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SESSION ID:
#RSAC
Aaron Rinehart
Security Precognition: Chaos Engineering in
Incident Response
ASD-W03
Chief Technology Officer
Verica.io
@aaronrinehart
Kyle Erickson
Director of IoT Security
Medtronic
#RSAC
@aaronrinehart
“Resilience is the story of the
outage that never happened.”
- John Allspaw
#RSAC
Security PreCognition
#RSAC
4
About A.A.Ron
● CTO of Stealthy Startup in Chaos
Engineering
● Former Chief Security Architect
@UnitedHealth responsible for strategy
● Led the DevOps and Open Source
Transformation at UnitedHealth Group
● Extensive enterprise experience (DOD,
NASA, DHS, CollegeBoard )
● Frequent speaker and author on Chaos
Engineering & Security
● Pioneer behind Security Chaos Engineering
● Led ChaoSlingr team at UnitedHealth
#RSAC
5
About Kyle E>
● Cybersecurity Director of IOT Security @
Largest Medical Device Company in the
World
● Former Director of Security Incident
Response @UnitedHealth
● Former Director of Cloud and Application
Security Engineering @Optum
● Startup and enterprise experience as an
engineer and leader
● Build and break all the things!
● Wannabe financial analyst
● Baseball stadium aficionado
#RSAC
In this Session we will cover
#RSAC
Takeaways
★Problems with Complex Adaptive
Systems
#RSAC
Takeaways
★Problems with Complex Adaptive
Systems
★Security Chaos Engineering
#RSAC
Takeaways
★Problems with Complex Adaptive
Systems
★Security Chaos Engineering
★How it works: Security IR Use Case
#RSAC
Our systems have evolved beyond
human ability to mentally model their
behavior.
10
#RSAC
A Complex Dynamic Problem
#RSAC
Evolution of Modern Architecture
Monolith Microservices Functions
#RSAC
Circuit Breaker Patterns
13
Continuous
Delivery
Distributed
Systems
Blue/Green
Deployments
Cloud
Computing
Service Mesh
Containers
Immutable
InfrastructureInfracode
Continuous
Integration
Microservice
Architectures
API Auto Canaries
CI/CD
DevOps
Automation Pipelines
Complex?
#RSAC
14
Mostly
Monolithic
Requires
Domain
Knowledge
Prevention
focused
Poorly Aligned
Defense in
Depth
Stateful in
nature
DevSecOps
not widely
adopted
Security?
Expert
Systems
Adversary
Focused
#RSAC
Simplicity?
#RSAC
Complexity
#RSAC
How well do you really
understand how your system
works?
#RSAC
Stella Report
#RSAC
System Mental Model
#RSAC
So what does all of this have
to do with Security?
#RSAC
Failure Happens.
#RSAC
Security Incidents & System
Outages are Costly
#RSAC
Security Incidents
are Subjective in
Nature
#RSAC
We really don't know
Where? Why? Who?
What?How?
very much
#RSAC
Let’s face it, when outages happen…..
#RSAC
Teams spend too
much time
reacting to
outages instead
of building more
resilient systems.
#RSAC
Unexpected application
behavior often causes
people to intervene and
make the situation worse I wonder why it
did that?
Let’s reboot it.
Whoops!
Now it’s really
hosed
#RSAC
“Response” is the problem
with Incident Response
#RSAC
Ring Ring!
#RSAC
Conditioned?
#RSAC
War Rooms
#RSAC
True Cost
#RSAC
IR Success
#RSAC
“Chaos Engineering is the discipline of
experimenting on a distributed system
in order to build confidence in the
system’s ability to withstand turbulent
conditions”
#RSAC
Who is doing Chaos?
#RSAC
Security
Engineering
#RSAC
People Operate Differently
when they expect things to
fail
#RSAC
#RSAC
#RSAC
The Normal Condition of a
Human & Systems they Build
is to
Fail
#RSAC
We need
failure to
learn &
Grow
46
#RSAC
Let’s Flip the Model
Post Mortem = Preparation
#RSAC
Create Order through Chaos
#RSAC
Use
Chaos Engineering
to initiate
Objective Feedback Loops
about Security
Effectiveness
#RSAC
Proactively Manage &
Measure Validate Runbooks
Measure Team Skills
Determine Control Effectiveness
Learn new insights into system
behavior
Transfer knowledge
Build a learning culture
#RSAC
Testing vs. Experimentation
#RSAC
Security Crayon Differences
Noisy distributed system
behavior
Not geared for Cascading Events
Point-in-time even if Automated
Performed by Security Teams
with Specialized skill sets
#RSAC
Security Chaos Differences
Distributed Systems Focus
Goal: Experimentation
Human Factors focused
Small Isolated Scope
Focus on Cascading Events
Performed by Mixed Engineering
Teams in Gameday
During business hours
#RSAC
2018 Causes of Data Breaches
#RSAC
Proactively
Manage & Measure
#RSAC
Incidents vs. Chaos
Uncontrolled Controlled
Unpredictable Scheduled
Time to Detect: Minutes 0 Time to Detect
Time to Resolve: ???? Time to Resolve: seconds
Analysis Time: ???? Root Cause Analysis:
Intentional
#RSAC
Continuous
SECURITY
Validation
#RSAC
Build Confidence
in
What
Actually Works
#RSAC
So how does it
work?
#RSAC
How it Works
Plan &
Organize
GameDay
Exercise
#RSAC
How it Works
Plan &
Organize
GameDay
Exercise
Chaos
Experiment
Develop &
Evaluate
#RSAC
Infrastructure
Switching
Application
People
Tool
s
Tool
sChaos
Engineering
Team
Security
#RSAC
What could go wrong?
#RSAC
What has gone wrong before?
#RSAC
How does My Security
Really Work?
#RSAC
What evidence do I
have to prove it?
#RSAC
How it Works
Plan &
Organize
GameDay
Exercise
Execute
Live
GameDay
Operations
Chaos
Experiment
Develop &
Evaluate
#RSAC
How it Works
Plan &
Organize
GameDay
Exercise
Execute
Live
GameDay
Operations
Chaos
Experiment
Develop &
Evaluate
Conduct Pre-
Incident Review
#RSAC
How it Works
Plan &
Organize
GameDay
Exercise
Execute
Live
GameDay
Operations
Automate &
Evangelize
Results & Take
Action
Chaos
Experiment
Develop &
Evaluate
Conduct Pre-
Incident Review
#RSAC
Hypothesis: If someone accidentally or
maliciously introduced a misconfigured
port then we would immediately detect,
block, and alert on the event.
Alert
SOC?
Config
Mgmt?
Misconfigured
Port Injection
IR
Triage
Log
data?
Wait...
Firewall?
Result: Hypothesis disproved. Firewall did not detect
or block the change on all instances. Standard Port
AAA security policy out of sync on the Portal Team
instances. Port change did not trigger an alert and
log data indicated successful change audit.
However we unexpectedly learned the configuration
mgmt tool caught change and alerted the SoC.
Alert
SOC?
Config
Mgmt?
Misconfigured
Port Injection
IR
Triage
Log
data?
Wait...
Firewall?
#RSAC
More Experiment Examples
● Internet exposed Kubernetes
API
● Unauthorized Bad Container
Repo
● Unencrypted S3 Bucket
● Disable MFA
● Bad AWS Automated Block
Rule
● Software Secret Clear Text
Disclosure
● Permission collision in
Shared IAM Role Policy
● Disabled Service Event
Logging
● Introduce Latency on
Security Controls
● API Gateway Shutdown
#RSAC
74
An Open Source Tool
#RSAC
• ChatOps Integration
• Configuration-as-Code
• Example Code & Open Framework
ChaoSlingr Product Features
• Serverless App in AWS
• 100% Native AWS
• Configurable Operational Mode &
Frequency
• Opt-In | Opt-Out Model
#RSAC
#RSAC
Apply What You Have Learned Today
77
• Next week you should:
– Identify critical database(s) within your organization
• In the first three months following this presentation you should:
– Understand who is accessing the database(s), from where and why
– Define appropriate controls for the database
• Within six months you should:
– Select a security system which allows proactive policy to be set according to
your organization’s needs
– Drive an implementation project to protect all critical databases
Q&A
@aaronrinehart
aaron@verica.io
@ericksonky
ericksonky@gmail.com
Thank you RSA!!!!
@aaronrinehart
aaron@verica.io
@ericksonky
ericksonky@gmail.com

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