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Protect Your Advantage

Security for
Machine Learning

Your machine learning algorithms and carefully-curated training sets have come at a considerable expense and represent your unique competitive advantage. But a successful adversarial attack against them could cost you that advantage and you’d never know it happened.

HiddenLayer is the first productized solution for the next security frontier — your ML.
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Machine Learning Detection and Response (MLDR)

HiddenLayer’s patent-pending solution provides a noninvasive, software-based platform that monitors the inputs and outputs of your machine learning algorithms for anomalous activity consistent with adversarial ML attack techniques. Response actions are immediate with a flexible response framework to protect your ML.

What you don’t know could cost more than your competitive advantage.

With HiddenLayer, you can rest easy knowing that you’re leveraging the latest advancements in ML and adversarial ML security research to monitor, detect, and defend against even the most determined attackers.

Learn more

30%

"Through 2022

30%

of all AI cyberattacks will leverage training data poisoning, AI model theft, or adversarial samples to attack AI-powered systems.” (source: Gartner)

ZERO

ZERO

security companies are dedicated to ML.

Until now...

Until now...

power button

Hands Off
Always On

Your algorithms and training sets are as unique as your fingerprints and not meant for public consumption. But access to them is not necessary to protect you against attacks. 

HiddenLayer MLDR uses a patent-pending technique that observes the vectorized inputs into your ML model and the decisions that result from it. The system learns what is normal for your unique ML application without ever needing to be explicitly told.

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Engineered and purpose-built for ML

Ensure the technology that’s driving your edge isn’t exposed.

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Keep your advantage. Maintain your algorithms.

algorithm system

Protect proprietary ML models from being reverse-engineered by competitors.

Trust your model’s performance and outputs.

mileage

Secure algorithms against inference or poisoning attacks.

Prevent sensitive training data from exposure.

security algorithm system

Ensure sensitive and private information remains that way.

Cost-efficient
Not costly interference

Most adversarial AI security firms need to engage panels of expensive experts to take your algorithm apart and harden it from the inside, adding complexity, performance inefficiency, and cost. Not us.

HiddenLayer Solutions

Purpose-Built Platform

HiddenLayer offers a drop-in software approach that provides a lightweight, real-time awareness of your model’s health and attack surface — without ever needing insight into it or the training set used to create it.

MLDR

HiddenLayer Homepage Scan and Discover Slider Halo
Detect and respond

MLDR

to suspicious activity around your AI/ML assets.

Integrity Scan

HiddenLayer Homepage Scan and Discover Slider Recon
Scan and discover

Integrity Scan

your AI/ML assets to keep them safe.

Audit Reporting

scans points
Validate Security

Audit Reporting

across enterprise AI/ML models with comprehensive reporting.

For information about protecting your ML secrets with HiddenLayer, book a demo.
Book a Demo

Expert Services

Our team has some of the best data science and threat research talent on the planet. From AI/ML risk modeling, training, to penetration testing, were here help you protect your most important technology, artificial intelligence.

To discuss how our team can help build your ML security program, contact us.

Contact Us

Built on the standard for AI security

HiddenLayer uses the MITRE ATLAS framework to align with the industry’s leading authority on adversarial threats targeting artificial-intelligence systems.

learn more about MITRE Atlas
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Showing the way

HiddenLayer was founded by ML professionals and security specialists with first-hand experience of how insidious adversarial ML attacks can be to detect and defend against. Determined to prove that these attacks were preventable, the team developed a unique, patent-pending, productized ML solution to help all organizations protect the world’s most important technology.

Research 03.24.2023
Cybersecurity
03.24.2023

The Dark Side of Large Language Models

Read More
Cybersecurity
Research 03.23.2023
Cybersecurity
03.23.2023

The Dark Side of Large Language Models

Read More
Cybersecurity
Research 02.28.2023
Adversarial Machine Learning, Cybersecurity, ML Ops
02.28.2023

HiddenLayer Partners with Databricks

Read More
Adversarial Machine Learning Cybersecurity ML Ops
Read more in our full resources section.

Show yourself.

Interested in the absolute cutting-edge information about HiddenLayer or securing ML? Sign up for our occasional email newsletter and we’ll make sure you’re first in the know.

HiddenLayer
Opportunities

Join Us

We were founded and funded by experts who pioneered ML security in the industries and enterprises that basically invented this stuff. If you’re interested in joining the team and “going hidden,” see our current job opportunity listings here.

Current Job Opportunities
Trust Your Outputs.

HiddenLayer, a Gartner recognized AI Application Security company, is a provider of security solutions for machine learning algorithms, models and the data that power them. With a first-of-its-kind, noninvasive software approach to observing and securing ML, HiddenLayer is helping to protect the world’s most valuable technologies.

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