COSSACK LABS | AI & ML security
Solution

Unlocking data commercial potential, securely

ML & AI are essential for modern businesses. These include analysing customer behaviour & data or using modern data processing methods to deliver new value to customers. Novel technologies bring novel threats or exacerbate existing ones, and since they’re data-related and math-heavy, we’re often asked by our customers to help tackle them.

We design cryptography-based protections for AI/ML-driven businesses.

Typical challenges for AI/ML-driven products

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Hard to balance

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Protecting ML models

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Customer privacy rights

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Data security concerns

Modern solutions

Model DRM

Differential privacy

Inference/statistical security

What we offer

To be announced

To be announced

There's a product that we're preparing to address ML models security – Please stay tuned for further announcements.
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Themis

Themis

A cross-platform cryptographic library for mobile, web, and server platforms, which solves 90% of typical data protection use cases that are common for most apps. Themis helps to integrate a security layer fast and easy.
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DRM-like ML-models protection

DRM-like ML-models protection

We’ve designed, implemented and co-maintained encryption-based protection with backend authorization for ML models that run on mobile applications, using CoreML, pytorch, TensorFlow.
Differential privacy systems

Differential privacy systems

We’ve designed differential privacy and statistical security-based data protection systems that respect individual GDPR rights while performing data processing.
Protection against statistical attacks

Protection against statistical attacks

We assist building anonymous de-identification schemes that enable statistical security against traditional and ML classification efforts with huge datasets.
Pragmatic security

Pragmatic security

Oftentimes, tools and methods are well-known, but having enough security experience to choose appropriate controls is what sets good ML security from "we've tried something".

Have a question? Get a human to answer it!

How we make a difference

Vast experience and expertise

As a cryptographic R&D team, we've built custom data security controls in different contexts, and have vast expertise in understanding practical threat models and failure scenarios, and designing sound security controls against them.

Relevant experience in ML

We’ve done security for award-winning ML products that are used by tens of millions of users, sophisticated industrial data-mining solutions and planet-wide services.

Built to last

Our approach is based on backwards compatibility, maintainability and support. You never lose encrypted data because some npm package became outdated.

For innovators, by innovators

We've started Cossack Labs to develop new tools and methods for protecting the data and enabling novel solutions to emerging problems — so that at the edge of your innovation, you’ve already got fitting tools handy.

Contact us

There are many ways we can help: with our products, bespoke solutions, and engineering services. Leave your contact information to connect with our team:

Contact us