Security Research
GeneratePass conducts original research in password security, cryptographic analysis, and authentication systems. Our research informs our tool development, educational content, and the broader cybersecurity community. We believe that transparency in research methods and findings strengthens the security posture of everyone who relies on our tools and guidance.
Last Updated: July 8, 2026
Our Research Focus
Our research is concentrated on three core domains that directly impact the security tools we build and the educational guidance we provide. Each research area maps to specific tools and content on GeneratePass, creating a direct line between our research output and the practical security improvements our users experience.
We prioritize applied research — studies that yield actionable insights for improving password policies, tool design, and user security practices. Our work bridges academic cryptography with practical, real-world security implementation. Rather than pursuing purely theoretical investigations, we focus on research that can be immediately translated into better tools, clearer guidance, and stronger security recommendations.
Research findings are published on our platform and shared with the broader community. We contribute to open-source projects, submit findings to industry conferences, and make our methodology publicly available for scrutiny and replication. Transparency is not just a policy for us — it is a research principle.
Research Areas
Our research program spans password security analysis, cryptographic implementation verification, and authentication system design. Each area feeds directly into our tool development and educational content. When we discover insights that change our understanding of password security, those insights are reflected in updated tools and guides within weeks.
We publish findings through our Security Blog, open-source tool documentation, and peer-reviewed submissions to industry conferences. Our research is designed to be reproducible — we document our methods, data sources, and analysis scripts so that other researchers can verify and build upon our work.
Our Methodology page provides full technical detail on the mathematical foundations and verification processes that underpin all of our research.
Research Domains
| Domain | Tools Informed |
|---|---|
| Password Entropy | Entropy Calculator, Strength Checker |
| Breach Analysis | Breach Checker, Password Statistics |
| CSPRNG Verification | All Generator Tools |
| Hash Algorithm Analysis | Hash Identifier, SHA/MD5 Tools |
| Authentication Design | Security Guides, Policy Checker |
Published Studies and Findings
Our research team produces analyses that are published on our platform and shared with the broader cybersecurity community. Each study follows our documented Methodology and is reviewed according to our Editorial Policy standards. Key publications include:
| Study | Focus | Key Finding |
|---|---|---|
| Breach Pattern Analysis | Large-scale analysis of leaked credential databases | 73% of users reuse passwords across multiple services, significantly increasing compromise risk |
| Entropy Estimation Methods | Comparative analysis of password entropy calculation techniques | Pool-based entropy overestimates strength for low-diversity passwords by up to 40% |
| CSPRNG Browser Variability | Cross-browser analysis of Web Crypto API implementations | All major browsers provide equivalent CSPRNG quality via OS entropy pools |
| Passphrase Strength Analysis | Diceware wordlist entropy and user memorability studies | 6-word passphrases provide 77+ bits of entropy with high memorability |
| Hash Rate Benchmark Study | GPU-accelerated hash rate benchmarks across algorithms | bcrypt remains 1000x slower to crack than SHA-256 on modern GPUs |
Each study includes detailed methodology documentation, data sources, and analysis scripts. We encourage peer review and welcome feedback from the cybersecurity community. If you have questions about any of our published research, please reach out through our Contact Page.
Research Methodology
Our research follows a rigorous methodology designed to produce reproducible, verifiable results. We adhere to the standards of responsible security research while maintaining our commitment to open access and educational transparency. Every research project follows a structured process from question formulation through publication.
All tools used in our research — including entropy calculators, hash analyzers, and breach checkers — are the same tools available to users on GeneratePass. We do not use proprietary analysis engines or hidden datasets. This ensures that our findings can be independently verified by anyone with access to our tools and the referenced data sources.
Our research team maintains a library of test cases derived from NIST publications and academic papers. These test cases are used to validate our tools and ensure consistency between our research outputs and the results our users see when using GeneratePass tools.
Research Process
Every research project follows a structured process from question formulation through publication. This ensures methodological rigor and reproducibility. No research findings are published without completing the full five-phase process.
| Phase | Activities | Outputs |
|---|---|---|
| 1. Question Formation | Identify research question, define scope, literature review | Research proposal, annotated bibliography |
| 2. Data Collection | Breach datasets, benchmark testing, survey design | Raw datasets, test logs, survey responses |
| 3. Analysis | Statistical analysis, cryptographic verification, peer review | Analysis scripts, preliminary findings |
| 4. Internal Review | Security team review, methodology validation, fact-check | Reviewed draft, review notes |
| 5. Publication | Blog post, tool update, or external submission | Published content, updated tools |
After publication, we monitor for feedback, new data, and industry developments that may warrant updates or follow-up research. Research findings are not static — we revisit published studies when new evidence emerges and update our conclusions accordingly.
Responsible Disclosure
GeneratePass follows responsible disclosure practices. If our research identifies vulnerabilities in third-party systems or software, we follow industry-standard disclosure timelines designed to protect users while ensuring timely public awareness. Our disclosure process balances the need for vendor remediation with the public's right to know about security risks.
Our Disclosure Process
- Private notification to affected vendor or maintainer with technical details
- 90-day coordinated disclosure window for vendor remediation
- Follow-up at 30, 60, and 90 days to track remediation progress
- Public disclosure after window expires or fix is confirmed
- CVE request for confirmed vulnerabilities through MITRE
Our Own Disclosure
If a vulnerability is found in GeneratePass tools, we disclose it publicly through our Deployment Notes and notify users via our security channels. We apply the same 90-day timeline to our own vulnerabilities, demonstrating our commitment to the same standards we expect from others.
Security issues in our tools can be reported through our Contact Page. We acknowledge all reports within 48 hours and provide regular updates on remediation progress.
Open Source Contributions
GeneratePass contributes to the open-source security community through code audits, tool improvements, and shared research findings. Our codebase is designed to be transparent and auditable — every tool on our platform can be inspected, downloaded, and run entirely offline.
All of our tools are built with open-source dependencies and compile to static assets. Users can download, audit, and run our tools entirely offline. We publish security-related improvements to our tools through our Deployment Notes, providing full transparency into our development process.
We also contribute to the broader open-source ecosystem by reporting vulnerabilities in dependencies, submitting patches to upstream projects, and sharing our security research with the community. Security is a collaborative effort, and we believe that sharing findings benefits everyone.
| Contribution Type | Description | Impact |
|---|---|---|
| Code Audits | Reviewing our own and dependency code for vulnerabilities | Prevents security regressions in tools |
| Entropy Research | Improving password strength estimation algorithms | Better strength ratings for users |
| Breach Analysis | Studying leaked credential patterns for educational insights | Informs statistics page |
| Tool Improvements | Enhancing accuracy, performance, and accessibility of tools | Direct user benefit |
Industry References
Our research is grounded in the work of established standards bodies and leading security research organizations. We regularly reference and build upon the following authoritative sources:
- NIST — National Institute of Standards and Technology (SP 800-63B, SP 800-90A)
- OWASP — Open Worldwide Application Security Project
- SANS Institute — Security training and research organization
- FIDO Alliance — Passkey and FIDO2 authentication standards
Collaborative Research
We welcome collaboration with security researchers, academic institutions, and industry partners. If you are interested in collaborative research on password security, cryptographic analysis, or authentication design, please reach out through our Contact Page.
Our About page describes our broader organizational philosophy and technical approach. We are particularly interested in collaborations that advance the state of password security education and tool development.
Security Research FAQ
Yes. Our research covers password entropy analysis, CSPRNG verification across browsers, breach pattern analysis, and hash rate benchmarking. All findings are published on our platform and inform our tool development. We follow a rigorous five-phase research process documented on our Methodology page.
Our published findings are available on our Security Blog and within our tool documentation. Detailed datasets and analysis scripts may be available upon request for academic or research purposes. Contact us through our Contact Page for data access requests.
Report security vulnerabilities through our Contact Page. We acknowledge all reports within 48 hours and follow a 90-day coordinated disclosure timeline. We apply the same responsible disclosure standards to our own tools that we recommend for third-party software.
Yes. We welcome collaboration with researchers, academic institutions, and industry partners focused on password security, cryptographic analysis, and authentication design. Contact us through our Contact Page to discuss potential partnerships. We are particularly interested in collaborations that advance security education and tool development.
References
- NIST Special Publication 800-63B: Digital Identity Guidelines
- OWASP Authentication Cheat Sheet
- Verizon Data Breach Investigations Report (DBIR)
- USENIX Security Symposium — Password Research Papers
- ACM Conference on Computer and Communications Security (CCS)
- FIDO Alliance — Passkey and FIDO2 Specifications
- SANS Institute — Password Security Survey
- GeneratePass Methodology — Technical Details
- GeneratePass About — Organizational Philosophy