Investing in Zero Trust AI Crucial for Safeguarding Machine Learning Integrity and Security: Forrester Study

Date:

Title: Companies Urged to Invest in Zero Trust AI to Safeguard Machine Learning Integrity and Security

According to a recent study by independent research firm Forrester Consulting, organizations must prioritize investment in Zero Trust Artificial Intelligence (AI) to protect the integrity and security of machine learning (ML) models. The study, titled It’s Time for Zero Trust AI and commissioned by HiddenLayer, an AI Application Security company, revealed that decision-makers responsible for AI security recognize the critical role ML projects will play in their company’s revenue generation, customer experience, and business operations in the next 18 months.

The study uncovered a significant concern among respondents regarding their organization’s ML model security. Alarmingly, the majority of respondents currently rely on manual processes to address ML model threats, with approximately 86% expressing extreme or significant concern. To combat this challenge, a majority of respondents expressed interest in investing in an ML model integrity and security management solution within the next 12 months.

As AI technology becomes increasingly vital for business success, the report emphasizes the necessity for organizations to adopt Zero Trust AI and automated ML solutions. With the mounting complexity of ML models and the growing attractiveness of malicious attacks, traditional enterprise security teams are struggling to keep up with the evolving threat landscape. An AI solution that takes charge of ML model security, proactively stays ahead of bad actors, and facilitates seamless AI adoption is essential.

Following the release of the study, HiddenLayer Advisor Malcolm Harkins and Omar Khawaja, Databricks’ VP Security and Field CISO, joined Forrester’s VP & Principal Analyst, Mike Gualtieri, as guest speakers for a live webinar. The webinar aimed to delve further into the emerging threatscape and discuss practical solutions for securing AI.

See also  Telecom Consumers Brace for Post-Election Tariff Hikes, AI Solutions Offered

For more information and to access the complete Forrester study, please visit [https://hiddenlayer.com/forrester-opportunity-snapshot/?utm_campaign=Forrester&utm_source=MainPage].

To watch the webinar, Security AI Explained, please visit [https://www.youtube.com/watch?v=X_5UGAEpHg4].

For a visual summary of some of Forrester’s key findings, please refer to the infographic provided.

About HiddenLayer:
HiddenLayer is a Gartner-recognized AI Application Security company that empowers enterprises to safeguard the machine learning models behind their critical products using a comprehensive security platform. Unlike its competitors, HiddenLayer offers turnkey AI/ML security without adding unnecessary complexity to models or requiring access to raw data and algorithms. Established in March 2022 by experienced security and ML professionals, HiddenLayer is headquartered in Austin, Texas, and is backed by cybersecurity investment specialist firm Ten Eleven Ventures. Explore additional information, products, and the latest research reports at www.hiddenlayer.com.

Frequently Asked Questions (FAQs) Related to the Above News

What is the importance of investing in Zero Trust AI for organizations?

Investing in Zero Trust AI is crucial for organizations to safeguard the integrity and security of their machine learning (ML) models. It helps protect against threats and ensure the reliability of ML projects, which in turn contribute to revenue generation, customer experience, and overall business operations.

Why is manual handling of ML model threats concerning?

The majority of respondents in the study expressed extreme or significant concern about their organization's ML model security. Relying on manual processes to address ML model threats is problematic because it can be time-consuming, prone to human error, and inadequate to keep up with the evolving threat landscape.

What is the proposed solution for addressing ML model security challenges?

The study recommends investing in an ML model integrity and security management solution within the next 12 months. This solution should automate ML security processes, proactively protect against malicious attacks, and facilitate seamless adoption of AI technologies.

What is the role of Zero Trust AI in securing ML models?

Zero Trust AI plays a vital role in securing ML models by taking charge of their security, staying ahead of bad actors, and ensuring the integrity of AI technologies. It helps organizations keep up with the complexity of ML models and provides advanced protection against emerging threats.

Who were the guest speakers in the webinar discussing AI security?

The guest speakers in the webinar were HiddenLayer Advisor Malcolm Harkins, Omar Khawaja (Databricks' VP Security and Field CISO), and Forrester's VP & Principal Analyst, Mike Gualtieri. They discussed emerging threats in the AI landscape and provided practical solutions for securing AI.

Where can I access the complete Forrester study on investing in Zero Trust AI?

You can access the complete Forrester study on investing in Zero Trust AI by visiting [https://hiddenlayer.com/forrester-opportunity-snapshot/?utm_campaign=Forrester&utm_source=MainPage].

How can I watch the webinar on Security AI Explained?

You can watch the webinar on Security AI Explained by visiting [https://www.youtube.com/watch?v=X_5UGAEpHg4].

What is HiddenLayer and what solutions does it offer?

HiddenLayer is a Gartner-recognized AI Application Security company. It offers a comprehensive security platform that empowers enterprises to safeguard their machine learning models behind critical products. HiddenLayer provides turnkey AI/ML security without adding complexity to models or requiring access to raw data and algorithms.

Where is HiddenLayer headquartered, and who backs the company?

HiddenLayer is headquartered in Austin, Texas. It is backed by cybersecurity investment specialist firm Ten Eleven Ventures.

Where can I find additional information, products, and research reports from HiddenLayer?

You can explore additional information, products, and the latest research reports from HiddenLayer at their website: www.hiddenlayer.com.

Please note that the FAQs provided on this page are based on the news article published. While we strive to provide accurate and up-to-date information, it is always recommended to consult relevant authorities or professionals before making any decisions or taking action based on the FAQs or the news article.

Kunal Joshi
Kunal Joshi
Meet Kunal, our insightful writer and manager for the Machine Learning category. Kunal's expertise in machine learning algorithms and applications allows him to provide a deep understanding of this dynamic field. Through his articles, he explores the latest trends, algorithms, and real-world applications of machine learning, making it accessible to all.

Share post:

Subscribe

Popular

More like this
Related

Obama’s Techno-Optimism Shifts as Democrats Navigate Changing Tech Landscape

Explore the evolution of tech policy from Obama's optimism to Harris's vision at the Democratic National Convention. What's next for Democrats in tech?

Tech Evolution: From Obama’s Optimism to Harris’s Vision

Explore the evolution of tech policy from Obama's optimism to Harris's vision at the Democratic National Convention. What's next for Democrats in tech?

Tonix Pharmaceuticals TNXP Shares Fall 14.61% After Q2 Earnings Report

Tonix Pharmaceuticals TNXP shares decline 14.61% post-Q2 earnings report. Evaluate investment strategy based on company updates and market dynamics.

The Future of Good Jobs: Why College Degrees are Essential through 2031

Discover the future of good jobs through 2031 and why college degrees are essential. Learn more about job projections and AI's influence.