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Likewise, companies that are victims of big consumer breaches risk criticism for failing to protect Americans.
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repeatedly breached risk limitations.
If we seriously want to reduce cyber-breach risk, we need to think differently.
In the process, Okta customers can cut their security TCO via administrative staff reductions, while benefiting from the added soft ROI of lower security breach risk.
Both security-unready and security-mature organizations must invest in a system to continuously and comprehensively measure their actual security posture and predict breach risk.
From there, mitigating the breach risk of personally identifiable information and proprietary company information will be key as data flows across the company and out into third-party services.
It may seem outrageous, but some of these organizations still lack a sense of urgency due to a poor appreciation of breach risk ("No, it won't happen to me") or a sense of despondency ("If Deloitte got breached, what chance do I have?").
By becoming a flexible platform that allows companies to integrate with their existing tools, while still offering the type of precognition capabilities that allow them to see where they're most likely to be breached, Risk I/O wants to bring the ease of use typically reserved for consumer products to enterprise-grade risk assessment.
Ali has blogged here about the approach he took, using a mathematical property called k-anonymity — and both Hunt and 1Password are using this method to enable password checks against Pwned Passwords that don't share the full hash of the password being checked (which would be a bad idea because it could create a breach risk).
This approach increases the breach risk of that data by creating a larger pool and so reduces the number of sites willing to contribute health data [ 18, 19].
The challenge is how to manage the interrelated issues of demand, spot prices and breach risks.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com