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Conference Chair: Maëva Ghonda
Conference Co-Chair: Dr. Christoph Zindel
Opening Remarks: U.S. Congressman Bill Foster
Policy Issues in AI and Quantum
Computing
Mr. Killian Gross, European Commission Brussels, Head
of Unit DG CNECT A/2, Artificial Intelligence
The European Commission’s work on Artificial
Intelligence
Mr. Murray Thom, Vice President of Software and Cloud
Services, D-Wave Systems, Inc.
Practical Quantum Computing in Medicine
Conference Keynote: Dr. Christoph Zindel, Board
Member, Siemens Healthineers
Digital Transformation of Healthcare
through Artificial Intelligence
Dr. Gil Alterovitz, Director, National Artificial Intelligence
Institute, U.S. Department of Veterans Affairs
Artificial Intelligence R&D from Lab to Practice
Mr. Taro Shimada, Executive Officer, Corporate Senior
Vice President at Toshiba Corporation
Enabling the Quantum Internet of the Future
Conference Keynote: Maëva Ghonda,
Sustainability Scientist and Editor, IEEE Quantum
Computing Newsletter
Quantum Computing for Sustainability
Dr. Dorin Comaniciu, Senior Vice President of Artificial
Intelligence and Digital Innovation, Siemens Healthineers
The Impact of Artificial Intelligence and
Computing Power in Healthcare: From
Diagnosis to Digital Twin
Dr. Michele Mosca, CEO, evolutionQ
Toward Prosperity and Resilience in the
Quantum Era
Closing Remarks: Dr. Paul Lopata, Principal
Director Quantum Science, The Pentagon, Office of
the Under Secretary of the U.S. Department of
Defense
A U.S. Department of Defense Perspective
on Quantum Computing: The Need for
Long-Term Thinking
What’s Next?
CEO Summit on Quantum Computing
1-Dec-2021
Executive Summit on Quantum Computing
for Aerospace
30-Mar-2022
Mr. Mike Brown, Chief Technology Officer, ISARA
Corporation
Preparing Health Care for the Quantum Age
Welcome to the Executive Summit on Quantum Computing and Artificial Intelligence. We invite the greatest forward-
thinking thought leaders defining the future of Quantum Computing, Cryptography and Artificial Intelligence. This international
conference is the platform for the exchange of thought-provoking ideas by global innovators shaping industries of the future.
Congressman Bill Foster
Unrestricted © Siemens Healthineers, 2021
Digital Transformation
of Healthcare through AI
Christoph Zindel, MD
Member of the Board of Management
Siemens Healthineers
2
Frei verwendbar © Siemens Healthineers, 2021
Unrestricted © Siemens Healthineers, 2021
2
Christoph Zindel
3
Frei verwendbar © Siemens Healthineers, 2021
Christoph Zindel
Unrestricted © Siemens Healthineers, 2021
3
Every 1.8 seconds
there’s the diagnosis:
Cancer
4
Frei verwendbar © Siemens Healthineers, 2021
Christoph Zindel
Unrestricted © Siemens Healthineers, 2021
4
There’s no such thing as
“one single” liver cancer:
Cancer is one of the
most complex
diseases
there are many
5
Frei verwendbar © Siemens Healthineers, 2021
Christoph Zindel
Complex diseases often go along with
complex decision making
Unrestricted © Siemens Healthineers, 2021
5
6
Frei verwendbar © Siemens Healthineers, 2021
Christoph Zindel
Unrestricted © Siemens Healthineers, 2021
6
Challenging:
Making the right decision after an
18 hours shift …
7
Frei verwendbar © Siemens Healthineers, 2021
Christoph Zindel
Unrestricted © Siemens Healthineers, 2021
7
… while the need for care is
growing
8
Frei verwendbar © Siemens Healthineers, 2021
Christoph Zindel
Unrestricted © Siemens Healthineers, 2021
8
Reality for half of mankind
Little or no access
to quality care
9
Frei verwendbar © Siemens Healthineers, 2021
Christoph Zindel
Unrestricted © Siemens Healthineers, 2021
9
AI is key
10
Frei verwendbar © Siemens Healthineers, 2021
Unrestricted © Siemens Healthineers, 2021
10
Christoph Zindel
Remote AI-supported diagnostics bring expertise
everywhere …
11
Frei verwendbar © Siemens Healthineers, 2021
Unrestricted © Siemens Healthineers, 2021
11
COVID-19 data courtesy of CHR East Belgium.
Christoph Zindel
… also during the
pandemic
12
Frei verwendbar © Siemens Healthineers, 2021
Unrestricted © Siemens Healthineers, 2021
12
Christoph Zindel
17/365
13
Frei verwendbar © Siemens Healthineers, 2021
Christoph Zindel
Unrestricted © Siemens Healthineers, 2021
13
To keep up with internal
medicine, one has to read
17 articles a day
for 365 days
14
Frei verwendbar © Siemens Healthineers, 2021
Unrestricted © Siemens Healthineers, 2021
14
AI empowers evidence-based,
individualized decisions for the
best possible
outcome …
AI-Pathway Companion Lung Cancer, AI-Pathway Companion Breast Cancer, AI-Pathway Companion Coronary Artery Disease, and AI-Pathway
Companion Infectious Diseases are under development and not commercially available. Its future availability cannot be ensured.
Christoph Zindel
Unrestricted © Siemens Healthineers, 2021
14
15
Frei verwendbar © Siemens Healthineers, 2021
Unrestricted © Siemens Healthineers, 2021
15
Christoph Zindel
… and supports
more individualized
treatment planning
16
Frei verwendbar © Siemens Healthineers, 2021
Source: https://www.frontiersin.org/articles/10.3389/fcvm.2021.633611/full
Christoph Zindel
Unrestricted © Siemens Healthineers, 2021
16
You would want the best preparation
for your child’s heart operation,
wouldn’t you?
17
Frei verwendbar © Siemens Healthineers, 2021
Unrestricted © Siemens Healthineers, 2021
17
This product/feature is based on research. It is not yet commercially available.
Due to regulatory reasons its future availability cannot be guaranteed.
Christoph Zindel
Digital twins
could allow treatment simulations
18
Frei verwendbar © Siemens Healthineers, 2021
Unrestricted © Siemens Healthineers, 2021
18
The concepts and information presented in this slide deck are based on research results that are not commercially available.
Christoph Zindel
Digital twin
Lifelong, personalized physiological
model updated with each scan, exam
Unrestricted © Siemens Healthineers, 2021
18
Person-centric prevention
and holistic treatment
19
Frei verwendbar © Siemens Healthineers, 2021
Christoph Zindel
Unrestricted © Siemens Healthineers, 2021
19
Digitalizing healthcare requires
computing power
and expertise …
20
Frei verwendbar © Siemens Healthineers, 2021
… but also trust
and security
Christoph Zindel
Unrestricted © Siemens Healthineers, 2021
20
21
Frei verwendbar © Siemens Healthineers, 2021
Christoph Zindel
Unrestricted © Siemens Healthineers, 2021
21
Personal health data
needs to stay
private
22
Frei verwendbar © Siemens Healthineers, 2021
Christoph Zindel
Unrestricted © Siemens Healthineers, 2021
22
Remote diagnostics and treatment
needs to be secure
23
Frei verwendbar © Siemens Healthineers, 2021
Christoph Zindel
Unrestricted © Siemens Healthineers, 2021
23
Our answer is
data security
by design
24
Frei verwendbar © Siemens Healthineers, 2021
Christoph Zindel
Unrestricted © Siemens Healthineers, 2021
24
1903
Wright Flyer
25
Frei verwendbar © Siemens Healthineers, 2021
Christoph Zindel
Unrestricted © Siemens Healthineers, 2021
25
2005
Airbus A380
26
Frei verwendbar © Siemens Healthineers, 2021
Christoph Zindel
Unrestricted © Siemens Healthineers, 2021
26
1885
First car
1888
First route 121 miles
Source: https://www.daimler.com/konzern/tradition/geschichte/1885-1886.html
27
Frei verwendbar © Siemens Healthineers, 2021
2005
99% autonomous driving
9 days, 3,400 miles
Christoph Zindel
Unrestricted © Siemens Healthineers, 2021
27
Source: https://www.wired.com/2015/04/delphi-autonomous-car-cross-country/
28
Frei verwendbar © Siemens Healthineers, 2021
Christoph Zindel
Unrestricted © Siemens Healthineers, 2021
28
1941
Z3
First functional
digital computer
29
Frei verwendbar © Siemens Healthineers, 2021
Unrestricted © Siemens Healthineers, 2021
29
Christoph Zindel
Quantum
computing
The next big thing
in healthcare?
30
Frei verwendbar © Siemens Healthineers, 2021
Unrestricted © Siemens Healthineers, 2021
30
Christoph Zindel
Unrestricted © Siemens Healthineers, 2021
30
“I think I can safely say
nobody understands
Quantum Mechanics”
Richard P. Feynman
The Messenger Lectures
1964, MIT
31
Frei verwendbar © Siemens Healthineers, 2021
Unrestricted © Siemens Healthineers, 2021
31
Christoph Zindel
Healthcare might be
at the dawn of a
revolution
32
Frei verwendbar © Siemens Healthineers, 2021
Unrestricted © Siemens Healthineers, 2021
32
Christoph Zindel
Alice, Bob & Medtech must
rethink communication
33
Frei verwendbar © Siemens Healthineers, 2021
Unrestricted © Siemens Healthineers, 2021
33
Christoph Zindel
Research is underway for secure
Post Quantum
Cryptography
Source: “nature” / https://www.nature.com/articles/s41586-020-2401-y
34
Frei verwendbar © Siemens Healthineers, 2021
Unrestricted © Siemens Healthineers, 2021
34
Christoph Zindel
Time is brain: stroke patients will profit from real time
traffic flow optimization
Source: https://pubmed.ncbi.nlm.nih.gov/16339467/
35
Frei verwendbar © Siemens Healthineers, 2021
Unrestricted © Siemens Healthineers, 2021
35
Christoph Zindel
Unrestricted © Siemens Healthineers, 2021
35
Thank you
for your attention!
The European Commission’s
work on Artificial Intelligence
Kilian Gross, DG CONNECT
The White Paper on AI & follow-up
The forthcoming legislative framework for AI
The Coordinated Plan on AI 2021 Review
Agenda
1
3
2
The White Paper on Artificial
Intelligence & follow-up
White Paper on AI
A European approach
to excellence and trust
A European approach to trust
Foster citizens’ confidence in AI and provide legal
certainty for users by ensuring compliance with EU
rules, including fundamental and consumer rights.
A European approach to excellence
Mobilising resources to promote research and
innovation as well as the adoption of AI-based
solutions, including by SMEs.
Towards Trustworthy Artificial Intelligence in
the European Union
Fostering an ecosystem of excellence
Support
excellence and
testing centres
Digital
Innovation
Hubs with high
degree of AI
expertise
New
Public-Private
Partnership in
AI
Networks of
leading
universities
Coordinate
with Member
States
Adopt AI
Programme for
public sector
Scale-up
equity fund for
AI in InvestEU
Key actions to accelerate AI development, application and use
Completed In progress In progess
Analyse responses
to the public
consultation, incl.
Member States
input
Review the
Coordinated Plan
together with the
Member States
Drafting the
regulatory
proposal on AI
Publication of a revised
Coordinated Plan and a
proposal for a regulatory
framework
TIMELINE
Fist half of 2021
Following up on the White Paper on AI
A public consultation on the AI White Paper
gathered broad participation
1 215
Responses
received
February –
June 2020
406 citizens
352 business and industry
160 civil society
… 72 other
152 academia
73 public authorities
Need for new legislation
All respondents, excl. no answer
Breaching fundamental rights Discriminatory outcomes
90% 87%
Main concerns of respondents:
Focussed on high-risk?
• Only 3% think that current
legislation is fully sufficient.
• 33% find that the current legislation
may have some gaps.
• 42% say there is a need for a new
legislation
• 43% of respondents agree that
compulsory requirements should
be limited to high-risk AI
applications.
• 31% do not agree with the limitation
to high-risk
Public consultation: Ecosystem of trust
A legislative framework for
Artificial Intelligence
Creating an ecosystem of trust
“
We want a set of rules that puts
people at the centre. Algorithms
must not be a black box and there
must be clear rules if something
goes wrong.
President von der Leyen
State of the Union address, 16/9/2020
Risks for safety and fundamental rights need to be addressed.
A risk-based and proportionate approach to
regulation
Creating an innovation-friendly legal framework by focusing on
high-risk uses of AI.
A risk-based and proportionate
regulatory approach could entail:
• Identification of AI systems posing a
particularly high risk to the safety and
fundamental rights of citizens
• Mandatory requirements and
ex-ante conformity assessment
for high-risk AI systems
• Specific rules for remote biometric
identification
✔ Training data
✔ Data and record keeping
✔ Information to be provided
✔ Robustness and accuracy
✔ Human oversight
The requirements may be further
specified through standards.
Possible requirements for
high-risk AI systems
Ensuring safety and fundamental rights
compliance through conformity assessments
Public Consultation
on the AI White Paper
49%
…of respondents explicitly
advocated mandatory
third-party conformity
assessments or
self-assessments for high-risk
AI.
Ex ante conformity assessments are necessary to
verify compliance with the high-risk requirements.
They could entail procedures for testing and inspection,
including checks of testing and training data.
Should be part of existing
conformity assessment
mechanisms where
available.
Where not available, new
mechanisms need to be
established (drawing on
SSOs and standards)
The Coordinated Plan on AI
2021 review
Why a 2021 review?
The Coordinated Plan on AI 2021 review
► Some 70 individual forward-looking
actions
► Developed together with the Member
States
► Member States were encouraged to
develop national AI strategies
► Set up as a rolling plan to be updated
regularly
The Coordinated Plan 2018
► Covid-19 pandemic
► Policy alignment with new priorities (e.g.
Green Deal)
► The Recovery and Resilience Facility (+ Digital
Europe Programme and Horizon Europe) as a
game changer
► Policy alignment with the White Paper on AI
► Take into account technological developments
► Lessons learned from last two years of
implementation
The Coordinated Plan represents a joint commitment (Commission & Member States):
by working together, Europe can maximise its AI potential to compete globally.
The Coordinated Plan on AI 2021 review
To shape
development of
trustworthy AI to
benefit all citizens
and business
To mobilise
resources for AI in
Europe to succeed
and grow.
OBJECTIVES
To create enabling
conditions for the
development and
uptake of AI
To advance the
EU’s global
position and
reputation in AI
Thank you
© European Union 2020
Unless otherwise noted the reuse of this presentation is authorised under the CC BY 4.0 license. For any use or reproduction of elements that are
not owned by the EU, permission may need to be sought directly from the respective right holders.
Slide xx: element concerned, source: e.g. Fotolia.com; Slide xx: element concerned, source: e.g. iStock.com
Dr. Gil Alterovitz
Practical
Quantum Computing
Copyright © D-Wave Systems Inc.
Copyright © D-Wave Systems Inc.
Built for business
Murray Thom
Vice President of Product Management
Apr 7, 2021
Copyright © D-Wave Systems Inc.
Reflections On The Field of
Medicine
“Medicine is what has been tested and works,
everything else is just tea.”
-- credit to a forgotten comedian
Copyright © D-Wave Systems Inc.
• Protein design pioneer Menten AI has developed the first process using hybrid quantum
programs to determine protein structure for de novo protein design with very encouraging
results often outperforming classical solvers.
• Menten AI’s unique protein designs have been computationally validated, chemically
synthesized, and are being advanced to live-virus testing against COVID-19.
Drug Discovery
Copyright © D-Wave Systems Inc.
Copyright © D-Wave Systems Inc.
Routing & Mobility
• DENSO used the Advantage system in the Leap quantum cloud service for a
vehicle routing problem, to find the best routing scheme for multiple vehicles
that achieves the lowest cost under various circumstances.
• With Advantage and the hybrid solver service, they could optimize 20 delivery
vehicles, delivering to 160 customers, in 29 time slots. This real-world sized
problem that used 44,520 logical qubits.
Copyright © D-Wave Systems Inc.
Copyright © D-Wave Systems Inc.
OLED Materials
• OTI develops new materials for Organic LEDs used in consumer products
• Developed hybrid quantum-classical workflows for their complex electronic
structure calculations yielding precise results
• Able to realize an industrial benefit by reducing the time solution in their use of
these hybrid workflows
Copyright © D-Wave Systems Inc.
Copyright © D-Wave Systems Inc.
The Forefront Of A Maturing
Quantum Industry
• Already supporting commercial
applications
• 20,000+ developers in Leap
• Entrepreneurs are building
businesses based on quantum
• Service providers tooling up
• New cloud offerings
• Incubators and universities are
producing quantum start-ups
Amazon Braket
8 Copyright © D-Wave Systems Inc.
The past 20 years
Quantum computing is
highly theoretical, impractical
and only available to a
small group within the
scientific community
PHASE 1
PHASE 4
100x speedup over
best classical heuristics
Speed-Up On
Benchmark Problem
3Mx speedup over best
classical heuristics
Quantum Advantage
Quantum computers
demonstrate absolute
advantage on real
world problems
PHASE 2 Speedup on Physics Problems
You Are
Here
Customer Advantage
Professional services go-to-market yielding
business applications running in production
with demonstrated ROI
Theoretical Foundation
Strengthened
PHASE 3
250+ Early
Applications
8
The Future is Now
Better Together
In-production applications at business scale
The quantum cloud service
built for business
Immediate access
Integrated IDE
1 million variable hybrid solver
Collaboration
The quantum computer
built for business
New processor
More complex problems
5,000+ qubits
2.5x qubit connectivity
Copyright © D-Wave Systems Inc.
The only real-time quantum cloud access and quantum application environment
D-Wave Advantage Cloud-based Real-time access User interface
Real-time cloud access
Programming model
Open-source tools and templates
Interactive tools and visualization
Community support
Online training and resources
Cloud access to the
D-Wave quantum computer
Copyright © D-Wave Systems Inc.
Copyright © D-Wave Systems Inc.
Hybrid Solvers
In Leap
• Binary quadratic model solvers
• Up to 1,000,000 variables
• Enables enterprise-scale problem solving
• Accepts problems with binary variables
• Discrete quadratic model solvers
• Expands into new problem types
• Enables optimization with option selection: e.g.,
Choose one of 11, 19, 29
• Accepts discrete multi-level variables
Solvers that run problems
on a combination of quantum
and classical resources
BUSINESS APPLICATION
HYBRID
Classical Computing
Copyright © D-Wave Systems Inc.
Get immediate access
cloud.dwavesys.com/leap
Check out customer presentations:
www.youtube.com/user/dwavesystems
Unlock Quantum
• 1,000,000 variables
• Hybrid solvers accept more
problem forms
• Real-world applications
• Access to Advantage in
Leap today
© 20XX Toshiba XXX Corporation
Taro Shimada
Corporate SVP & Chief Digital Officer
Toshiba Corporation
April 7, 2021
IEEE Executive Summit on Quantum Computing and Artificial Intelligence
Enabling the Quantum Internet of the future
1
© 2021 Toshiba Corporation
This presentation material is copyright protected.
The materials provided in this presentation and any comments or
information provided by the presenter are for educational purposes only.
Toshiba and Toshiba logo are trademarks of Toshiba Corporation
Notice
2
© 2021 Toshiba Corporation
Visionary - Beginning of Internet Evolution
Internet Quantum Internet
Multi $T
Industry Revolution
Web
1970
PC
Mobile Phone
SNS/Smart Phone
1990 2000 2010 2020
IoT
One Billion
Users
…
Four
Billions
Users
$Trillions
All in One
“Super Fast & Secure” Quantum Internet
Quantum
Computer
Quantum
Comms
& Crypto
Quantum
Sensing
Fast Secure
Finance
Healthcare
Government
Home
Enterprise
Birth of
Internet
Global Comms Backbone
ICT Infrastructure Social Infrastructure
Next 50 Years
Quantum Computing, Sensing, Communications & Cryptographies
3
© 2021 Toshiba Corporation
Four essential technologies will pave the road to the quantum internet.
1. Quantum Key Distribution (QKD) will provide security on a fiber optic
infrastructure.
2. Entangled Photon Source (solid state for miniaturization and economy) will
enable quantum computer scaling on the fiber infrastructure of the quantum
internet.
3. Quantum Repeater with Memory will provide store and retrieval functionality
solving the current distance limitations without exposing clear text as in today’s
Trusted Nodes.
4. Key Management Networking Software will provide point to-multipoint mesh
networking capability with redundancy and survivability.
Road to Quantum Internet
4
© 2021 Toshiba Corporation
Global QKD Market Outlook
Source: Toshiba estimates based on analysis of market reports
単位:M$
2018 2020 2025 2030 2035
Beijing – Shanghai
QKD Backbone
Quantum Xchange
QKD Service Network
OpenQKD
Testbeds
$3B
SoM
Scale to
$20B
TAM
China US Europe
2018 2020 2025 2030 2035
2035 2030
Target
25%
SoM
Toshiba
$0
$5,000
$10,000
$15,000
$20,000
$25,000
Global QKD Market
5
© 2021 Toshiba Corporation
QKD technologies have advanced as;
QKD deploying globally
QKD Advancements
2000 2010 2020
R&D in labs Commercially deployable
Field tests
Toshiba QKD technologies on the courses of;
2010 2020
R&D in Cambridge, UK Various field tests
including Tokyo
QKD Network
2014
2003
UK Quantum Communications Hub
2015
Actual use case
developments in Sendai, Japan
QKD platform products introduced
6
© 2021 Toshiba Corporation
No.1 QKD Patents Holder
Source: EU Joint Research Centre
Technical Report, 2019, EUR29614 EN
Toshiba
Highest
Number
7
© 2021 Toshiba Corporation
QKD Platform Product Release (Oct., 2020)
Specifications Long Distance (LD) Multiplexed (MU)
Key Rate 300 kb/s @ 50 km 40 kb/s @ 50km
Range (ideal SM fibre) 120 km 70 km
Fibre Requirement two fibres one or two fibres
Multiplexing - multiplex data in C-band
Key Exchange Protocol BB84 protocol with decoy states and phase encoding
Security Parameter key failure probability < 10-10
Detection Technology proprietary self-differencing semiconductor detectors
Dimensions Standard 19’’ rack mount, 3U height
World Leading Performance
Highest secure
key rates
Longest range Operation on data
carrying fibre
Auto set-up
and alignment
Integrated network
key delivery
ETSI standardised
interface
8
© 2021 Toshiba Corporation
QKD service platform by Toshiba for regional QKD service providers
Recruiting regional service partners
QKD Service Platform – Future Release
Encryption
Key
Service
Platform
QKD Systems Encryption Key Service SW
+
Government Financial Healthcare
Users
Key
Distribution
API
Encryption Key
Service
Layer
QKD
Systems
Key distribution physical links
Encryption key and
encrypted connection
for End-to-End
communication
9
© 2021 Toshiba Corporation
More news to come
Recent Developments and Deployments
Toshiba has
participated in QKD
demonstration by
Verizon
Communications Inc.
in alliance with
Quantum Xchange.
September, US
BT and Toshiba has
installed UK’s first
quantum-secure
industrial network
between key UK smart
production facilities of
NCC (*1) and CFMS (*2)
October, UK
Nomura, NICT (*4),
NEC and Toshiba has
started joint
verification tests on
quantum
cryptography
technology to
enhance cybersecurity
in the financial sector,
December, Japan
TDSL (*3) has been
awarded the contract
from the NICT (*4) to
deploy and manage
the QKD systems that
will be installed at
multiple locations on
their networks.
October, Japan
*1. NCC: National Composite Centre
*2. CFMS: Centre For Modelling & Simulation
*3. TDSL: Toshiba Digital Solutions Co.
*4. NICT: National Institute of Information
and Communications Technology
10
© 2021 Toshiba Corporation
In Japan: Initiative of Metro Open QKD Platform
11
© 2021 Toshiba Corporation
• Short Term: Become a corporate sponsor of CQE to demonstrate Toshiba
quantum innovations to US government and enterprises.
• Mid Term: Intended inclusion in the Q-NEXT network https://www.q-next.org/
• Mid to Long Term: Intended expansion into DoE laboratory quantum internet
program eventually to all labs.
• Long Term: Industrial collaboration in Quantum Internet development and
enablement
In US: Collaboration with CQE (Chicago Quantum Exchange)
12
© 2021 Toshiba Corporation
Global: A Global Quantum Secure IT Platform
Toshiba develops a global platform for quantum information technology and deploys it globally with partners.
Large-scale networks
combining QC and PQC
TF-QKD (and Q.Repeater)
for continental fibre links
SWaP: Size, Weight and Power; TF-QKD: Twin-Field QKD
Low SWaP, certified
quantum security devices
Satellite QKD for
intercontinental links
13
© 2021 Toshiba Corporation
Thank you
Preparing Health Care for the
Quantum Age
MIKE BROWN
APR
2021
2
Urgent enterprise
need triggering
massive
cyber-security
investment
Quantum Computers Are Coming Fast.
The Threat to Enterprise Security Is Huge.
2
In 5-10 years, quantum computers will
break all existing cryptography
at the core of every secure information exchange
and transaction conducted today
Anyone that wants to make sure that their data is
protected for longer than 10 years
should move to alternate forms of encryption now.
− ZDNet 2018
3
The Path to Quantum
▪
Time
Complexity
1. Operations on single physical qubits
2. Algorithms on multiple physical qubits
3. QND measurements for error correction and control
4. Logical memory with longer lifetime than physical qubits
5. Operations on single logical qubits
6. Algorithms on multiple logical qubits
7. Fault-tolerant quantum computation
4
Type Algorithm
Key Strength
Classic (bits)
Key Strength
Quantum
(bits)
Quantum
Attack
Asymmetric
RSA 2048 112
0
Shor’s
Algorithm
RSA 3072 128
ECC 256 128
ECC 521 256
Symmetric
AES 128 128 64 Grover’s
Algorithm
AES 256 256 128
Quantum Breaks the Math Cybersecurity Relies on
▪ Quantum computers will be able to solve the
hard math problems used in current public
key cryptography, which we rely on to secure
everything that connects and transacts today
▪ This is an unprecedented threat the security
industry has never faced before, and it’s what
drives the ISARA team everyday to create
mitigation solutions
5
Quantum Effect on Trust Infrastructure
Quantum Threat Facts:
• 7 to 15 years: quantum scientists agree that
Shor’s algorithm running on a large-scale
quantum computer will break public key
cryptography
• Impacts: Perfect undetectable identity forgeries.
Every key agreement rendered transparent
• Introduces widespread vulnerabilities throughout
the Internet
• NIST is evaluating quantum-safe algorithm
candidates and will publish standards between
2022 and 2024
6
Quantum and Health Care
▪ The Good
– Drug discovery
– Materials science
– Big Data Analytics of Genetic Information
▪ The Bad
– Software updates for medical devices
– Long term confidentiality of patient records
– Access to hospital systems
– Remote access to Electronic Records
7
What’s Vulnerable?
PRODUCTS
VPNs, PKIs, IoT Devices, Vehicles, Apps & CPUs
PROTOCOLS
TLS, IKE, SSH, S/MIME
CRYPTOSYSTEMS
RSA, ECC, DH
Confidentiality
Roots of Trust
Identity
Management
8
Future-Proof
Communications
Authenticated
Software OTA
Updates
Identity & Access
Management
Migration
What Systems are at Risk?
9
HIGH RISK: Confidential Communications
VPN Session
Handshake Data Exchange
Key Establishment Ciphertext
Quantum attack using
Shor’s algorithm Obtain private key
Decrypt using
extracted key
Plaintext
Protection: Use FIPS compliant hybrid key establishment today
10
11
HIGH RISK: Authenticated Software Updates
What’s at risk?
Durable connected devices
(IoT) with long in-field lives
Forged software updates by
quantum-enabled adversaries
What’s The Attack
Protection: Physically embed stateful hash-based roots of trust today
12
Today
Y2Q Range
Modern cryptography broken,
connected vehicles are
vulnerable.
Full OTA
Vehicle
Updates
*Mosca, Michele., IQC. 2015. “Cybersecurity in an era with quantum computers: will we be ready?”. https://eprint.iacr.org/2015/1075.pdf
*NIST. April 2016. “Report on Post-Quantum Cryptography”. http://dx.doi.org/10.6028/NIST.IR.8105
When Does Quantum Impact Vehicles?
202
1
202
2
202
3
202
4
202
5
202
6
202
7
202
8
202
9
203
0
203
1
203
2
203
3
203
4
2026
(Mosca, IQC, 2015)*
2030
(NIST, 2016)*
Limited OTA
Updates
(Infotainment)
Life of an Average Vehicle = 11.5 years
203
5
Development &
Production
13
THE MIGRATION CHALLENGE
KEY ESTABLISHMENT vs AUTHENTICATION
Key establishment can be easily upgraded because the
client and server negotiate which algorithm to use.
1) Use quantum-safe key transport or key agreement
algorithms
2) Use hybrid keys, a mix of both classic and
quantum-safe algorithms
The complexity and interconnectivity of public
key infrastructure demands action today in order
to be ready for the quantum age, and difficult to
do while maintaining backward compatibility.
14
There’s more than
4.5 million active users
in the DoD identity
management system.
Creating a quantum-safe duplicate
infrastructure is time-consuming
and cost prohibitive.
HIGH RISK: PKIs not Crypto-Agile
15
TWO PATHS TO
QUANTUM-SAFE SECURITY
Quantum Key
Distribution
Quantum-Safe
Cryptography
16
Quantum Key Distribution
(QKD)
QKD uses individual photons for the
exchange of cryptographic key data
between two users
Each photon = a single bit of data
QKD has the potential to be foolproof.
If an eavesdropper intercepts the
photon to determine its polarization,
the entire process is corrupted
China has invested heavily ($25B)
in quantum with focus on QKD
with Micius satellite
17
The “NEW” Math
Standards Ready
Analysis Complete
Formal Call for
Submissions
Initial Submissions: 82
Accepted Submissions: 69
1st
NIST PQC
Standardization
Conference
NIST Round 2
Announcement
Signature: 9
Key Encapsulation: 17
2nd
NIST PQC
Standardization
Conference
Today
NSA Suite-B
Announcement
NIST Round 3 Announcement
Signature: 3 finalist, 3 alternates
Key Encapsulation: 4 finalists, 5
alternates
Statefu
l
Hashe
s
Lattice
s
Isogen
y
Code
s
Multivariat
e
“As the replacements for currently standardized public key algorithms are not yet ready, a focus on maintaining crypto agility is imperative.”
“Report on Post-Quantum Cryptography”, NIST, April 2016
2019 2020
2018
2017
2016
2015 2021 2022 2023 2024
Stateles
s
Hashes
Signing solutions & hybrid PQC certificates already commercially available
18
ETA 2024, NIST Standardized Quantum-Safe
Algorithms Finalized as “Suite ?”
19
Pervasive Cryptography Enables
Entire Enterprise Infrastructure Stack
USER Users Customers Partners
CRYPTOGRAPHY
ADMIN Employees Suppliers Contractors
CRYPTOGRAPHY
ARCH Cloud Hybrid On-Prem
CRYPTOGRAPHY
PLATFORM Build
Open
Source
Vendor
CRYPTOGRAPHY
IDENTITY Internal Federated External
One Quantum Attack Can
Take Down the Entire Enterprise
We depend on cryptography
at all transition points to ensure
authentication and security
50-year old algorithms nearing end-of-life
FOUNDATION OF DIGITAL TRUST
19
20
The Problem:
Cryptographic Exposure Is
a Massive Blind Spot Companies Need to
USER Users Customers Partners
CRYPTOGRAPHY
ADMIN Employees Suppliers Contractors
CRYPTOGRAPHY
ARCH Cloud Hybrid On-Prem
CRYPTOGRAPHY
PLATFORM Build
Open
Source
Vendor
CRYPTOGRAPHY
IDENTITY Internal Federated External
Inflexible deployments
Not discoverable
Not manageable
Security and risk management leaders responsible
for application and data security must prepare for
the migration to postquantum algorithms by
embracing the tenants of crypto-agility, knowing what
the organization’s cryptographic dependencies are
and how to replace them over time.
− Mark Horvath, “Plan Now for Quantum Computing,
Postquantum Cryptography and Security”, August 2017, Gartner
REMEDIATE to protect their infrastructure
and maintain performance
2
UNDERSTAND their cryptographic risk
1
20
21
Cryptographic Agility Becomes a Priority
Discovery, cataloging and triaging is
difficult, manual and error prone
2
Enterprises have a cryptographic
blind spot
1
Largest cryptographic migration ever
must happen quickly
3
In our customers’ words:
▪ Demonstrating to the C-Suite the scale of the cryptographic
migration challenge is critical but has been virtually impossible
▪ Cryptographic compliance standards exist everywhere, and yet
repeatable compliance tracking is very expensive
▪ Past audits were insufficient to serve as a basis for significant
allocation of resources to accomplish migration
▪ Cryptographic migrations are typically done manually, are very
error prone and take significantly longer than planned
▪ No automated tools exist to flag new cryptographic vulnerabilities
when new application(s)/service(s) are deployed
22
Contact us for more information
www.isara.com
quantumsafe@isara.com
Join us on social
@ISARACorp @ISARACorp @ISARA Corporation
Long-Term Thinking for Quantum Computing
Paul Lopata, PhD
Principal Director for Quantum Science
Office of the Under Secretary of Defense Research & Engineering
April 2021
Overall Briefing Classification: UNCLASSIFIED
CLEARED
For Open Publication
Department of Defense
OFFICE OF PREPUBLICATION AND SECURITY REVIEW
Mar 22, 2021
SLIDES ONLY
NO SCRIPT PROVIDED
The U.S. Military Has a Long History with
New Computing Machines
2
UNCLASSIFIED
High Performance Computing is Not One Single Thing
3
UNCLASSIFIED
SUPERCOMPUTERS
FPGA
ASIC
GPU
A DoD Basic Research Success Story
4
UNCLASSIFIED
1990 2000 2010 2020
BLACK: Quantum Computing
ORANGE: Quantum Networking
BLUE: Quantum Sensing
GREEN: Atomic Clocks 
USD(R&E) Quantum Computing Roadmap
Fault‐Tolerant Phase
Discovery Phase Error‐Limited Phase
Invention: theory 
of quantum computing
First qubit
First
multi‐qubit
algorithms Quantum 
supremacy
first declared
Quantum advantage 
using quantum
co‐processors
Algorithmic 
error‐correction
Quantum 
advantage for 
hard DoD problems
1980 2020
Fault‐tolerant 
machines
5
UNCLASSIFIED
Three Steps to Long-Term Thinking in QC
1. Align to your 
organization’s values
6
UNCLASSIFIED
Three Steps to Long-Term Thinking in QC
2. Build your internal 
expertise
7
UNCLASSIFIED
Three Steps to Long-Term Thinking in QC
3. Partner with like‐
minded organizations
8
UNCLASSIFIED
Summary
• DoD has a long history of successful 
engagement with new computing 
technologies
• Quantum computers provide an 
opportunity to add a new class of 
machine to an already diverse mix 
of high performance machines
• Early and committed engagement 
by basic research offices within DoD 
have shaped our current landscape
• Future success requires long‐term 
thinking about some very hard 
problems
9
Dr. Kathy‐Anne Soderberg showing a picture 
of a single trapped ion at Air Force Research Lab
UNCLASSIFIED
Q&A
Thank You

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Digital Transformation of Healthcare through AI and Quantum Computing

  • 1. Conference Chair: Maëva Ghonda Conference Co-Chair: Dr. Christoph Zindel
  • 2. Opening Remarks: U.S. Congressman Bill Foster Policy Issues in AI and Quantum Computing Mr. Killian Gross, European Commission Brussels, Head of Unit DG CNECT A/2, Artificial Intelligence The European Commission’s work on Artificial Intelligence Mr. Murray Thom, Vice President of Software and Cloud Services, D-Wave Systems, Inc. Practical Quantum Computing in Medicine Conference Keynote: Dr. Christoph Zindel, Board Member, Siemens Healthineers Digital Transformation of Healthcare through Artificial Intelligence Dr. Gil Alterovitz, Director, National Artificial Intelligence Institute, U.S. Department of Veterans Affairs Artificial Intelligence R&D from Lab to Practice Mr. Taro Shimada, Executive Officer, Corporate Senior Vice President at Toshiba Corporation Enabling the Quantum Internet of the Future Conference Keynote: Maëva Ghonda, Sustainability Scientist and Editor, IEEE Quantum Computing Newsletter Quantum Computing for Sustainability Dr. Dorin Comaniciu, Senior Vice President of Artificial Intelligence and Digital Innovation, Siemens Healthineers The Impact of Artificial Intelligence and Computing Power in Healthcare: From Diagnosis to Digital Twin Dr. Michele Mosca, CEO, evolutionQ Toward Prosperity and Resilience in the Quantum Era Closing Remarks: Dr. Paul Lopata, Principal Director Quantum Science, The Pentagon, Office of the Under Secretary of the U.S. Department of Defense A U.S. Department of Defense Perspective on Quantum Computing: The Need for Long-Term Thinking What’s Next? CEO Summit on Quantum Computing 1-Dec-2021 Executive Summit on Quantum Computing for Aerospace 30-Mar-2022 Mr. Mike Brown, Chief Technology Officer, ISARA Corporation Preparing Health Care for the Quantum Age Welcome to the Executive Summit on Quantum Computing and Artificial Intelligence. We invite the greatest forward- thinking thought leaders defining the future of Quantum Computing, Cryptography and Artificial Intelligence. This international conference is the platform for the exchange of thought-provoking ideas by global innovators shaping industries of the future.
  • 4. Unrestricted © Siemens Healthineers, 2021 Digital Transformation of Healthcare through AI Christoph Zindel, MD Member of the Board of Management Siemens Healthineers
  • 5. 2 Frei verwendbar © Siemens Healthineers, 2021 Unrestricted © Siemens Healthineers, 2021 2 Christoph Zindel
  • 6. 3 Frei verwendbar © Siemens Healthineers, 2021 Christoph Zindel Unrestricted © Siemens Healthineers, 2021 3 Every 1.8 seconds there’s the diagnosis: Cancer
  • 7. 4 Frei verwendbar © Siemens Healthineers, 2021 Christoph Zindel Unrestricted © Siemens Healthineers, 2021 4 There’s no such thing as “one single” liver cancer: Cancer is one of the most complex diseases there are many
  • 8. 5 Frei verwendbar © Siemens Healthineers, 2021 Christoph Zindel Complex diseases often go along with complex decision making Unrestricted © Siemens Healthineers, 2021 5
  • 9. 6 Frei verwendbar © Siemens Healthineers, 2021 Christoph Zindel Unrestricted © Siemens Healthineers, 2021 6 Challenging: Making the right decision after an 18 hours shift …
  • 10. 7 Frei verwendbar © Siemens Healthineers, 2021 Christoph Zindel Unrestricted © Siemens Healthineers, 2021 7 … while the need for care is growing
  • 11. 8 Frei verwendbar © Siemens Healthineers, 2021 Christoph Zindel Unrestricted © Siemens Healthineers, 2021 8 Reality for half of mankind Little or no access to quality care
  • 12. 9 Frei verwendbar © Siemens Healthineers, 2021 Christoph Zindel Unrestricted © Siemens Healthineers, 2021 9 AI is key
  • 13. 10 Frei verwendbar © Siemens Healthineers, 2021 Unrestricted © Siemens Healthineers, 2021 10 Christoph Zindel Remote AI-supported diagnostics bring expertise everywhere …
  • 14. 11 Frei verwendbar © Siemens Healthineers, 2021 Unrestricted © Siemens Healthineers, 2021 11 COVID-19 data courtesy of CHR East Belgium. Christoph Zindel … also during the pandemic
  • 15. 12 Frei verwendbar © Siemens Healthineers, 2021 Unrestricted © Siemens Healthineers, 2021 12 Christoph Zindel 17/365
  • 16. 13 Frei verwendbar © Siemens Healthineers, 2021 Christoph Zindel Unrestricted © Siemens Healthineers, 2021 13 To keep up with internal medicine, one has to read 17 articles a day for 365 days
  • 17. 14 Frei verwendbar © Siemens Healthineers, 2021 Unrestricted © Siemens Healthineers, 2021 14 AI empowers evidence-based, individualized decisions for the best possible outcome … AI-Pathway Companion Lung Cancer, AI-Pathway Companion Breast Cancer, AI-Pathway Companion Coronary Artery Disease, and AI-Pathway Companion Infectious Diseases are under development and not commercially available. Its future availability cannot be ensured. Christoph Zindel Unrestricted © Siemens Healthineers, 2021 14
  • 18. 15 Frei verwendbar © Siemens Healthineers, 2021 Unrestricted © Siemens Healthineers, 2021 15 Christoph Zindel … and supports more individualized treatment planning
  • 19. 16 Frei verwendbar © Siemens Healthineers, 2021 Source: https://www.frontiersin.org/articles/10.3389/fcvm.2021.633611/full Christoph Zindel Unrestricted © Siemens Healthineers, 2021 16 You would want the best preparation for your child’s heart operation, wouldn’t you?
  • 20. 17 Frei verwendbar © Siemens Healthineers, 2021 Unrestricted © Siemens Healthineers, 2021 17 This product/feature is based on research. It is not yet commercially available. Due to regulatory reasons its future availability cannot be guaranteed. Christoph Zindel Digital twins could allow treatment simulations
  • 21. 18 Frei verwendbar © Siemens Healthineers, 2021 Unrestricted © Siemens Healthineers, 2021 18 The concepts and information presented in this slide deck are based on research results that are not commercially available. Christoph Zindel Digital twin Lifelong, personalized physiological model updated with each scan, exam Unrestricted © Siemens Healthineers, 2021 18 Person-centric prevention and holistic treatment
  • 22. 19 Frei verwendbar © Siemens Healthineers, 2021 Christoph Zindel Unrestricted © Siemens Healthineers, 2021 19 Digitalizing healthcare requires computing power and expertise …
  • 23. 20 Frei verwendbar © Siemens Healthineers, 2021 … but also trust and security Christoph Zindel Unrestricted © Siemens Healthineers, 2021 20
  • 24. 21 Frei verwendbar © Siemens Healthineers, 2021 Christoph Zindel Unrestricted © Siemens Healthineers, 2021 21 Personal health data needs to stay private
  • 25. 22 Frei verwendbar © Siemens Healthineers, 2021 Christoph Zindel Unrestricted © Siemens Healthineers, 2021 22 Remote diagnostics and treatment needs to be secure
  • 26. 23 Frei verwendbar © Siemens Healthineers, 2021 Christoph Zindel Unrestricted © Siemens Healthineers, 2021 23 Our answer is data security by design
  • 27. 24 Frei verwendbar © Siemens Healthineers, 2021 Christoph Zindel Unrestricted © Siemens Healthineers, 2021 24 1903 Wright Flyer
  • 28. 25 Frei verwendbar © Siemens Healthineers, 2021 Christoph Zindel Unrestricted © Siemens Healthineers, 2021 25 2005 Airbus A380
  • 29. 26 Frei verwendbar © Siemens Healthineers, 2021 Christoph Zindel Unrestricted © Siemens Healthineers, 2021 26 1885 First car 1888 First route 121 miles Source: https://www.daimler.com/konzern/tradition/geschichte/1885-1886.html
  • 30. 27 Frei verwendbar © Siemens Healthineers, 2021 2005 99% autonomous driving 9 days, 3,400 miles Christoph Zindel Unrestricted © Siemens Healthineers, 2021 27 Source: https://www.wired.com/2015/04/delphi-autonomous-car-cross-country/
  • 31. 28 Frei verwendbar © Siemens Healthineers, 2021 Christoph Zindel Unrestricted © Siemens Healthineers, 2021 28 1941 Z3 First functional digital computer
  • 32. 29 Frei verwendbar © Siemens Healthineers, 2021 Unrestricted © Siemens Healthineers, 2021 29 Christoph Zindel Quantum computing The next big thing in healthcare?
  • 33. 30 Frei verwendbar © Siemens Healthineers, 2021 Unrestricted © Siemens Healthineers, 2021 30 Christoph Zindel Unrestricted © Siemens Healthineers, 2021 30 “I think I can safely say nobody understands Quantum Mechanics” Richard P. Feynman The Messenger Lectures 1964, MIT
  • 34. 31 Frei verwendbar © Siemens Healthineers, 2021 Unrestricted © Siemens Healthineers, 2021 31 Christoph Zindel Healthcare might be at the dawn of a revolution
  • 35. 32 Frei verwendbar © Siemens Healthineers, 2021 Unrestricted © Siemens Healthineers, 2021 32 Christoph Zindel Alice, Bob & Medtech must rethink communication
  • 36. 33 Frei verwendbar © Siemens Healthineers, 2021 Unrestricted © Siemens Healthineers, 2021 33 Christoph Zindel Research is underway for secure Post Quantum Cryptography Source: “nature” / https://www.nature.com/articles/s41586-020-2401-y
  • 37. 34 Frei verwendbar © Siemens Healthineers, 2021 Unrestricted © Siemens Healthineers, 2021 34 Christoph Zindel Time is brain: stroke patients will profit from real time traffic flow optimization Source: https://pubmed.ncbi.nlm.nih.gov/16339467/
  • 38. 35 Frei verwendbar © Siemens Healthineers, 2021 Unrestricted © Siemens Healthineers, 2021 35 Christoph Zindel Unrestricted © Siemens Healthineers, 2021 35 Thank you for your attention!
  • 39.
  • 40. The European Commission’s work on Artificial Intelligence Kilian Gross, DG CONNECT
  • 41. The White Paper on AI & follow-up The forthcoming legislative framework for AI The Coordinated Plan on AI 2021 Review Agenda 1 3 2
  • 42. The White Paper on Artificial Intelligence & follow-up
  • 43. White Paper on AI A European approach to excellence and trust A European approach to trust Foster citizens’ confidence in AI and provide legal certainty for users by ensuring compliance with EU rules, including fundamental and consumer rights. A European approach to excellence Mobilising resources to promote research and innovation as well as the adoption of AI-based solutions, including by SMEs. Towards Trustworthy Artificial Intelligence in the European Union
  • 44. Fostering an ecosystem of excellence Support excellence and testing centres Digital Innovation Hubs with high degree of AI expertise New Public-Private Partnership in AI Networks of leading universities Coordinate with Member States Adopt AI Programme for public sector Scale-up equity fund for AI in InvestEU Key actions to accelerate AI development, application and use
  • 45. Completed In progress In progess Analyse responses to the public consultation, incl. Member States input Review the Coordinated Plan together with the Member States Drafting the regulatory proposal on AI Publication of a revised Coordinated Plan and a proposal for a regulatory framework TIMELINE Fist half of 2021 Following up on the White Paper on AI
  • 46. A public consultation on the AI White Paper gathered broad participation 1 215 Responses received February – June 2020 406 citizens 352 business and industry 160 civil society … 72 other 152 academia 73 public authorities
  • 47. Need for new legislation All respondents, excl. no answer Breaching fundamental rights Discriminatory outcomes 90% 87% Main concerns of respondents: Focussed on high-risk? • Only 3% think that current legislation is fully sufficient. • 33% find that the current legislation may have some gaps. • 42% say there is a need for a new legislation • 43% of respondents agree that compulsory requirements should be limited to high-risk AI applications. • 31% do not agree with the limitation to high-risk Public consultation: Ecosystem of trust
  • 48. A legislative framework for Artificial Intelligence
  • 49. Creating an ecosystem of trust “ We want a set of rules that puts people at the centre. Algorithms must not be a black box and there must be clear rules if something goes wrong. President von der Leyen State of the Union address, 16/9/2020 Risks for safety and fundamental rights need to be addressed.
  • 50. A risk-based and proportionate approach to regulation Creating an innovation-friendly legal framework by focusing on high-risk uses of AI. A risk-based and proportionate regulatory approach could entail: • Identification of AI systems posing a particularly high risk to the safety and fundamental rights of citizens • Mandatory requirements and ex-ante conformity assessment for high-risk AI systems • Specific rules for remote biometric identification ✔ Training data ✔ Data and record keeping ✔ Information to be provided ✔ Robustness and accuracy ✔ Human oversight The requirements may be further specified through standards. Possible requirements for high-risk AI systems
  • 51. Ensuring safety and fundamental rights compliance through conformity assessments Public Consultation on the AI White Paper 49% …of respondents explicitly advocated mandatory third-party conformity assessments or self-assessments for high-risk AI. Ex ante conformity assessments are necessary to verify compliance with the high-risk requirements. They could entail procedures for testing and inspection, including checks of testing and training data. Should be part of existing conformity assessment mechanisms where available. Where not available, new mechanisms need to be established (drawing on SSOs and standards)
  • 52. The Coordinated Plan on AI 2021 review
  • 53. Why a 2021 review? The Coordinated Plan on AI 2021 review ► Some 70 individual forward-looking actions ► Developed together with the Member States ► Member States were encouraged to develop national AI strategies ► Set up as a rolling plan to be updated regularly The Coordinated Plan 2018 ► Covid-19 pandemic ► Policy alignment with new priorities (e.g. Green Deal) ► The Recovery and Resilience Facility (+ Digital Europe Programme and Horizon Europe) as a game changer ► Policy alignment with the White Paper on AI ► Take into account technological developments ► Lessons learned from last two years of implementation The Coordinated Plan represents a joint commitment (Commission & Member States): by working together, Europe can maximise its AI potential to compete globally.
  • 54. The Coordinated Plan on AI 2021 review To shape development of trustworthy AI to benefit all citizens and business To mobilise resources for AI in Europe to succeed and grow. OBJECTIVES To create enabling conditions for the development and uptake of AI To advance the EU’s global position and reputation in AI
  • 55. Thank you © European Union 2020 Unless otherwise noted the reuse of this presentation is authorised under the CC BY 4.0 license. For any use or reproduction of elements that are not owned by the EU, permission may need to be sought directly from the respective right holders. Slide xx: element concerned, source: e.g. Fotolia.com; Slide xx: element concerned, source: e.g. iStock.com
  • 58. Copyright © D-Wave Systems Inc. Built for business Murray Thom Vice President of Product Management Apr 7, 2021
  • 59. Copyright © D-Wave Systems Inc. Reflections On The Field of Medicine “Medicine is what has been tested and works, everything else is just tea.” -- credit to a forgotten comedian
  • 60. Copyright © D-Wave Systems Inc. • Protein design pioneer Menten AI has developed the first process using hybrid quantum programs to determine protein structure for de novo protein design with very encouraging results often outperforming classical solvers. • Menten AI’s unique protein designs have been computationally validated, chemically synthesized, and are being advanced to live-virus testing against COVID-19. Drug Discovery Copyright © D-Wave Systems Inc.
  • 61. Copyright © D-Wave Systems Inc. Routing & Mobility • DENSO used the Advantage system in the Leap quantum cloud service for a vehicle routing problem, to find the best routing scheme for multiple vehicles that achieves the lowest cost under various circumstances. • With Advantage and the hybrid solver service, they could optimize 20 delivery vehicles, delivering to 160 customers, in 29 time slots. This real-world sized problem that used 44,520 logical qubits. Copyright © D-Wave Systems Inc.
  • 62. Copyright © D-Wave Systems Inc. OLED Materials • OTI develops new materials for Organic LEDs used in consumer products • Developed hybrid quantum-classical workflows for their complex electronic structure calculations yielding precise results • Able to realize an industrial benefit by reducing the time solution in their use of these hybrid workflows Copyright © D-Wave Systems Inc.
  • 63. Copyright © D-Wave Systems Inc. The Forefront Of A Maturing Quantum Industry • Already supporting commercial applications • 20,000+ developers in Leap • Entrepreneurs are building businesses based on quantum • Service providers tooling up • New cloud offerings • Incubators and universities are producing quantum start-ups Amazon Braket
  • 64. 8 Copyright © D-Wave Systems Inc. The past 20 years Quantum computing is highly theoretical, impractical and only available to a small group within the scientific community PHASE 1 PHASE 4 100x speedup over best classical heuristics Speed-Up On Benchmark Problem 3Mx speedup over best classical heuristics Quantum Advantage Quantum computers demonstrate absolute advantage on real world problems PHASE 2 Speedup on Physics Problems You Are Here Customer Advantage Professional services go-to-market yielding business applications running in production with demonstrated ROI Theoretical Foundation Strengthened PHASE 3 250+ Early Applications 8 The Future is Now
  • 65. Better Together In-production applications at business scale The quantum cloud service built for business Immediate access Integrated IDE 1 million variable hybrid solver Collaboration The quantum computer built for business New processor More complex problems 5,000+ qubits 2.5x qubit connectivity Copyright © D-Wave Systems Inc.
  • 66. The only real-time quantum cloud access and quantum application environment D-Wave Advantage Cloud-based Real-time access User interface Real-time cloud access Programming model Open-source tools and templates Interactive tools and visualization Community support Online training and resources Cloud access to the D-Wave quantum computer Copyright © D-Wave Systems Inc.
  • 67. Copyright © D-Wave Systems Inc. Hybrid Solvers In Leap • Binary quadratic model solvers • Up to 1,000,000 variables • Enables enterprise-scale problem solving • Accepts problems with binary variables • Discrete quadratic model solvers • Expands into new problem types • Enables optimization with option selection: e.g., Choose one of 11, 19, 29 • Accepts discrete multi-level variables Solvers that run problems on a combination of quantum and classical resources BUSINESS APPLICATION HYBRID Classical Computing
  • 68. Copyright © D-Wave Systems Inc. Get immediate access cloud.dwavesys.com/leap Check out customer presentations: www.youtube.com/user/dwavesystems Unlock Quantum • 1,000,000 variables • Hybrid solvers accept more problem forms • Real-world applications • Access to Advantage in Leap today
  • 69. © 20XX Toshiba XXX Corporation Taro Shimada Corporate SVP & Chief Digital Officer Toshiba Corporation April 7, 2021 IEEE Executive Summit on Quantum Computing and Artificial Intelligence Enabling the Quantum Internet of the future
  • 70. 1 © 2021 Toshiba Corporation This presentation material is copyright protected. The materials provided in this presentation and any comments or information provided by the presenter are for educational purposes only. Toshiba and Toshiba logo are trademarks of Toshiba Corporation Notice
  • 71. 2 © 2021 Toshiba Corporation Visionary - Beginning of Internet Evolution Internet Quantum Internet Multi $T Industry Revolution Web 1970 PC Mobile Phone SNS/Smart Phone 1990 2000 2010 2020 IoT One Billion Users … Four Billions Users $Trillions All in One “Super Fast & Secure” Quantum Internet Quantum Computer Quantum Comms & Crypto Quantum Sensing Fast Secure Finance Healthcare Government Home Enterprise Birth of Internet Global Comms Backbone ICT Infrastructure Social Infrastructure Next 50 Years Quantum Computing, Sensing, Communications & Cryptographies
  • 72. 3 © 2021 Toshiba Corporation Four essential technologies will pave the road to the quantum internet. 1. Quantum Key Distribution (QKD) will provide security on a fiber optic infrastructure. 2. Entangled Photon Source (solid state for miniaturization and economy) will enable quantum computer scaling on the fiber infrastructure of the quantum internet. 3. Quantum Repeater with Memory will provide store and retrieval functionality solving the current distance limitations without exposing clear text as in today’s Trusted Nodes. 4. Key Management Networking Software will provide point to-multipoint mesh networking capability with redundancy and survivability. Road to Quantum Internet
  • 73. 4 © 2021 Toshiba Corporation Global QKD Market Outlook Source: Toshiba estimates based on analysis of market reports 単位:M$ 2018 2020 2025 2030 2035 Beijing – Shanghai QKD Backbone Quantum Xchange QKD Service Network OpenQKD Testbeds $3B SoM Scale to $20B TAM China US Europe 2018 2020 2025 2030 2035 2035 2030 Target 25% SoM Toshiba $0 $5,000 $10,000 $15,000 $20,000 $25,000 Global QKD Market
  • 74. 5 © 2021 Toshiba Corporation QKD technologies have advanced as; QKD deploying globally QKD Advancements 2000 2010 2020 R&D in labs Commercially deployable Field tests Toshiba QKD technologies on the courses of; 2010 2020 R&D in Cambridge, UK Various field tests including Tokyo QKD Network 2014 2003 UK Quantum Communications Hub 2015 Actual use case developments in Sendai, Japan QKD platform products introduced
  • 75. 6 © 2021 Toshiba Corporation No.1 QKD Patents Holder Source: EU Joint Research Centre Technical Report, 2019, EUR29614 EN Toshiba Highest Number
  • 76. 7 © 2021 Toshiba Corporation QKD Platform Product Release (Oct., 2020) Specifications Long Distance (LD) Multiplexed (MU) Key Rate 300 kb/s @ 50 km 40 kb/s @ 50km Range (ideal SM fibre) 120 km 70 km Fibre Requirement two fibres one or two fibres Multiplexing - multiplex data in C-band Key Exchange Protocol BB84 protocol with decoy states and phase encoding Security Parameter key failure probability < 10-10 Detection Technology proprietary self-differencing semiconductor detectors Dimensions Standard 19’’ rack mount, 3U height World Leading Performance Highest secure key rates Longest range Operation on data carrying fibre Auto set-up and alignment Integrated network key delivery ETSI standardised interface
  • 77. 8 © 2021 Toshiba Corporation QKD service platform by Toshiba for regional QKD service providers Recruiting regional service partners QKD Service Platform – Future Release Encryption Key Service Platform QKD Systems Encryption Key Service SW + Government Financial Healthcare Users Key Distribution API Encryption Key Service Layer QKD Systems Key distribution physical links Encryption key and encrypted connection for End-to-End communication
  • 78. 9 © 2021 Toshiba Corporation More news to come Recent Developments and Deployments Toshiba has participated in QKD demonstration by Verizon Communications Inc. in alliance with Quantum Xchange. September, US BT and Toshiba has installed UK’s first quantum-secure industrial network between key UK smart production facilities of NCC (*1) and CFMS (*2) October, UK Nomura, NICT (*4), NEC and Toshiba has started joint verification tests on quantum cryptography technology to enhance cybersecurity in the financial sector, December, Japan TDSL (*3) has been awarded the contract from the NICT (*4) to deploy and manage the QKD systems that will be installed at multiple locations on their networks. October, Japan *1. NCC: National Composite Centre *2. CFMS: Centre For Modelling & Simulation *3. TDSL: Toshiba Digital Solutions Co. *4. NICT: National Institute of Information and Communications Technology
  • 79. 10 © 2021 Toshiba Corporation In Japan: Initiative of Metro Open QKD Platform
  • 80. 11 © 2021 Toshiba Corporation • Short Term: Become a corporate sponsor of CQE to demonstrate Toshiba quantum innovations to US government and enterprises. • Mid Term: Intended inclusion in the Q-NEXT network https://www.q-next.org/ • Mid to Long Term: Intended expansion into DoE laboratory quantum internet program eventually to all labs. • Long Term: Industrial collaboration in Quantum Internet development and enablement In US: Collaboration with CQE (Chicago Quantum Exchange)
  • 81. 12 © 2021 Toshiba Corporation Global: A Global Quantum Secure IT Platform Toshiba develops a global platform for quantum information technology and deploys it globally with partners. Large-scale networks combining QC and PQC TF-QKD (and Q.Repeater) for continental fibre links SWaP: Size, Weight and Power; TF-QKD: Twin-Field QKD Low SWaP, certified quantum security devices Satellite QKD for intercontinental links
  • 82. 13 © 2021 Toshiba Corporation Thank you
  • 83. Preparing Health Care for the Quantum Age MIKE BROWN APR 2021
  • 84. 2 Urgent enterprise need triggering massive cyber-security investment Quantum Computers Are Coming Fast. The Threat to Enterprise Security Is Huge. 2 In 5-10 years, quantum computers will break all existing cryptography at the core of every secure information exchange and transaction conducted today Anyone that wants to make sure that their data is protected for longer than 10 years should move to alternate forms of encryption now. − ZDNet 2018
  • 85. 3 The Path to Quantum ▪ Time Complexity 1. Operations on single physical qubits 2. Algorithms on multiple physical qubits 3. QND measurements for error correction and control 4. Logical memory with longer lifetime than physical qubits 5. Operations on single logical qubits 6. Algorithms on multiple logical qubits 7. Fault-tolerant quantum computation
  • 86. 4 Type Algorithm Key Strength Classic (bits) Key Strength Quantum (bits) Quantum Attack Asymmetric RSA 2048 112 0 Shor’s Algorithm RSA 3072 128 ECC 256 128 ECC 521 256 Symmetric AES 128 128 64 Grover’s Algorithm AES 256 256 128 Quantum Breaks the Math Cybersecurity Relies on ▪ Quantum computers will be able to solve the hard math problems used in current public key cryptography, which we rely on to secure everything that connects and transacts today ▪ This is an unprecedented threat the security industry has never faced before, and it’s what drives the ISARA team everyday to create mitigation solutions
  • 87. 5 Quantum Effect on Trust Infrastructure Quantum Threat Facts: • 7 to 15 years: quantum scientists agree that Shor’s algorithm running on a large-scale quantum computer will break public key cryptography • Impacts: Perfect undetectable identity forgeries. Every key agreement rendered transparent • Introduces widespread vulnerabilities throughout the Internet • NIST is evaluating quantum-safe algorithm candidates and will publish standards between 2022 and 2024
  • 88. 6 Quantum and Health Care ▪ The Good – Drug discovery – Materials science – Big Data Analytics of Genetic Information ▪ The Bad – Software updates for medical devices – Long term confidentiality of patient records – Access to hospital systems – Remote access to Electronic Records
  • 89. 7 What’s Vulnerable? PRODUCTS VPNs, PKIs, IoT Devices, Vehicles, Apps & CPUs PROTOCOLS TLS, IKE, SSH, S/MIME CRYPTOSYSTEMS RSA, ECC, DH Confidentiality Roots of Trust Identity Management
  • 90. 8 Future-Proof Communications Authenticated Software OTA Updates Identity & Access Management Migration What Systems are at Risk?
  • 91. 9 HIGH RISK: Confidential Communications VPN Session Handshake Data Exchange Key Establishment Ciphertext Quantum attack using Shor’s algorithm Obtain private key Decrypt using extracted key Plaintext Protection: Use FIPS compliant hybrid key establishment today
  • 92. 10
  • 93. 11 HIGH RISK: Authenticated Software Updates What’s at risk? Durable connected devices (IoT) with long in-field lives Forged software updates by quantum-enabled adversaries What’s The Attack Protection: Physically embed stateful hash-based roots of trust today
  • 94. 12 Today Y2Q Range Modern cryptography broken, connected vehicles are vulnerable. Full OTA Vehicle Updates *Mosca, Michele., IQC. 2015. “Cybersecurity in an era with quantum computers: will we be ready?”. https://eprint.iacr.org/2015/1075.pdf *NIST. April 2016. “Report on Post-Quantum Cryptography”. http://dx.doi.org/10.6028/NIST.IR.8105 When Does Quantum Impact Vehicles? 202 1 202 2 202 3 202 4 202 5 202 6 202 7 202 8 202 9 203 0 203 1 203 2 203 3 203 4 2026 (Mosca, IQC, 2015)* 2030 (NIST, 2016)* Limited OTA Updates (Infotainment) Life of an Average Vehicle = 11.5 years 203 5 Development & Production
  • 95. 13 THE MIGRATION CHALLENGE KEY ESTABLISHMENT vs AUTHENTICATION Key establishment can be easily upgraded because the client and server negotiate which algorithm to use. 1) Use quantum-safe key transport or key agreement algorithms 2) Use hybrid keys, a mix of both classic and quantum-safe algorithms The complexity and interconnectivity of public key infrastructure demands action today in order to be ready for the quantum age, and difficult to do while maintaining backward compatibility.
  • 96. 14 There’s more than 4.5 million active users in the DoD identity management system. Creating a quantum-safe duplicate infrastructure is time-consuming and cost prohibitive. HIGH RISK: PKIs not Crypto-Agile
  • 97. 15 TWO PATHS TO QUANTUM-SAFE SECURITY Quantum Key Distribution Quantum-Safe Cryptography
  • 98. 16 Quantum Key Distribution (QKD) QKD uses individual photons for the exchange of cryptographic key data between two users Each photon = a single bit of data QKD has the potential to be foolproof. If an eavesdropper intercepts the photon to determine its polarization, the entire process is corrupted China has invested heavily ($25B) in quantum with focus on QKD with Micius satellite
  • 99. 17 The “NEW” Math Standards Ready Analysis Complete Formal Call for Submissions Initial Submissions: 82 Accepted Submissions: 69 1st NIST PQC Standardization Conference NIST Round 2 Announcement Signature: 9 Key Encapsulation: 17 2nd NIST PQC Standardization Conference Today NSA Suite-B Announcement NIST Round 3 Announcement Signature: 3 finalist, 3 alternates Key Encapsulation: 4 finalists, 5 alternates Statefu l Hashe s Lattice s Isogen y Code s Multivariat e “As the replacements for currently standardized public key algorithms are not yet ready, a focus on maintaining crypto agility is imperative.” “Report on Post-Quantum Cryptography”, NIST, April 2016 2019 2020 2018 2017 2016 2015 2021 2022 2023 2024 Stateles s Hashes Signing solutions & hybrid PQC certificates already commercially available
  • 100. 18 ETA 2024, NIST Standardized Quantum-Safe Algorithms Finalized as “Suite ?”
  • 101. 19 Pervasive Cryptography Enables Entire Enterprise Infrastructure Stack USER Users Customers Partners CRYPTOGRAPHY ADMIN Employees Suppliers Contractors CRYPTOGRAPHY ARCH Cloud Hybrid On-Prem CRYPTOGRAPHY PLATFORM Build Open Source Vendor CRYPTOGRAPHY IDENTITY Internal Federated External One Quantum Attack Can Take Down the Entire Enterprise We depend on cryptography at all transition points to ensure authentication and security 50-year old algorithms nearing end-of-life FOUNDATION OF DIGITAL TRUST 19
  • 102. 20 The Problem: Cryptographic Exposure Is a Massive Blind Spot Companies Need to USER Users Customers Partners CRYPTOGRAPHY ADMIN Employees Suppliers Contractors CRYPTOGRAPHY ARCH Cloud Hybrid On-Prem CRYPTOGRAPHY PLATFORM Build Open Source Vendor CRYPTOGRAPHY IDENTITY Internal Federated External Inflexible deployments Not discoverable Not manageable Security and risk management leaders responsible for application and data security must prepare for the migration to postquantum algorithms by embracing the tenants of crypto-agility, knowing what the organization’s cryptographic dependencies are and how to replace them over time. − Mark Horvath, “Plan Now for Quantum Computing, Postquantum Cryptography and Security”, August 2017, Gartner REMEDIATE to protect their infrastructure and maintain performance 2 UNDERSTAND their cryptographic risk 1 20
  • 103. 21 Cryptographic Agility Becomes a Priority Discovery, cataloging and triaging is difficult, manual and error prone 2 Enterprises have a cryptographic blind spot 1 Largest cryptographic migration ever must happen quickly 3 In our customers’ words: ▪ Demonstrating to the C-Suite the scale of the cryptographic migration challenge is critical but has been virtually impossible ▪ Cryptographic compliance standards exist everywhere, and yet repeatable compliance tracking is very expensive ▪ Past audits were insufficient to serve as a basis for significant allocation of resources to accomplish migration ▪ Cryptographic migrations are typically done manually, are very error prone and take significantly longer than planned ▪ No automated tools exist to flag new cryptographic vulnerabilities when new application(s)/service(s) are deployed
  • 104. 22 Contact us for more information www.isara.com quantumsafe@isara.com Join us on social @ISARACorp @ISARACorp @ISARA Corporation
  • 105. Long-Term Thinking for Quantum Computing Paul Lopata, PhD Principal Director for Quantum Science Office of the Under Secretary of Defense Research & Engineering April 2021 Overall Briefing Classification: UNCLASSIFIED CLEARED For Open Publication Department of Defense OFFICE OF PREPUBLICATION AND SECURITY REVIEW Mar 22, 2021 SLIDES ONLY NO SCRIPT PROVIDED
  • 106. The U.S. Military Has a Long History with New Computing Machines 2 UNCLASSIFIED
  • 107. High Performance Computing is Not One Single Thing 3 UNCLASSIFIED SUPERCOMPUTERS FPGA ASIC GPU
  • 108. A DoD Basic Research Success Story 4 UNCLASSIFIED 1990 2000 2010 2020 BLACK: Quantum Computing ORANGE: Quantum Networking BLUE: Quantum Sensing GREEN: Atomic Clocks 
  • 109. USD(R&E) Quantum Computing Roadmap Fault‐Tolerant Phase Discovery Phase Error‐Limited Phase Invention: theory  of quantum computing First qubit First multi‐qubit algorithms Quantum  supremacy first declared Quantum advantage  using quantum co‐processors Algorithmic  error‐correction Quantum  advantage for  hard DoD problems 1980 2020 Fault‐tolerant  machines 5 UNCLASSIFIED
  • 110. Three Steps to Long-Term Thinking in QC 1. Align to your  organization’s values 6 UNCLASSIFIED
  • 111. Three Steps to Long-Term Thinking in QC 2. Build your internal  expertise 7 UNCLASSIFIED
  • 112. Three Steps to Long-Term Thinking in QC 3. Partner with like‐ minded organizations 8 UNCLASSIFIED
  • 113. Summary • DoD has a long history of successful  engagement with new computing  technologies • Quantum computers provide an  opportunity to add a new class of  machine to an already diverse mix  of high performance machines • Early and committed engagement  by basic research offices within DoD  have shaped our current landscape • Future success requires long‐term  thinking about some very hard  problems 9 Dr. Kathy‐Anne Soderberg showing a picture  of a single trapped ion at Air Force Research Lab UNCLASSIFIED
  • 114. Q&A