S4x20 - Tuning ICS Security Alerts: An Alarm Management Approach

Chris Sistrunk, PE
Tuning ICS Security Alerts:

©2019 FireEye©2019 FireEye
Remember: Threats and Risks aren’t going away, so they should guide
detection and response goals
 Detection
– Engineering the system: Philosophy and Tuning
 Security alert engineering is similar to ICS alarm engineering
 ISA 18.2 & EEMUA 191 Alarm Management Standards
 NIST SP 800-94 Guide to Intrusion Detection & Prevention Systems
 Response
– Incident response playbooks
– Following the plan
Overview
2

Know your Systems
Knowledge is the most powerful tool
to operate and defend your system.
•
•
•
•
3

 S4x19 Sarah Fluchs: Layered Blueprints for OT Security
 S4x19 Nathan Wallace:
Making Power System Cybersecurity
Part of the Engineering Process
Recap: Security Engineering
4
https://www.controlglobal.com/articles/2019
/making-ot-security-engineering-deserve-
its-name
https://www.youtube.com/watch?v=bBjMZnoSYUs
https://www.slideshare.net/NathanWallacePhDCSS
A/s4x19-stage-2-making-power-system-
cybersecurity-part-of-the-engineering-process

Problem:
There is little published about ICS security alert management. Asset owners have to
learn by doing things the hard way without a guide.
Theory:
 ICS Alarm management is well-defined
 IT security alert management is well-defined
 ICS security alert management must be engineered
Solution:
Create a reference that combines the key concepts from both philosophies to
empower ICS security teams and asset owners.
ICS Security Alert Management
5

https://twitter.com/_LittleBobby_/status/1211340859091947520

ISA 18.2-2016
7
“The primary function within
the alarm system is to notify
operators of abnormal process
conditions or equipment
malfunctions and support the
response.”
NIST SP 800-94
(Feb 2007)
“Intrusion detection is the process of
monitoring the events occurring in a
computer system or network and
analyzing them for signs of possible
incidents, which are violations or
imminent threats of violation of
computer security policies, acceptable
use policies, or standard security
practices.” ISA 18.2-2016

ISA 18.2-2016
8
“The primary function within
the alarm system is to notify
operators of abnormal process
conditions or equipment
malfunctions and support the
response.”
NIST SP 800-94
(Feb 2007)
“Intrusion detection is the process of
monitoring the events occurring in a
computer system or network and
analyzing them for signs of possible
incidents, which are violations or
imminent threats of violation of
computer security policies, acceptable
use policies, or standard security
practices.”
Security
Logs
SIEM /
SOC
ISA 18.2-2016

Monitor the
network & assets
for malicious
activity, safety,
regulatory, etc
Monitor the process
& assets, KPIs,
safety, regulatory,
etc
Where/what should we collect and detect?
9
You can’t see where
you aren’t looking!
You can’t do
forensics either.
Operations
Engineering Forensics
“Root Cause Analysis”
Digital Forensics
Security
Threats and Risks define goals and ultimately drive your Security Alert Philosophy

ISA 18.2
“The philosophy starts with the basic definitions and extends them to operational
definitions. The criteria for alarm prioritization and the definition of alarm classes,
performance metrics, performance limits and reporting requirements are based on
the objectives and principles for alarm systems.”
Alert Philosophy
10
Create/Document ICS Security Alert Philosophy
 Define security operations for ICS
 Define ICS specific alert categories and priorities
 Define and measure metrics
 Align with existing philosophies (IT alert, ICS alarm)

Philosophy Checklist – EEMUA 191
11
https://www.eemua.org/Products/Publications/Checklists/EEMUA-alarms-checklist.aspx FREE
alert
alert
alert
IoC, network attack, Sandworm
alert
incident
rule
Engineering
Equipment and
Materials Users
Association
UK based
51 member companies
O&G and Chem

Security Alert Management
12
ISA 18.2-2016

Security Alert Management
13
Security Ops
Tuning Hunting
ISA 18.2-2016

 S4x15 Talk
Recap: Where/what will we detect?
14

 Create and Refine reliable IDS rules
 Actively Manage your ICS network sensors
 Tuning is not a new concept to OT
Tuning
Aler
t
Is a critical alert lost in a mountain of nuisance alerts?
15
https://www.automation.com/library/articles-white-papers/alarm-monitoring-
management/keeping-the-peace-and-quiet

Reducing Nuisance Alerts
16
Alerts
http://www.mc.uky.edu/kiprc/fire/Residential%20Smoke%20Ala
rm%20Installation.ppt
https://www.chemicalprocessing.com/articles/2018/optimi
ze-alarm-management/

 [insert favorite IDS or ICS NSM sensor here]
 You installed it, it is collecting data, but soon…
Examples when you don’t tune
17
 There are 800,000 active security alerts and
baselining feature wasn’t used
– Mesh radios like to change IP addresses: could have
added their MAC’s to the asset list to prevent alerts
 Bro/Zeek by default alerts on every function
code for each ICS protocol

Collect them all???
18
https://www.wsj.com/articles/sorry-collectors-nobody-
wants-your-beanie-babies-anymore-1519234039
https://www.csoonline.com/article/3191379/false-positives-still-cause-
alert-fatigue.html
https://www.reuters.com/article/target-breach/target-missed-early-
alert-of-credit-card-data-breach-report-idUSL2N0MA0KF20140313

True Positive (TP):
• Reality: A wolf threatened.
• Shepherd said: "Wolf."
• Outcome: Shepherd is a hero.
False Positive (FP):
• Reality: No wolf threatened.
• Shepherd said: "Wolf."
• Outcome: Villagers are angry at shepherd
waking them up.
False Negative (FN):
• Reality: A wolf threatened.
• Shepherd said: "No wolf."
• Outcome: The wolf ate all the sheep.
True Negative (TN):
• Reality: No wolf threatened.
• Shepherd said: "No wolf."
• Outcome: Everyone is fine.
Confusion Matrix
19
Hat tip to @mubix: https://twitter.com/mubix/status/1201923641979654146
Google: https://developers.google.com/machine-learning/crash-course/classification/true-false-positive-negative

 S4x19 On-ramp Talk
 Detection is a continuum > use capability you have until you need more
 Don’t overwhelm yourself right off the bat
 Measure your success
Recap: Where do we start?
20
Start small
Use what and who
you already have

 SOC analysts > buy donuts for the ICS Engineers & SMEs
– Work together to define the ICS Alert Philosophy
– Use your existing ICS alarm and SOC alert standards as the reference
 If you don’t have them, use ISA 18.2, EEMUA 191, and NIST SP 800-94
 Start with the ICS DMZ firewall or other ingress/egress points
 Choose from existing firewall logs, Windows logs, switch logs – not all
 Tune IDS or ICS NSM sensors (leverage your vendors during install)
 DON’T put ICS Security Alerts on the HMI
 Operators don’t need extra burden > leave it to the SOC analysts
Focus on the Basics
21

1. Commodity Malware
– Conficker, Ramnit
2. Credential Compromise
– Ukraine Power Grid, ladder logic change (Aurora)
3. Destructive Attack
– KillDisk, overwriting firmware (Ukraine)
4. “Stop the bleeding” if it’s a serious situation
– Wiper malware (NotPetya) or ransomware spreading
Remediation for each play:
– Restore backups, reset passwords, etc
“RUN IT!”Playbooks and Use Cases
23

 Design plays for each phase
 Practice those drills
 Use your players’ strengths
 Exploit their weaknesses
 Finish strong!
Run it!
24

Knowledge
is the most powerful tool
Know and harden the network
 Review what you already have (tighten rules, accounts, backups, etc)
 Identify critical assets and ingress/egress points
Know and tune the network visibility
 Review your existing alarm/alert standards
 Philosophy > implementation > monitoring > metrics
Know what to do when an incident occurs
 Review your disaster recovery and incident response plans
 Run it! > Practice your playbooks
25

 ISA18.2-2016 Alarm Management Standard > aka IEC 62682
 https://www.isa.org/intech/201606standards/
 ISA-TR18.2.2-2016 Alarm Identification and Rationalization
 https://www.isa.org/intech-plus/2017/november/beyond-alarm-management/
 https://www.rockwellautomation.com/resources/downloads/rockwellautomation/pdf/events/a
utomation-fair/2011/psug/afpsug11_ed16.pdf - excellent
 https://en.wikipedia.org/wiki/Alarm_management
 https://www.isa.org/standards-and-publications/isa-publications/intech-magazine/white-
papers/pas-understanding-and-applying-ansi-isa-18-2-alarm-management-standard/
 https://www.automation.com/library/articles-white-papers/alarm-monitoring-
management/keeping-the-peace-and-quiet
 EEMUA Publication 191 Alarm systems - a guide to design, management and procurement
 https://www.eemua.org/Products/Publications/Print/EEMUA-Publication-191.aspx
 The Alarm Management Handbook, 2nd Ed., Hollifield and Habibi, PAS Inc. 2010.
ReferencesICS Alarm Management
26

 NIST SP 800-94, Guide to Intrusion Detection and Prevention Systems (IDPS)
 https://nvlpubs.nist.gov/nistpubs/Legacy/SP/nistspecialpublication800-94.pdf
– Tuning, 2-3, 3-3, 3-4, 4-11, 5-10, 6-5, 7-6
 https://securityonion.readthedocs.io/en/latest/tuning.html
 https://securityonion.readthedocs.io/en/latest/alerts.html
 https://www.zeek.org/current/slides/2016_educause_configuration_and_tuning.pdf
 https://developers.google.com/machine-learning/crash-course/classification/true-false-
positive-negative
 Applied Network Security Monitoring: Collection, Detection, and Analysis. Sanders and Smith.
Syngress, 2013.
Security Engineering
 https://www.controlglobal.com/articles/2019/making-ot-security-engineering-deserve-its-
name
ReferencesSecurity Alert Management
27

Thank you!
chris.sistrunk@mandiant.com

S4x20 - Tuning ICS Security Alerts: An Alarm Management Approach

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