HiddenLayer, a Gartner recognized AI Application Security company, is a provider of security solutions for machine learning algorithms, models & the data that power them. With a first-of-its-kind, non-invasive software approach to observing & securing ML, HiddenLayer is helping to protect the world’s most valuable technologies.
$6T
Cyber attacks cost an estimated $6 trillion globally in 2021.
30%
30% of all AI cyberattacks will leverage training-data poisoning, AI model theft, or adversarial samples to attack AI-powered systems.
2 IN 5
2 in 5 organizations have had an AI security or privacy breach. 1 in 4 were malicious attacks.
Service Offerings
Threat Modeling
A holistic interview and whiteboard-based exercise to understand your business needs and AI/ML threat landscape. Through discovery interviews and scenario-based discussions the overall AI/ML environmental and asset risk will be assessed. The deliverable will detail out potential threat vectors, likelihood, impact, impacted assets, remediation & recovery effort, and countermeasures needed to maximize resources and risk mitigation.
ML Risk Assessment
A detailed analysis of your ML Operations lifecycle and in-depth analysis of your most critical ML models to determine the risk your AI/ML investments currently pose to the organization and the effort and/or controls required to improve it.
Expert Training
Full day training to provide the data science and security teams an understanding of AML TTPs and the most effective countermeasures to protect against them.
Red Team Assessment
The Adversarial Machine Learning Research (AMLR) Team will leverage the same TTPs used by attackers (see image below and MITRE ATLAS framework) to assess how well the attacks are currently detected and prevented by your existing people, processes, and controls.
AI/ML Model Scanning
The consultants use HiddenLayer’s unique, patent pending model integrity scanner to test and validate that existing AI/ML models are free from threats (i.e. malware) and tampering.
ML Detection & Response (MLDR) Implementation Services
Professional implementation and integration of HiddenLayer’s MLDR product into the AI/ML environment. It provides the data science and security teams the functionality and visibility required to prevent attacks, improve responsiveness, and maximize model effectiveness.
