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Purple Teaming the
Cyber Kill Chain
Practical Exercises for Management Everyone
@haydnjohnson @carnal0wnage
whoami
@haydnjohnson @carnal0wnage
Chris Gates - Sr. Incident Response Engineer - Uber Inc.
Twitter: @carnal0wnage
Blog: carnal0wnage.attackresearch.com
Talks: slideshare.net/chrisgates
@haydnjohnson @carnal0wnage
Haydn Johnson - Security Consultant - “Researcher”
Twitter: @haydnjohnson
Talks: BsidesTO, Circle City Con, BsidesLV
Big 4 experience
http://www.slideshare.net/HaydnJohnson
@haydnjohnson @carnal0wnage
Overview
1.  Terminology for our discussion
2.  Explain this Cyber Kill Chain (CKC) thing
3.  Use CKC to plan possible Purple Team exercises
4.  Purple Team Story Time
@haydnjohnson @carnal0wnage
Terminology
@haydnjohnson @carnal0wnage
Terminology
Vulnerability Assessment Person - Run Vuln Scanner….hey client you
suck
Penetration Tester - Metasploit /MSF PRO (FTW)...hey client you suck
Red Teaming - Phish, move laterally, find “sensitive stuff”, maybe
custom implant...hey client you suck
Purple Teaming - You did all the above, but got to charge for an extra
body and to tell the client how they suck in person
@haydnjohnson @carnal0wnage
No Really...
Red Teaming -
“Red Team engagements are the full spectrum warfare of
security assessments. In a red team engagement, the
consultants attack the client organization using physical
means, social engineering, and technological avenues. “
From: http://winterspite.com/security/phrasing/
@haydnjohnson @carnal0wnageFrom: Chris Nickerson Lares Consulting
@haydnjohnson @carnal0wnage
You can’t Red Team yourself
But you sure as hell can conduct training...and detection/protection validation
http://redteamjournal.com/red-teaming-laws/
@haydnjohnson @carnal0wnage
Purple Team Process
@haydnjohnson @carnal0wnage
No Really...
Purple Teaming -
Conducting focused pentesting (up to Red Teaming) with
clear training objectives for the Blue Team.
It isn't a "can you get access to X" exercise it is a "train the
Blue Team on X" exercise. The pentesting activities are a
means to conduct realistic training.
More here: http://carnal0wnage.attackresearch.com/2016/03/more-on-purple-
teaming.html
@haydnjohnson @carnal0wnage
Purple Teaming Process
Training Exercise!
1.  Primary result of the exercise is to create an intrusion
event (aka get caught) to test instrumentation (host/
network), validate detection processes and procedures,
validate protections in place, force response procedures
and post mortems.
Differs from Red Team where primary goal is to NOT get
caught
@haydnjohnson @carnal0wnage
Purple Teaming Process
Training Exercise + work the IR process
Investigate Logging vs Alert + action
○  Is the event logged at all?
○  Logged event != alert
○  Does alert == action taken?
○  Purple Team it!
@haydnjohnson @carnal0wnage
But I need ideas for scenarios!
https://github.com/kbandla/APTnotes https://github.com/aptnotes/
@haydnjohnson @carnal0wnage
TRANSITION SLIDE
Handy transition slide
@haydnjohnson @carnal0wnage
Pyramid of Pain
http://detect-respond.blogspot.com/2013/03/the-pyramid-of-pain.html https://www.youtube.com/watch?v=Mke74a9guNk
@haydnjohnson @carnal0wnage
Lockheed Martin Cyber Kill Chain
Worst. Name. Ever.
“The seven steps of the Lockheed Martin Cyber
Kill Chain® enhance visibility into an attack and
enrich an analyst’s understanding of an
adversary’s tactics, techniques and
procedures.”
http://cyber.lockheedmartin.com/solutions/cyber-kill-chain
@haydnjohnson @carnal0wnage
CKC is a great idea!
This is an integrated, end-to-end process described as a “chain” because
any one deficiency will interrupt the entire process.
AKA:
Any deficiency in the attackers chain, will interrupt the entire process
@haydnjohnson @carnal0wnage
How to use CKC
@haydnjohnson @carnal0wnage
@haydnjohnson @carnal0wnage
@haydnjohnson @carnal0wnage
Using the CKC to drive Exercises
http://csrc.nist.gov/cyberframework/framework_comments/20131213_charles_alsup_insa_part3.pdf
@haydnjohnson @carnal0wnage
Using the CKC to drive Exercises
●  Rather than consolidate all attacker activities into a single
chart. We **could** create charts for various attack types
or CKC steps.
●  This would force us to identify and DOCUMENT an
organization’s methods to Detect, Deny, Disrupt, Degrade,
Deceive & Contain (Destroy) for any attack type.
●  As an added bonus, it creates Purple Team exercises for
us when we create a plan to validate the info in the chart.
@haydnjohnson @carnal0wnage
Example Attack Types
https://attack.mitre.org/wiki/Main_Page
W
I
N
D
O
W
S
@haydnjohnson @carnal0wnage
Example Attack Types
@haydnjohnson @carnal0wnage
Example Attack Types
https://attack.mitre.org/wiki/Main_Page
@haydnjohnson @carnal0wnage
Example Attack Types
@haydnjohnson @carnal0wnage
Mimikatz Example
●  Mimikatz affects almost all organizations
●  Outline your defenses against the tool
○  AV
○  Md5
○  Command line usage
○  Code certificate details
○  Windows Hardening
○  Detection (via ATA)
●  https://adsecurity.org/?page_id=1821
@haydnjohnson @carnal0wnage
Mimikatz Example
@haydnjohnson @carnal0wnage
Mimikatz Example
Purple Team
●  Pack, Recompile, Sign with different code sign certificate
●  Powershell mimikatz
●  Various whitelist bypass techniques
●  Validate
○  Protected User Groups
○  LSA Protection
○  Registry changes prevent wdigest clear text
○  Alerting!
@haydnjohnson @carnal0wnage
Lateral Movement Example
●  We could attempt to document every Lateral Movement
tool / technique
●  Instead focus on how you detect/protect/respond to a tool
or suite of tools
○  Ex: impacket
@haydnjohnson @carnal0wnage
Lateral Movement -- impacket-psexec.py
Place holder for lateral movement example
@haydnjohnson @carnal0wnage
Lateral Movement Example
Purple Team
●  Run impacket.py in default config
○  Did you detect it?
○  Tweak detection/deny/etc until you do!
●  Let your Red Team modify impacket
○  Repeat the detect/deny process until the tool is
unusable in your org
●  Do your GPO settings prevent most use cases?
@haydnjohnson @carnal0wnage
Malicious Attachments
●  Everyone employs’ some sort of malicious attachment
protection
○  Google mail for business
○  Office 365
○  Proofpoint
○  FireEye
●  Do you test it? Or do you just hope for the best?
@haydnjohnson @carnal0wnage
Malicious Attachments
@haydnjohnson @carnal0wnage
Malicious Attachments
https://github.com/carnal0wnage/malicious_file_maker
@haydnjohnson @carnal0wnage
Malicious Attachments
@haydnjohnson @carnal0wnage
Malicious Attachments
Purple Team
•  Send various types of malicious attachments via multiple
sources
•  Compare to your chart of assumptions
•  How many emails does it take to block a sender?
•  What types of attachments generate alerts?
•  Does suspicious stuff get moved to spam or deleted; do people open spam
emails?
•  If sent to employees, do they report?
•  Did any automated actions take place?
@haydnjohnson @carnal0wnage
CKC Exercise Outcomes
●  Mental exercise of how we Detect/Respond/etc to attacks
●  Document defense posture
●  Answer the “Do the Blinky Boxes work?” question
The Purple Team component
●  Validate the spreadsheet is accurate
●  Validate the blinky box is doing “something”
●  Identify training and coverage gaps for the org
○  Test plan for the above
@haydnjohnson @carnal0wnage
CKC Exercise Outcomes
●  ITERATIVE PROCESS
○  Starts as simple detection validation exercises
○  Based on maturity, moves into gap analysis/detection
evasion by your attack team
○  You build up to Red Teaming
●  Does what we have for detection/protection work?
○  Then how easy is it to bypass
○  Track last test date, drive exercises and training
@haydnjohnson @carnal0wnage
Story Time #1
Privilege
Escalation
Assume
Breach
Meterpreter
C2
Exfiltration -
FTP
“Red Team” @ $canadian Bank
@haydnjohnson @carnal0wnage
Story Time #1
•  Receive call “Check this IP address”
•  $secretpoliceinvestigation
•  IP address seen - Investigators go to meeting + lunch
•  2 hours later, identify data exfil
•  Sh*t hits fan
•  Log into FTP server to delete data
•  Execute processes
Alerts triggered purposely
@haydnjohnson @carnal0wnage
Story Time #1
Debrief
Red TeamBlue Team
What we saw
What was done
The
GAP
Improvements==
@haydnjohnson @carnal0wnage
Story Time #1
•  Process not as effective as
it looks
•  Road Blocks in
communication
Lessons learned
@haydnjohnson @carnal0wnage
Story Time #1
•  Process bypassed
•  Hard to collaborate
•  Rotating Shifts
Lessons learned
@haydnjohnson @carnal0wnage
Story Time #1
•  IR equipment == slow
•  Infrastructure out of date
Lessons learned
@haydnjohnson @carnal0wnage
Story Time #1
•  Big company hard to change quickly
•  Issues clearly acknowledged
•  Long term plans
Nothing changed in short term
@haydnjohnson @carnal0wnage
Story Time #1
•  Create defined and clear process for hierarchy
•  Training on hacking back - DON’T
•  Budget for prioritized upgrade of Lab
•  Shift style lunches
Solutions
@haydnjohnson @carnal0wnage
Story Time #1
•  Better equipment
•  Better processes
•  Better security culture
•  Better collaboration
2nd time around
@haydnjohnson @carnal0wnage
Story Time #1
•  Faster detection
•  Faster containment
•  Faster win
2nd time improvements
@haydnjohnson @carnal0wnage
The Point
•  What you think works, probably doesn’t
•  Test it
•  Humans will be humans, including your Blue Team
@haydnjohnson @carnal0wnage
Story Time #2
•  IR Manager had identified some gaps plus had new incident
responders
•  Mobile Forensics
•  Response to Golden Ticket attack
•  Work thru IR process as a team
•  Fully internal -- No external Contractors
•  Partnered with senior Blue Team member
•  Took things I found pentesting…chained together story for the
exercise
•  “Create internal havoc” attackers
Overview of a Purple Teaming Exercise
@haydnjohnson @carnal0wnage
Story Time #2
SMS Phish**
@haydnjohnson @carnal0wnage
Story Time #2
@haydnjohnson @carnal0wnage
Story Time #2
@haydnjohnson @carnal0wnage
Story Time #2
@haydnjohnson @carnal0wnage
Story Time #2
@haydnjohnson @carnal0wnage
Story Time #2
@haydnjohnson @carnal0wnage
Story Time #2
@haydnjohnson @carnal0wnage
Story Time #2
@haydnjohnson @carnal0wnage
Story Time #2
@haydnjohnson @carnal0wnage
Story Time #2
@haydnjohnson @carnal0wnage
Story Time #2
@haydnjohnson @carnal0wnage
Story Time #2
@haydnjohnson @carnal0wnage
Story Time #2
@haydnjohnson @carnal0wnage
Story Time #2
@haydnjohnson @carnal0wnage
Story Time #2
@haydnjohnson @carnal0wnage
Purple Bucket
@haydnjohnson @carnal0wnage
Story Time #2
@haydnjohnson @carnal0wnage
Story Time #2
@haydnjohnson @carnal0wnage
Story Time #2
@haydnjohnson @carnal0wnage
So the take away!
@haydnjohnson @carnal0wnage
Please remember:
•  Document your defenses and protections
•  Find a way to (iteratively) build your attacks/validation
•  Start simple, grow to more complex attacks/scenarios
•  Pwn all the things...but in a way that helps your
organization

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