 info@graphistry.com
26
MALWARE INCIDENT MAP
1. Input incident id
2. Hit run all
3. There is no step 3
DEMO – Automate best practices for data gathering & presentation
Graphistry Inc. 2017 info@graphistry.com
Why Visual Playbook Methodology Matters
• ROI: Exponentially boost SIEM data source/query utilization
• Speed: Cut MTTR by skipping to step 12+ of a thorough workflow
• Reliability: Automate best practices + T1<>T2 feedback loop
• + Graph: Visually answer scope, progression, patterns, outliers, …
(hard with search, tables, dashboards, …)
27
Graphistry Inc. 2017 info@graphistry.com
Piloting with security & fraud teams. (And we’re hiring!)
info@graphistry.com
G R A P H I S T R Y

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Graphistry - NYC InfoSec Meetup - Increasing Investigation Leverage with Graph Tech & Visual Analysis Playbooks

  • 1. Graphistry Inc. 2017 info@graphistry.com G R A P H I S T R Y Increasing Investigation Leverage with Graph Tech & Visual Analysis Playbooks Leo Meyerovich, CEO @LMeyerov
  • 2. Graphistry Inc. 2017 info@graphistry.com G R A P H I S T R Y Who • Berkeley, Netflix, RedSeal, Fortinet: GPUs, security, ... • Strategic investments from In-Q-Tel, Bloomberg, & Nvidia • Early customers in US Gov + F2000: security, AML, sigint, … What • Ease data-driven investigation tasks with visual playbooks • Answer currently tricky questions with visual graph insights • See any data source like CSVs, SIEMs, and APIs as interactive visual graphs, even at enterprise-scale (GPUs)
  • 3. Graphistry Inc. 2017 info@graphistry.com Graphistry is the Visual Tier for Your Investigations Logs  Rich Visual Graphs Queries  Point/Click Hours  Seconds Connect: Automatically query across all your data types and sources Graph + Viz: Answers to story, connections, scope, & outliers Visual Analysis Playbooks: Reduce good investigations to seconds and easily share in & across teams Click to drill-down and pivot in context HDFS Splunk SQL GraphDB VendorsApp logs AlertsDevice logs queries
  • 4. Graphistry Inc. 2017 info@graphistry.com Today Investigation … A weird yet common problem Graphs are amazing … Understand your SIEM/DB w/ Graph Tech – hypergraphs, GPUs, … Visual playbooks are the future … Turning best practices into software – automation for analysts 4
  • 5. Graphistry Inc. 2017 info@graphistry.com IP=10.16.0.8; msg=Malware.Object; time=2 Nov 2017 19:32:00 UTC; vendor=FireEye; Product=Web MPS NX 5
  • 6. Graphistry Inc. 2017 info@graphistry.com 6
  • 7. Graphistry Inc. 2017 info@graphistry.com 7
  • 8. Graphistry Inc. 2017 info@graphistry.com 8
  • 9. Graphistry Inc. 2017 info@graphistry.com 9
  • 10. Graphistry Inc. 2017 info@graphistry.com 10
  • 11. Graphistry Inc. 2017 info@graphistry.com 11
  • 12. Graphistry Inc. 2017 info@graphistry.com 12
  • 13. Graphistry Inc. 2017 info@graphistry.com 1 3 13
  • 14. Graphistry Inc. 2017 info@graphistry.com 1 4 14 … start over!
  • 15. Graphistry Inc. 2017 info@graphistry.com 15
  • 16. Graphistry Inc. 2017 info@graphistry.com 16
  • 17. Graphistry Inc. 2017 info@graphistry.com Graphs are amazing 17
  • 18. Graphistry Inc. 2017 info@graphistry.com 18 MALWARE INCIDENT MAP – UNIFIED VIEW assets host events network events attackers DEMO – Scope, progression, root cause, patterns, outliers
  • 19. Graphistry Inc. 2017 info@graphistry.com Let’s find the truth in the bitcoin blockchain: analyze 200MM transactions (100K/day). Graph – Supercharge many investigations, even financial!
  • 20. Graphistry Inc. 2017 info@graphistry.com Silk Road’s Wallet Rogue DEA Agent Money Laundering? Follow the tainted coins
  • 21. Graphistry Inc. 2017 info@graphistry.com Add 1 Step of Context (Untainted): 50X More Data Rogue DEA Agent Extra $300,000
  • 22. Graphistry Inc. 2017 info@graphistry.com Silk Road’s Wallet Start here.Start here. 2 exchanges Who to Subpoena First: Exchanges
  • 23. Graphistry Inc. 2017 info@graphistry.com Graphs Answer Tricky Questions That Tables Don’t Progression & behavior Patterns, correlations, & outliers Entities & scope 23 EMERGING BASIS FOR AI/ML METHODS OVER EVENT DATA
  • 24. Graphistry Inc. 2017 info@graphistry.com Visual Playbooks Turning Best Practices into Executable Visual Workflows 24 --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- --------- ---------
  • 25. Graphistry Inc. 2017 info@graphistry.com Can we turn 30min – 1 week into < 10min? • Query for the right data • Find the connections • Make the right conclusions • … repeat  Appropriate actions Amdahl’s Law: Game over if any step sucks up time 25
  • 26. Graphistry Inc. 2017 info@graphistry.com 26 MALWARE INCIDENT MAP 1. Input incident id 2. Hit run all 3. There is no step 3 DEMO – Automate best practices for data gathering & presentation
  • 27. Graphistry Inc. 2017 info@graphistry.com Why Visual Playbook Methodology Matters • ROI: Exponentially boost SIEM data source/query utilization • Speed: Cut MTTR by skipping to step 12+ of a thorough workflow • Reliability: Automate best practices + T1<>T2 feedback loop • + Graph: Visually answer scope, progression, patterns, outliers, … (hard with search, tables, dashboards, …) 27
  • 28. Graphistry Inc. 2017 info@graphistry.com Piloting with security & fraud teams. (And we’re hiring!) info@graphistry.com G R A P H I S T R Y