01
Map
Understand what data exists, where it moves, who can reach it and what would happen if one layer were compromised.
eFind Research
Privacy + Security
Trust is an engineering problem with legal and human consequences.
RESEARCH
The question
Trust is an engineering problem with legal and human consequences.
Research is where eFind is allowed to be uncertain on purpose.
The job is to turn a broad question into things we can test, measure, reject, improve and eventually—if the evidence is good enough—build into a product or infrastructure decision.
Curiosity needs a method.
Privacy + Security
ONE
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What we are exploring
Security is a property of systems, not a sentence in the footer.
The topics below describe areas of investigation, not guarantees about a future product.
IDENTITY
Authentication + recovery
Secure sign-in is only half the work; recovery, device changes and account ownership matter too.
PERMISSIONS
Least access
Products should request the access they need and make those boundaries visible.
DATA
Lifecycle controls
Collection, retention, deletion and sharing policies need to match what the interface leads people to expect.
RESILIENCE
Design for failure
Security assumes mistakes, compromised credentials, outages and changing threats—not perfect behaviour forever.
How research earns its keep
Threat models before trust slogans.
02
Minimize
Reduce unnecessary collection, retention and privileges. The easiest sensitive record to protect is often the one a system never needed to store.
03
Attack
Use testing, review and adversarial thinking to find weak assumptions before someone else does. Security that has never been challenged is mostly optimism.
04
Recover
Design incident response, revocation, containment and restoration before an incident. Recovery is part of architecture, not the chapter written after the bad day.
The standard
The best security feature is often the data you never collected.
Privacy and security research should influence product architecture early: identity boundaries, permissions, storage choices, logging, encryption, model access and the default amount of information each service can see.
Security work
There is no final version of security.
Threats change, systems change and products accumulate new connections. Privacy and security research has to follow the architecture continuously rather than arriving for a ribbon-cutting ceremony before launch.
Least privilege is a product feature
Services and employees should get the access they need for the task, not the access that is easiest to configure. Good permission design reduces the blast radius when something goes wrong.
Recovery deserves design attention
Account recovery, device loss, compromised credentials, deleted files and incident response are not edge cases to the person experiencing them. The recovery path is part of security.
Do not promise invulnerability
No serious technology company can guarantee that a complex connected system will never fail or be attacked. The more useful promise is to build defensively, test, monitor, disclose responsibly and keep improving.