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Home / Insights / Entrokey Institute

Home / Insights / Entrokey Institute

Home / Insights / Entrokey Institute

Entropy as the organizing principle for secure technology.

Entropy as the organizing principle for secure technology.

Entropy as the organizing principle for secure technology.

The Entrokey Institute is the research and innovation arm of Entrokey Labs, working across cryptography, physics, mathematics, quantum science and AI.

The Entrokey Institute is the research and innovation arm of Entrokey Labs, working across cryptography, physics, mathematics, quantum science and AI.

The Entrokey Institute is the research and innovation arm of Entrokey Labs, working across cryptography, physics, mathematics, quantum science and AI.

01 / Our role

01 / Our role

01 / Our role

We lead research, validation and incubation to help society move safely into a post-quantum, AI-driven world, with entropy at the center of secure, energy-efficient and ethically aligned technology.

We lead research, validation and incubation to help society move safely into a post-quantum, AI-driven world, with entropy at the center of secure, energy-efficient and ethically aligned technology.

We lead research, validation and incubation to help society move safely into a post-quantum, AI-driven world, with entropy at the center of secure, energy-efficient and ethically aligned technology.

02 / Research library

02 / Research library

02 / Research library

The work behind the proof.

The work behind the proof.

The work behind the proof.

Featured report

Featured report

Featured report

Loki’s Shield: how entropy builds trust in a post-quantum world

Loki’s Shield: how entropy builds trust in a post-quantum world

Loki’s Shield: how entropy builds trust in a post-quantum world

How randomness and entropy help organizations defend against the cybersecurity threats posed by AI and quantum computing.

How randomness and entropy help organizations defend against the cybersecurity threats posed by AI and quantum computing.

How randomness and entropy help organizations defend against the cybersecurity threats posed by AI and quantum computing.

Article

Article

Article

A survey of entropy failure as an attack surface: artificial intelligence and modern cryptanalysis

A survey of entropy failure as an attack surface: artificial intelligence and modern cryptanalysis

A survey of entropy failure as an attack surface: artificial intelligence and modern cryptanalysis

How AI-driven cryptanalysis exploits weak entropy in encryption, and the case for stronger true randomness.

How AI-driven cryptanalysis exploits weak entropy in encryption, and the case for stronger true randomness.

How AI-driven cryptanalysis exploits weak entropy in encryption, and the case for stronger true randomness.

Request the article

Request the article

Request the article

Article

Article

Article

The impact of entropy on cryptographic security: a quantitative analysis

The impact of entropy on cryptographic security: a quantitative analysis

The impact of entropy on cryptographic security: a quantitative analysis

How the entropy used in key generation determines the real strength of encryption.

How the entropy used in key generation determines the real strength of encryption.

How the entropy used in key generation determines the real strength of encryption.

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Request the article

Request the article

Article

Article

Article

Cryptographic resilience in the AI quantum age: a predictive indexing approach to entropy assessment

Cryptographic resilience in the AI quantum age: a predictive indexing approach to entropy assessment

Cryptographic resilience in the AI quantum age: a predictive indexing approach to entropy assessment

Why AI and quantum threats call for new ways to validate cryptographic entropy.

Why AI and quantum threats call for new ways to validate cryptographic entropy.

Why AI and quantum threats call for new ways to validate cryptographic entropy.

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Request the article

Request the article

Article

Article

Article

Predictive indexing as a solution to AI and quantum threats to encryption

Predictive indexing as a solution to AI and quantum threats to encryption

Predictive indexing as a solution to AI and quantum threats to encryption

Where current entropy validation falls short, and how Predictive Indexing secures cryptography at scale.

Where current entropy validation falls short, and how Predictive Indexing secures cryptography at scale.

Where current entropy validation falls short, and how Predictive Indexing secures cryptography at scale.

Request the article

Request the article

Request the article

Whitepaper

Whitepaper

Whitepaper

A software-defined paradigm for quantum-resistant security

A software-defined paradigm for quantum-resistant security

A software-defined paradigm for quantum-resistant security

Executive summary of the quantum threat and the opportunity for software-defined security.

Executive summary of the quantum threat and the opportunity for software-defined security.

Executive summary of the quantum threat and the opportunity for software-defined security.

Read the whitepaper

Read the whitepaper

Read the whitepaper

Whitepaper

Whitepaper

Whitepaper

A Monte Carlo simulation for sizing the quantum security market

A Monte Carlo simulation for sizing the quantum security market

A Monte Carlo simulation for sizing the quantum security market

The methodology behind our estimate of the market for quantum-resistant security.

The methodology behind our estimate of the market for quantum-resistant security.

The methodology behind our estimate of the market for quantum-resistant security.

Read the whitepaper

Read the whitepaper

Read the whitepaper

Whitepaper

Whitepaper

Whitepaper

Quantum key distribution market analysis

Quantum key distribution market analysis

Quantum key distribution market analysis

A look at the trillion-dollar quantum security crisis.

A look at the trillion-dollar quantum security crisis.

A look at the trillion-dollar quantum security crisis.

Read the whitepaper

Read the whitepaper

Read the whitepaper

03 / How we work

03 / How we work

03 / How we work

Research. Validation. Acceleration.

Research. Validation. Acceleration.

Research. Validation. Acceleration.

A

A

A

Research and grants

Research and grants

Research and grants

We fund and commission peer-reviewed white papers with academic partners including CSUSB, MIT, Cambridge, Oxford and Harvard. Focus areas include entropy, quantum resilience, energy-efficient AI and quantum computing, critical infrastructure, national security and sustainable economic growth, guided by an Advisory Council spanning cryptography, physics, mathematics, economics, business and sustainability.

We fund and commission peer-reviewed white papers with academic partners including CSUSB, MIT, Cambridge, Oxford and Harvard. Focus areas include entropy, quantum resilience, energy-efficient AI and quantum computing, critical infrastructure, national security and sustainable economic growth, guided by an Advisory Council spanning cryptography, physics, mathematics, economics, business and sustainability.

We fund and commission peer-reviewed white papers with academic partners including CSUSB, MIT, Cambridge, Oxford and Harvard. Focus areas include entropy, quantum resilience, energy-efficient AI and quantum computing, critical infrastructure, national security and sustainable economic growth, guided by an Advisory Council spanning cryptography, physics, mathematics, economics, business and sustainability.

B

B

B

Validation and market analysis

Validation and market analysis

Validation and market analysis

We perform third-party validation, peer review and market studies of emerging technologies, and develop the economic and regulatory frameworks that quantum-safe and AI-resilient solutions need. Results are published open access.

We perform third-party validation, peer review and market studies of emerging technologies, and develop the economic and regulatory frameworks that quantum-safe and AI-resilient solutions need. Results are published open access.

We perform third-party validation, peer review and market studies of emerging technologies, and develop the economic and regulatory frameworks that quantum-safe and AI-resilient solutions need. Results are published open access.

C

C

C

Acceleration

Acceleration

Acceleration

Venture Incubation Hub. An entropy innovation accelerator for civilian and sustainability uses, helping researchers with IP protection, patents, prototypes, mentorship, pilots and venture partnerships.

Spin-Out Studio. Turns validated ideas into independent ventures, standards or nonprofits, with founder training and early funding.

04 / Funding model

04 / Funding model

04 / Funding model

A sustainable research cycle.

A sustainable research cycle.

A sustainable research cycle.

Our aim is a US-led global hub for entropy-driven innovation that bridges science, security and sustainability.

Our aim is a US-led global hub for entropy-driven innovation that bridges science, security and sustainability.

Our aim is a US-led global hub for entropy-driven innovation that bridges science, security and sustainability.

Seed funding

Seed funding

Seed funding

From Entrokey Labs, the Quantum Literacy Network, government agencies and philanthropic partners.

From Entrokey Labs, the Quantum Literacy Network, government agencies and philanthropic partners.

From Entrokey Labs, the Quantum Literacy Network, government agencies and philanthropic partners.

Grants and fellowships

Grants and fellowships

Grants and fellowships

Sponsored programs and competitive funding for researchers.

Sponsored programs and competitive funding for researchers.

Sponsored programs and competitive funding for researchers.

Sustainable cycle

Sustainable cycle

Sustainable cycle

Optional minority equity in spin-outs funds the next round of research.

Optional minority equity in spin-outs funds the next round of research.

Optional minority equity in spin-outs funds the next round of research.

Partnership alliances

Partnership alliances

Partnership alliances

With academia, defense, energy and finance.

With academia, defense, energy and finance.

With academia, defense, energy and finance.

05 / Programs

05 / Programs

05 / Programs

01

01

01

Academic white paper collaborations

Academic white paper collaborations

Academic white paper collaborations

Joint studies on cryptographic primitives, entropy scoring and quantum-safe frameworks.

Joint studies on cryptographic primitives, entropy scoring and quantum-safe frameworks.

Joint studies on cryptographic primitives, entropy scoring and quantum-safe frameworks.

02

02

02

Workforce development

Workforce development

Workforce development

Micro-credentialing for a quantum-ready workforce.

Micro-credentialing for a quantum-ready workforce.

Micro-credentialing for a quantum-ready workforce.

03

03

03

Grant fellowship program

Grant fellowship program

Grant fellowship program

Annual funding for academic and independent researchers.

Annual funding for academic and independent researchers.

Annual funding for academic and independent researchers.

04

04

04

Global policy dialogues

Global policy dialogues

Global policy dialogues

Convenings with defense, finance and technology leaders on cyber resilience.

Convenings with defense, finance and technology leaders on cyber resilience.

Convenings with defense, finance and technology leaders on cyber resilience.

05

05

05

Entropy Research Lab

Entropy Research Lab

Entropy Research Lab

A sponsored initiative testing randomness and pattern-free cryptography in real-world settings.

A sponsored initiative testing randomness and pattern-free cryptography in real-world settings.

A sponsored initiative testing randomness and pattern-free cryptography in real-world settings.

Advisory board

Advisory board

Advisory board

The board meets twice a year to review research, evaluate grants and set priorities. Members include a chair serving as Senior Fellow, professors of cryptography and applied mathematics, cybersecurity policy experts, CTOs and CISOs from finance, energy, telecom and healthcare, standards-body representatives, and a university representative serving as Chief Research Officer.

The board meets twice a year to review research, evaluate grants and set priorities. Members include a chair serving as Senior Fellow, professors of cryptography and applied mathematics, cybersecurity policy experts, CTOs and CISOs from finance, energy, telecom and healthcare, standards-body representatives, and a university representative serving as Chief Research Officer.

The board meets twice a year to review research, evaluate grants and set priorities. Members include a chair serving as Senior Fellow, professors of cryptography and applied mathematics, cybersecurity policy experts, CTOs and CISOs from finance, energy, telecom and healthcare, standards-body representatives, and a university representative serving as Chief Research Officer.

How we measure success

How we measure success

How we measure success

Peer-reviewed research, patents and spin-outs, the Entropy Innovation Index, the Entropy Energy Index, and a global network of entropy researchers.

Peer-reviewed research, patents and spin-outs, the Entropy Innovation Index, the Entropy Energy Index, and a global network of entropy researchers.

Peer-reviewed research, patents and spin-outs, the Entropy Innovation Index, the Entropy Energy Index, and a global network of entropy researchers.

Work with us on the future of security.

Work with us on the future of security.

Work with us on the future of security.

We collaborate year-round through grants, academic partnerships and joint innovation.

We collaborate year-round through grants, academic partnerships and joint innovation.

We collaborate year-round through grants, academic partnerships and joint innovation.

Contact us

Contact us

Contact us