Based on our expertise, we have prepared this comprehensive guide to assist you in addressing your ongoing business issues: "How to choose the Liveness solution that best fits your needs." This guide provides valuable insights into the following key areas: - Demonstrations of next-generation biometric attacks - Cost analysis for organizing a biometric attack - Internal statistics gathered by Oz Forensics - Trends in Active vs. Passive Liveness techniques This comprehensive guide can be further enhanced by complementing it with a viewing of a recorded webinar on the topic: "Expert View: Liveness Against the New Generation of Biometric Attacks." This webinar delves deeper into the subject, offering expert insights and analysis to supplement the information provided in the guide. Find it on our YouTube channel.

1. How to choose
the Liveness solution
that best fits your needs
Serge Malgin
Biometry expert | Oz Forensics
info@ozforensics.com

2. info@ozforensics.com
• Introduction
• What makes the industry different today?
• New Generation of Attacks
• Active vs. Passive Liveness
• Client acquisition vs. risk
• Liveness solution must-have
• Can a scammer hack biometric authentication?
AGENDA

3. info@ozforensics.com
Oz Forensics —
biometric fraud prevention
software vendor.
WHO WE ARE
HQ — UAE
Offices — USA, Kazakhstan
Representatives — Australia, Brazil
Clients
Telecom Banks Fintech
Government
services
KYC
providers
Civil aviation

4. info@ozforensics.com
WHAT MAKES THE INDUSTRY DIFFERENT TODAY?
1. Post-Covid era = remote is the new norm.
2. Global biometric regulation is changing daily.
3. Local laws for biometric security
and data protection.
4. Constantly increasing biometry fraud.
THE TOTAL
IDENTITY FRAUD IMPACT
$52 billion of loss
affecting 42 million
U.S. consumer victims
— 2021*
*2022 Identity Fraud Study: The Virtual Battleground | Javelin (javelinstrategy.com)

5. info@ozforensics.com
Level 1
Up to 30 $
Level 2
300 $
Level 3
3000 $
DETECTING A LIVE PERSON
ISO Standard — 3 levels of attacks:
ISO/IEC 30107-3
To prepare an attack, an impostor would spend a certain
amount of money depending on how sophisticated their
attack is going to be.

6. info@ozforensics.com
Print
30%
Replay
69%
Other
Less than 1%
DAILY STATISTICS: 1. Over 1 M Liveness checks per day
2. Average 0,5 - 0,8% attacks on Liveness:
OUR STATISTICS

7. info@ozforensics.com
NEW GENERATION OF ATTACKS
CAMERA VULNERABILITIES
It is possible to deploy
deepfake videos straight into
the app evading verifications.
Deepfake is hard to detect by
a human, not all the algorithms
can detect it either.
Use of emulators to hack
the mobile apps.

8. info@ozforensics.com
ACTIVE
Upsides:
• Allows action/gesture, which means
consent. Can be used for potential legal
action.
PASSIVE
ACTIVE VS PASSIVE LIVENESS
Upsides:
• 1 process = 1 photo = 1 second.
• Keeps conversion as there is no action.
Downsides:
• Customer journey increases
up to 5 seconds.
• Lower conversion: 5-10%* of clients
can’t/don’t want to make a gesture.
Downsides:
• No consent as there is NO action.
*per Oz Forensics stats

9. info@ozforensics.com
ACTIVE VS PASSIVE LIVENESS TRENDS
OZ FORENSICS STATISTICS

10. TO STORE
OR NOT TO STORE?
Data storage = evidence base,
with data security risks
Not to store = to be 100%
reliant on technology
HOW WILL IT LOOK LIKE?
DIGITAL ARBITRAGE?
• Should have relevant competencies
• Ready to render verdict in disputable
cases
• Must 100% detect the deepfakes.
BUT HOW?
info@ozforensics.com

11. info@ozforensics.com
TWO WAYS TO CALCULATE LIVENESS CHECKS
Server-based Liveness:
On-device Liveness:
Try On-device
Liveness
on Google Play
now

12. info@ozforensics.com
TYPES OF LIVENESS PROCESSING
Liveness features Server-based On-device
Processing users’ image/video on the server on user’s device
Stable Internet connection required yes not required
ISO 30107-3 iBeta Level 1&2 certification yes yes
Fast deployment and integration with REST API yes yes
Speed 1000 RPS yes not required
Horizontal scaling yes not required
SLA 99% availability yes not required
iOS/Android SDK yes yes
WEB SDK yes no
Flexible interface customization yes yes

13. info@ozforensics.com
OTHER ISSUES CHOOSING A LIVENESS SOLUTION
1. Unclear expectations • What do you want to achieve?
3. No Flexibility in the solution • SaaS/On-premise server-based
• On-device
4. Difficulties using the interface • Intuitive interface
• Multiple SDKs
5. Weak SLAs and Tech support • Do you want an accurate
and well supported system?
6. Scalability • How fast do you want to increase your server
capacity?
2. Robustness • ISO/IEC 30107-3 (iBeta Level 1&2)
• Camera spoofing detection

14. info@ozforensics.com
HOW CAN WE HELP?
Talk to us
Tell us about your requirements,
and we help you to choose
the best solution.
Test with us
Choose what works for you well:
testing Liveness checks
and viewing statistics or full-scale
pilot project with integrating
into your infrastructure.
Proof with us
We organise a working chat
with our experts
and they are happy to help you
at every stage of a PoC.
1 2 3

15. info@ozforensics.com
MEET THE ATTACKER
What you see is a deepfake, not a real person. Pretty hard to detect, isn’t it?

16. Thank you!
Serge Malgin
Biometry expert | Oz Forensics
20 years in global software industry
of cyber security and fraud prevention
info@ozforensics.com