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Copyright	©	2016	Splunk	Inc.
Splunk	for	Enterprise	Security	
featuring	
User	Behaviour	Analytics
SplunkLive Sydney	2016
Vlado	Vajdic,	Sr SE
2
2
> Vlado Vajdic vlado@splunk.com
• 1 year as a Splunk Sales Engineer
• 15+ years in IT security
• Trend Micro, RSA, ... , Sun Microsystems
• First used Splunk in 2010
• GCFA, but don’t take this against me
whoami
3
LEGAL	NOTICE
During	the	course	of	this	presentation,	we	may	make	forward-looking	statements	regarding	future	
events	or	the	expected	performance	of	the	company.	We	caution	you	that	such	statements	reflect	our	
current	expectations and estimates based	on	factors	currently	known	to	us	and	that	actual	events	or	
results	could	differ	materially.	For	important	factors	that	may	cause	actual	results	to	differ	from	those	
contained	in	our	forward-looking	statements,	please	review	our	filings with	the	SEC. The	forward-
looking	statements	made	in	this	presentation	are	being	made	as	of	the	time	and	date	of	its	live	
presentation. If reviewed	after its	live	presentation, this	presentation	may	not	contain	current	or	
accurate	information. We	do	not	assume	any	obligation	to	update	any	forward-looking	statements	
we may make. In	addition,	any	information	about	our roadmap	outlines	our	general	product	direction	
and	is	subject	to	change	at	any	time	without	notice.	It is	for	informational	purposes	only	and	shall	
not be	incorporated	into	any	contract	or	other	commitment.	Splunk	undertakes	no	obligation	either	to	
develop	the	features	or	functionality	described or	to	include	any	such	feature	or	functionality	in	a	
future	release.
4
Agenda
Splunk	Security	Update
Enterprise	Security	4.2
User	Behavior	Analytics	2.3
5
Data	Breaches	in	Australia
6
2016	Cost	of	Data	Breach	Study
The	cost	of	a	data	breach	continues	to	rise:	$158	per	record
The	largest	component	of	the	total	cost	of	a	data	breach	is	lost	business
“Time	to	Identify”	and	“Time	to	Contain”	a	data	breach	is	critical	
Malicious	or	criminal	attacks	were	the	primary	root	causes	of	a	data	breach.
Average	total	cost	of	data	breach	in	Australia	is	$2.64	million
Key	factor	to	reduce	the	cost	of	a	data	breach	is	enabling	incident	response	
Data	breaches	in	regulated	industries	are	more	costly	
Source: June	2016
7
App
Servers
Network
Threat	Intelligence
Firewall
Web	Proxy
Internal	Network	
Security
Endpoints
Splunk:	the	Security	Nerve	Center	for	the	Enterprise
Identity
8
Splunk	Solutions
VMware
Platform	for	Machine	Data
Exchange PCISecurity
Across	Data	Sources,	Use	Cases	and	Consumption	Models
IT	Svc	Int
Splunk	Premium	Solutions Ecosystem	of	Apps
ITSI UBA
UBA
Mainframe
Data
Relational
Databases
MobileForwarders Syslog/TCP IoT
Devices
Network
Wire	Data
Hadoop	
&	NoSQL
9
Splunk	for	Security
DETECTION	 OF	
CYBERATTACKS
INVESTIGATION	
OF	THREATS	AND	
INCIDENTS
OPTIMIZED	
INCIDENT	
RESPONSE	 AND	
BREACH	ANALYSIS
DETECTION	 OF	
INSIDER	THREATS
SECURITY	&	
COMPLIANCE	
REPORTING
SPLUNK	UBA SPLUNK	ES
Threat Intelligence Identity and CloudEndpointNetwork
Splunk	Security	Ecosystem
What	is	
Splunk	Enterprise	Security?
Platform	for	Machine	Data
Splunk	Enterprise	Security
Analytics-driven	Security
Security	and	
Compliance	Reporting
Monitor	and	
Detect	Threats
Investigate	Threats	
and	Incidents
Optimize	Response	
using	Workflows
13
Security	Intelligence
13
Developer
Platform
Report	
and	
analyze
Custom	
dashboards
Monitor	
and	alert
Ad	hoc	
search
Threat
Intelligence
Asset	
&	CMDB
Employee
Info
Data
Stores
Applications
Online	
Services
Web	
Services
Security
GPS	
Location
Storage
Desktops
Networks
Packaged	
Applications
Custom
Applications
Messaging
Telecoms
Online	
Shopping	
Cart
Web	
Clickstreams
Databases
Energy	
Meters
Call	Detail	
Records
Smartphones	
and	Devices
Firewall
Authentication
Threat	
Intelligence
Servers
Endpoint
Data	Enrichment
Search-time	Data	Normalization
14
Splunk	ES	in	the	Gartner	SIEM	Magic	Quadrant
*Gartner,	Inc.,	SIEM	Magic	Quadrant	2011-2015.	Gartner	does	not	endorse	any	vendor,	product	or	
service	depicted	in	its	research	publication	and	not	advise	technology	users	to	select	only	those	
vendors	with	the	highest	ratings	or	other	designation.	Gartner	research	publications	consist	of	the	
opinions	of	Gartner’s	research	organization	and	should	not	be	construed	as	statements	of	fact.	
Gartner	disclaims	all	warranties,	express	or	implied,	with	respect	to	this	research,	including	any	
warranties	of	merchantability	or	fitness	for	a	particular	purpose.	
2015 - Leader	(the	only	vendor	to	
improve	its	visionary	position)
2014 - Leader	
2013 - Leader
2012 - Challenger
2011 - Niche	Player
2015
What’s	New
Splunk	Enterprise	Security	v4
16
Behavioral	Analytics	in	the	SIEM	Workflow
• All	UBA	anomalies	now	available	in	ES
• SOC	Manager:	UBA	Reporting	within	ES
• SOC	analyst:	UBA	anomaly	data	available	for	enhanced	correlation
• Hunter/Investigator:	Ad-hoc	searching/pivoting	
16
Detect	and	Investigate	faster	using	ML	integrated	with	SIEM
17
Attack	and	Investigation	Timelines
Adding	content	to	timeline:
17
Action History
Actions :
• Search Run
• Dashboard Viewed
• Panel Filtered
• Notable Status Change
• Notable Event
Suppressed
Investigator Memo
Memo :
- Investigator’s memos
inserted in desired timeline
Incident Review
Incident :
- Notable events from
Incident Review
Analyst /
Investigator
18
Splunk	ES	- MSSP	Partners
Verizon
“Splunk	is	enabling	our	next	generation	platform.	With	these	new	capabilities,	we	are	arming	our	
clients	with	the	tools	and	systems	necessary	to	shift	the	balance	and	make	it	harder	for	
cybercriminals	to	succeed.”
Vinny	Lee,	Director	of	Product	Management,	Verizon	Enterprise	Solutions.
Herjavec	Group
"Splunk’s	solutions	are	cutting	edge	- changing	the	way	security	teams	operate	at	every	level.	That	
is	why	Splunk	is	such	a	key	contributor	to	our	security	operations	center	and	managed	services	
practice,”	
Robert	Herjavec,	Founder	and	CEO,	Herjavec	Group.	
Accenture
“Our	alliance	with	Splunk	is	another	strong	example	of	how	Accenture	is	impacting	our	clients’	
businesses	with	‘new	IT.’”	
Bhaskar	Ghosh,	Group	Chief	Executive,	Accenture	Technology	Services.
ES	Demo
What	is	Splunk	UBA?
21
ENTERPRISE SECURITY	OPS	CHALLENGES
21
THREATS
PEOPLE
EFFICIENCY
External,	Insiders,	Hidden	
And/Or	Unknown
Availability	of	
Security	Expertise
False	Positives	vs	True	
Positives
22
Splunk	UBA: TECHNOLOGY
ANOMALY	DETECTION THREAT	
DETECTION
UNSUPERVISED	
MACHINE	LEARNING
BEHAVIOUR	
MODELING
REAL	TIME	&	BIG	DATA	
ARCHITECTURE
23
REAL-TIME,	BIG	DATA	
ARCHITECTURE
SCALABLE	
ARCHITECTURE
500M
EVENTS/NO
DE/DAY
24
MULTI-ENTITY	BEHAVIORAL	MODEL
APPLICATION
USER
HOST
NETWORK
DATA
25
EVOLUTION
COMPLEXITY
RULES		-THRESHOLD
POLICY		-THRESHOLD
POLICY		-STATISTICS
UNSUPERVISED	
MACHINE	LEARNING
POLICY		-PEER	
GROUP	STATISTICS
SUPERVISED	
MACHINE	LEARNING
LARGEST	LIBRARY	
OF	UNSUPERVISED	ML	ALGORITHMS
26
DESIGNED	FOR	A	
HUNTER
ANALYSTANOMALY	DETECTION
APPLYING	ML	AGAINST	
BEHAVIOUR	BASELINES
27
DESIGNED	FOR	A	
SOC	ANALYST
THREAT	DETECTION
ML-DRIVEN	AUTOMATED	
OR	RULES	BASED
ANOMALY	CORRELATION
THREATS	UNCOVERED
ACCOUNT	TAKEOVER
• Privileged	account	compromise
• Data	loss
LATERAL	MOVEMENT
• Pass-the-hash	kill	chain
• Privilege	escalation
INSIDER	THREATS
• Misuse	of	credentials
• IP	theft
MALWARE	ATTACKS
• Hidden	malware	activity
• Advanced	Persistent	Threats	(APTs)
BOTNETs,	C&C
• Malware	beaconing
• Data	exfiltration
USER	&	ENTITY	BEHAVIOR	ANALYTICS
• Login	credential	abuse
• Anomalous	behaviour
Web	Gateway
Proxy	Server
Firewall
Box,	Salesforce,	
Dropbox,	other	SaaS	
apps
Mobile	Devices
Anti-Malware
Threat	Intelligence
DATA SOURCES	for	UBA
29
Active	Directory/
Windows
Single	Sign-on
HR	- Identity
VPN
DNS,	DHCP
Identity/Auth SaaS/MobileSecurity	
Controls
External	Threat	
Feeds
Activity
(N-S,	E-W)
K	E	Y OPTIONAL
DLP
AWS	CloudTrail
Endpoint
IDS,	IPS,	AV
30
Data	Flows:	Splunk	ES/UBA
API	CONNECTOR
SYSLOG
FORWARDER
Explore Visualize ShareAnalyze Dashboards
RESULTS
THREAT	 &	ANOMALY	DATA
QUERY
UBA
REQUEST	 FOR	
ADDITIONAL	 DETAILS
THREATS	 &	 ANOMALIES
RESULTS
QUERY
NOTABLE	EVENTS
RISK	SCORING	FRAMEWORK
WORKFLOW	MANAGEMENT
What’s	New	in	UBA	v2
32
Threat	Modeling	Framework
Create custom	threats	using	60+
anomalies.	Examples:
§ Compromised	Account:	Accessed	
blacklisted	domain	followed	by	outgoing	
connection	along	with	unusual	geo	
locations
§ Compromised	Device:	Beaconing
followed	by	outgoing	connections	along	
with	unusual	geo	locations
Threat	Customization	using ML	generated	anomalies
Enhanced	Threat	Detection
32
33
Enhanced	Threat	Detection
Visibility	and	baseline	
metrics	for	users,	devices,	
applications	and	
protocols,	dynamic	peer	
groups,	assess	the	
individual	user	risk,	
new/enhanced	models:	
device	model,	USB	
activity,	unusual	activity	
time,	lateral	movement,	
and	unusual	file	access		
30+
new	metrics
USER	CENTRIC DEVICE	CENTRIC
APPLICATION	 CENTRIC PROTOCOL	CENTRIC
33
UBA	Demo
35
SEPT	26-29,	2016
WALT	DISNEY	WORLD,	ORLANDO
SWAN	AND	DOLPHIN	RESORTS
• 5000+		IT	&	Business	Professionals
• 3	days	of	technical	content
• 165+	sessions	
• 80+	Customer	Speakers
• 35+	Apps	in	Splunk	Apps	Showcase
• 75+	Technology	Partners
• 1:1	networking:	Ask	The	Experts	and	Security	
Experts,	Birds	of	a	Feather	and	Chalk	Talks
• NEW	hands-on	labs!	
• Expanded	show	floor,	Dashboards	Control	
Room	&	Clinic,	and	MORE!	
The	7th Annual	Splunk	Worldwide	Users’	Conference
PLUS	Splunk	University
• Three	days:	Sept	24-26,	2016
• Get	Splunk	Certified	for	FREE!
• Get	CPE credits	for	CISSP,	CAP,	SSCP
• Save	thousands	 on	Splunk	education!
Thank	You!

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