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© 2019 | GFT Technologies SE and its affiliates. All rights reserved.
Cinzia Rubattino, 15th October 2019
Big Data and AI in
Finance:
BigData and Cybersecurity for
Digital Finance - session
conclusions
2
Shaping the
future of digital
business
gft.com
Cybercrime Overview
 Worldwide and very broad
problem
 Spreading and becoming
more costly.
Examples:
- The 2017 data breach at
Equifax - more than 140 million
consumers.
- The Swift attack against the
Bangladesh Bank robbery in
February 2016 led to an illegally
transfer of close to US $1 billion
3
Shaping the
future of digital
business
gft.com
Cybercrime costs
06/11/2019
Type here if add
info needed for
every slide
Study from Accenture
4
Shaping the
future of digital
business
gft.com
Financial Institution Specificity
06/11/2019
Reason:
 Money, because of that cyber attackers can directly monetize from each single attack.
 Reliance on critical infrastructure (including payment systems, trading platforms,
central securities depositories and so on).
 Highly interconnected networks.
Type here if add
info needed for
every slide
Typologies and consequences:
 Data breaches: the release of private
information, resulting in loss of reputation
and money. Third-party services are one of
the main cause of this attack.
 Business Disruption: system failures that
can prevent firm from operating.
 Frauds: resulting in financial losses.
Targets:
 Banks account with the bulk of the attacks of 91%
 Insurance companies with 7%.
5
Shaping the
future of digital
business
gft.com
Regulation I – GDPR impact on Big Data
06/11/2019
Type here if add
info needed for
every slide
WHAT
•DATA DO
YOU
HAVE?
WHY
•DO YOU
HAVE IT?
WHEN
•DO YOU
GET IT?
WHERE
•IS IT
STORED?
HOW
•LONG
WILL IT BE
STORED?
WHO
•HAS
ACCESS
TO IT?
DATA
GOVERNANCE
Classification
Catalog
Detection of SD
DATA PRIVACY
Masking SD
Trimming SD
Anonymization
De-Identification
DATA
PROTECTION
Authorization
Authentication
Access Control
Encryption
Penetration Testing
Breach detection
DATA MONITOR
& REPORT
Integrity
Alerting
Vulnerability
Breach
Notification
DATA QUALITY
vs QUANTITY
Minimization
Accuracy
Visualization
6
Shaping the
future of digital
business
gft.com
Regulation II – Open Banking and PSD2
06/11/2019
Type here if add
info needed for
every slide
Open Banking intends to:
 Foster competition in Banking Industry
 Improve customer experience by offering more services
The Second Payment Services Directive (PSD2) aims to:
 Encourage development and use of innovative payments
 Enhance consumer protection against fraud
 Strengthen liability & accountability
 Make cross-border European payment services safer
7
Shaping the
future of digital
business
gft.com 06/11/2019
Type here if add
info needed for
every slide
STRATEGY
GFT HELIX
A
comprehensive
strategy for FI
innovation
8
Shaping the
future of digital
business
gft.com
CUSTOMER CENTRICITY
 Front-end modern architectures
 Design thinking | Digital product design
 Customer life journeys (bus. service design)
 User experience (UX)
COLLABORATION
 Open APIs | Internal APIs
 Business as a platform
 Modular architectures
 Ecosystems (rebundling)
AUTOMATION
 Robotic & intelligent process
automation (RPA | IPA)
 Bots | Virtual assistants
 User & operational analytics | KPIs
GAME CHANGERS
 Artificial intelligence (AI) | Machine learning (ML)
 Natural language processing (NLP)
 Distributed ledger technologies (DLT)
 Augmented, virtual & mixed reality (AR | VR)
CLOUD ENGINEERING
 Cloud assessment & preparation
 Migration & optimisation
 DevOps & CloudOps
 Native cloud development
REGULATORY, RISK &
COMPLIANCE SERVICES
 Compliance & risk control / visualisation
 Regulatory automation
 Business continuity
DATA ENGINEERING
 Data architecture & reengineering
 Data governance & quality
 Data lineage & insights
 Data lakes
PLATFORM ENGINEERING
 Agile & DevOps transformation
 Core platform optimisation & management
 Replatforming | Platform development
 Vendor solutions
 Microservices
INNOVATION
TRANSFORMATION
GFT Helix: Disruption and efficiency at work
06/11/2019
Type here if add
info needed for
every slide
9
Shaping the
future of digital
business
gft.com
GFT Innovation Actions
GFT is Activity Leader and partner of EIT-Digital initiatives, with strong investments in development and product lunch
activities as Business Champion.
STAnD (API-ASSISTANT Innovation Action) boosts a software
assistant for mobile app developers, aiming to rise Cyber-
Security awareness, as a key enabler for GTM strategies and
innovation. Another primary objective is the mitigation of threats
in API-based mobile apps. The solution provides an effective
toolkit and a managed security service, handling GDPR as well.
Teichos is a penetration testing tool to support
security analysts in verifying the reliability of digital
finance server side components to rise cyber-
security awareness. Because of the rising complexity
of the regulatory environment and standards such as
PSD2, financial institutions are more vulnerable.
CYBERSECURITY
CYBERSECURITY
10
Shaping the
future of digital
business
gft.com
BigDataStack delivers a complete high-performant stack of technologies
addressing the emerging needs of data operations and applications. The
stack is based on a frontrunner infrastructure management system that
drives decisions according to data aspects thus being fully scalable,
runtime adaptable and performant for big data operations and data-
intensive applications.
GFT H2020 projects
GFT acts as Coordinator and strategic partner within various H2020 projects, with System Integration, Impact
Management and Pilot management roles.
FINSEC is a flagship project to develop, demonstrate and launch
to the market an integrated, intelligent, collaborative and
predictive approach to the security of critical infrastructures in the
financial sector.
INFINITECH is a joint effort of global leaders in ICT and finance towards
lowering the barriers for BigData/IoT/AI driven innovation, boosting
regulatory compliance and stimulating additional investments. The
project’s results will be validated in the scope of 14 high impact pilots
providing a wide sector’s coverage.
GFT is Coordinator GFT is Coordinator
CYBERSECURITY
BIG DATA
IoT
AEGIS brings together the data, the network & the technologies to create a
curated, semantically enhanced, interlinked &multilingual repository for
public & personal safety-related big data.
BIG DATA
BIG DATA INSURANCE INSURANCE
Shaping the future
of digital business
© 2019 | GFT Technologies SE and its affiliates. All rights reserved.
GFT Italy
Cinzia Rubattino
International Research Project Manager
cinzia.rubattino@gft.com
Thank you!!!

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BigData and Cybersecurity for Digital Finance and conclusions

  • 1. © 2019 | GFT Technologies SE and its affiliates. All rights reserved. Cinzia Rubattino, 15th October 2019 Big Data and AI in Finance: BigData and Cybersecurity for Digital Finance - session conclusions
  • 2. 2 Shaping the future of digital business gft.com Cybercrime Overview  Worldwide and very broad problem  Spreading and becoming more costly. Examples: - The 2017 data breach at Equifax - more than 140 million consumers. - The Swift attack against the Bangladesh Bank robbery in February 2016 led to an illegally transfer of close to US $1 billion
  • 3. 3 Shaping the future of digital business gft.com Cybercrime costs 06/11/2019 Type here if add info needed for every slide Study from Accenture
  • 4. 4 Shaping the future of digital business gft.com Financial Institution Specificity 06/11/2019 Reason:  Money, because of that cyber attackers can directly monetize from each single attack.  Reliance on critical infrastructure (including payment systems, trading platforms, central securities depositories and so on).  Highly interconnected networks. Type here if add info needed for every slide Typologies and consequences:  Data breaches: the release of private information, resulting in loss of reputation and money. Third-party services are one of the main cause of this attack.  Business Disruption: system failures that can prevent firm from operating.  Frauds: resulting in financial losses. Targets:  Banks account with the bulk of the attacks of 91%  Insurance companies with 7%.
  • 5. 5 Shaping the future of digital business gft.com Regulation I – GDPR impact on Big Data 06/11/2019 Type here if add info needed for every slide WHAT •DATA DO YOU HAVE? WHY •DO YOU HAVE IT? WHEN •DO YOU GET IT? WHERE •IS IT STORED? HOW •LONG WILL IT BE STORED? WHO •HAS ACCESS TO IT? DATA GOVERNANCE Classification Catalog Detection of SD DATA PRIVACY Masking SD Trimming SD Anonymization De-Identification DATA PROTECTION Authorization Authentication Access Control Encryption Penetration Testing Breach detection DATA MONITOR & REPORT Integrity Alerting Vulnerability Breach Notification DATA QUALITY vs QUANTITY Minimization Accuracy Visualization
  • 6. 6 Shaping the future of digital business gft.com Regulation II – Open Banking and PSD2 06/11/2019 Type here if add info needed for every slide Open Banking intends to:  Foster competition in Banking Industry  Improve customer experience by offering more services The Second Payment Services Directive (PSD2) aims to:  Encourage development and use of innovative payments  Enhance consumer protection against fraud  Strengthen liability & accountability  Make cross-border European payment services safer
  • 7. 7 Shaping the future of digital business gft.com 06/11/2019 Type here if add info needed for every slide STRATEGY GFT HELIX A comprehensive strategy for FI innovation
  • 8. 8 Shaping the future of digital business gft.com CUSTOMER CENTRICITY  Front-end modern architectures  Design thinking | Digital product design  Customer life journeys (bus. service design)  User experience (UX) COLLABORATION  Open APIs | Internal APIs  Business as a platform  Modular architectures  Ecosystems (rebundling) AUTOMATION  Robotic & intelligent process automation (RPA | IPA)  Bots | Virtual assistants  User & operational analytics | KPIs GAME CHANGERS  Artificial intelligence (AI) | Machine learning (ML)  Natural language processing (NLP)  Distributed ledger technologies (DLT)  Augmented, virtual & mixed reality (AR | VR) CLOUD ENGINEERING  Cloud assessment & preparation  Migration & optimisation  DevOps & CloudOps  Native cloud development REGULATORY, RISK & COMPLIANCE SERVICES  Compliance & risk control / visualisation  Regulatory automation  Business continuity DATA ENGINEERING  Data architecture & reengineering  Data governance & quality  Data lineage & insights  Data lakes PLATFORM ENGINEERING  Agile & DevOps transformation  Core platform optimisation & management  Replatforming | Platform development  Vendor solutions  Microservices INNOVATION TRANSFORMATION GFT Helix: Disruption and efficiency at work 06/11/2019 Type here if add info needed for every slide
  • 9. 9 Shaping the future of digital business gft.com GFT Innovation Actions GFT is Activity Leader and partner of EIT-Digital initiatives, with strong investments in development and product lunch activities as Business Champion. STAnD (API-ASSISTANT Innovation Action) boosts a software assistant for mobile app developers, aiming to rise Cyber- Security awareness, as a key enabler for GTM strategies and innovation. Another primary objective is the mitigation of threats in API-based mobile apps. The solution provides an effective toolkit and a managed security service, handling GDPR as well. Teichos is a penetration testing tool to support security analysts in verifying the reliability of digital finance server side components to rise cyber- security awareness. Because of the rising complexity of the regulatory environment and standards such as PSD2, financial institutions are more vulnerable. CYBERSECURITY CYBERSECURITY
  • 10. 10 Shaping the future of digital business gft.com BigDataStack delivers a complete high-performant stack of technologies addressing the emerging needs of data operations and applications. The stack is based on a frontrunner infrastructure management system that drives decisions according to data aspects thus being fully scalable, runtime adaptable and performant for big data operations and data- intensive applications. GFT H2020 projects GFT acts as Coordinator and strategic partner within various H2020 projects, with System Integration, Impact Management and Pilot management roles. FINSEC is a flagship project to develop, demonstrate and launch to the market an integrated, intelligent, collaborative and predictive approach to the security of critical infrastructures in the financial sector. INFINITECH is a joint effort of global leaders in ICT and finance towards lowering the barriers for BigData/IoT/AI driven innovation, boosting regulatory compliance and stimulating additional investments. The project’s results will be validated in the scope of 14 high impact pilots providing a wide sector’s coverage. GFT is Coordinator GFT is Coordinator CYBERSECURITY BIG DATA IoT AEGIS brings together the data, the network & the technologies to create a curated, semantically enhanced, interlinked &multilingual repository for public & personal safety-related big data. BIG DATA BIG DATA INSURANCE INSURANCE
  • 11. Shaping the future of digital business © 2019 | GFT Technologies SE and its affiliates. All rights reserved. GFT Italy Cinzia Rubattino International Research Project Manager cinzia.rubattino@gft.com Thank you!!!

Notas del editor

  1. Cybercrime is a worldwide and very broad problem. In the last years is spreading and becoming more costly. Some examples: The 2017 data breach at Equifax created a turmoil in the global markets and affected more than 140 million consumers. The Swift attack against the Bangladesh Bank robbery (i.e. the Bangladesh Bank cyber heist), which took place in February 2016 led to an illegally transfer of close to US $1 billion from the Federal Reserve Bank of New York account belonging to Bangladesh Bank.
  2. In this study made from Accenture is clear how the cost of cybercrimes is increasing, splitted per category. These are just some of the possible cyber attacks that all kinds of companies may suffer from. Financial services emerged to afford the higher expenses because of cybercrimes, compared with other kinds of industries.
  3. The financial services industry has unique information security requirements and are particularly exposed due to: Money, because of that cyber attackers can directly monetize from each single attack. Reliance on critical infrastructure (including payment systems, trading platforms, central securities depositories and so on). Highly interconnected networks. Three main groups can be identified, differing by typologies and consequences: Data breaches: the release of private information, resulting in loss of reputation and money. Third-party services are one of the main cause of this attack. Business Disruption: system failures that can prevent firm from perating. Frauds: resulting in financial losses. Among financial institutions two sub-groups have been identified, regarding cybersecurity expenses and cyberattacks targets. Banks account for the bulk of the attacks with 91%, followed by insurance companies with 7%.
  4. GFT Brasil Consultoria Informática Ltda. GFT Canada Inc. GFT Costa Rica S.A. GFT Experts GmbH GFT Financial Limited GFT France S.A.S. GFT Holding Italy S.r.l. GFT IT Consulting S.L.U. GFT Italia S.r.l. GFT México S.A. de C.V. GFT Poland Sp. z o.o. GFT Real Estate GmbH GFT Schweiz AG GFT Smart Technology Solutions GmbH GFT Technologies Belgique S.A. GFT Technologies Canada Inc. GFT Technologies S.A.U. GFT Technologies SE GFT Technologies Toronto Inc. GFT UK Limited GFT USA Inc. GFT Appverse, S.L.U.