Friday, 31 Oct 2025
  • Contact
  • Privacy Policy
  • Terms & Conditions
  • DMCA
logo logo
  • World
  • Politics
  • Crime
  • Economy
  • Tech & Science
  • Sports
  • Entertainment
  • More
    • Education
    • Celebrities
    • Culture and Arts
    • Environment
    • Health and Wellness
    • Lifestyle
  • đŸ”„
  • Trump
  • VIDEO
  • House
  • White
  • ScienceAlert
  • Trumps
  • Watch
  • man
  • Health
  • Season
Font ResizerAa
American FocusAmerican Focus
Search
  • World
  • Politics
  • Crime
  • Economy
  • Tech & Science
  • Sports
  • Entertainment
  • More
    • Education
    • Celebrities
    • Culture and Arts
    • Environment
    • Health and Wellness
    • Lifestyle
Follow US
© 2024 americanfocus.online – All Rights Reserved.
American Focus > Blog > Tech and Science > Security teams can respond 80% faster to events with Cyberhaven’s AI-powered data lineage tools
Tech and Science

Security teams can respond 80% faster to events with Cyberhaven’s AI-powered data lineage tools

Last updated: March 25, 2025 9:24 am
Share
Security teams can respond 80% faster to events with Cyberhaven’s AI-powered data lineage tools
SHARE

Stay updated with the latest industry-leading AI coverage by subscribing to our daily and weekly newsletters. Learn More


Enterprises are witnessing a surge in the unauthorized use of AI tools by their employees, a phenomenon known as shadow AI. Studies show that up to 96% of AI-related work done by employees is through non-corporate accounts, posing a significant risk of leaking sensitive corporate data.

Contents
90% Reduction in Incidents Requiring Manual ReviewProtecting Enterprises’ Valuable Data with AIEnhancing User Monitoring

Cyberhaven, a security platform, aims to address this issue by tracking data lineage across different users and endpoints. Through its large lineage models (LLiMs), Cyberhaven has introduced Linea AI, a next-generation platform designed to combat shadow AI and predict potentially harmful incidents.

Nishant Doshi, Chief Product and Development Officer at Cyberhaven, explained, “Lineage allows you to understand the origin of data, its access history, and its movement across various endpoints and users.”

90% Reduction in Incidents Requiring Manual Review

Recent analysis by Cyberhaven revealed a 485% increase in AI usage among employees between March 2023 and March 2024. Alarmingly, a large percentage of sensitive data such as legal documents, source code, and HR records shared with AI is directed towards non-corporate accounts.

Linea AI leverages LLiMs trained on real enterprise data flows to prevent unauthorized data sharing and safeguard company information. The platform incorporates computer vision and multi-modal AI to analyze various data formats, enabling autonomous assessment of policy violations and incident severity to alleviate security operations center alert fatigue.

As a result, customers have reported a 90% reduction in incidents requiring manual review and an 80% decrease in mean time to respond to security incidents. Cyberhaven’s tools have uncovered over 50 critical risks per month that traditional security measures failed to detect.

See also  Good luck guessing Yosemite's most dangerous animal

Prabhath Karanth, CSO and CIO of Greenlight, a family financial app, praised Cyberhaven for providing visibility into data movements across the organization, surpassing traditional data loss prevention (DLP) and insider risk management tools.

Unlike conventional approaches that rely on pattern matching, Cyberhaven emphasizes content and context inspection by examining data and providing context through lineage traces.

Protecting Enterprises’ Valuable Data with AI

Cyberhaven’s cutting-edge AI models and transformer neural network architecture power its platform, enhancing data analysis accuracy. Employing a multi-stage retrieval-augmented generation (RAG) engine, Cyberhaven fine-tunes its LLiM to identify an enterprise’s most critical data elements.

The platform introduces intelligent screenshot analysis to address a persistent blind spot in data security. Aaron Arkeen, a senior security engineer at DailyPay, highlighted the challenge of detecting and preventing the unauthorized sharing of sensitive information such as engineering designs and research data.

Enhancing User Monitoring

Cyberhaven introduces an autonomous AI feature, Let Linea Decide, to assist security teams in assessing incident severity by analyzing data and user logs. This feature offers insights into screenshots, PDFs, and source code, leveraging data lineage to determine the necessity of human intervention.

Doshi explained, “We aim to predict the next action based on historical knowledge, distinguishing between benign and anomalous events through data comprehension.” The platform aids in identifying suspicious user activities and reducing manual review efforts.

By detecting incidents like data exfiltration to personal cloud accounts and unauthorized file transfers, Cyberhaven empowers organizations to prevent data breaches proactively. Arkeen noted that DailyPay saw a 65% reduction in mean time to respond due to Linea’s concise AI summaries and efficient risk identification.

See also  The Trump Administration’s Deletion of Environmental Justice Data Does Real Harm

Despite evaluating multiple DLP providers, DailyPay chose Cyberhaven for its unique data lineage approach, which offers unparalleled visibility into data movements and risk mitigation.

Arkeen concluded, “Linea AI consistently identifies nuanced risks that traditional systems overlook, saving us time on escalation and prevention efforts.”

TAGGED:AIpoweredCyberhavensDataEventsfasterlineageRespondSecurityteamstools
Share This Article
Twitter Email Copy Link Print
Previous Article Blake Lively ‘Hit By Yo-Yo Weight As Lawsuit Takes Toll on Health’ Blake Lively ‘Hit By Yo-Yo Weight As Lawsuit Takes Toll on Health’
Next Article Donald Trump defends national security adviser over chat breach Donald Trump defends national security adviser over chat breach
Leave a comment

Leave a Reply Cancel reply

Your email address will not be published. Required fields are marked *

Popular Posts

Google just made CNAPP the fastest Formula 1 in cloud security

The recent acquisition of Wiz by Google has shed light on the crucial need for…

March 21, 2025

Michigan doctor who worked with youth hockey teams gets 10 years in prison for sex assault

The case of Dr. Zvi Levran, also known as the "hockey doc," has shocked the…

April 29, 2025

English Premier League, Serie A, MLS best bets, odds, free soccer picks for Sunday, May 18

Soccer enthusiasts around the world are in for a thrilling weekend as a slew of…

May 18, 2025

North Carolina ‘Sexiest Collard Farmer’ contest sows drama

North Carolina's "Sexiest Collard Farmer" Contest Takes an Unexpected Turn Contestants vying for the title…

November 25, 2024

Goldman Sachs Sees ‘Upswing’ in Investment Banking to Continue

David Solomon, the CEO of Goldman Sachs Group Inc. Photo by Kent Nishimura/Bloomberg October 14,…

October 15, 2025

You Might Also Like

iPhone 17 Tips and Tricks That Pros Use
Tech and Science

iPhone 17 Tips and Tricks That Pros Use

October 31, 2025
Deep Beneath The Pacific Ocean, Earth’s Crust Is Tearing Itself Apart : ScienceAlert
Tech and Science

Deep Beneath The Pacific Ocean, Earth’s Crust Is Tearing Itself Apart : ScienceAlert

October 31, 2025
AI mania tanks CoreWeave’s Core Scientific acquisition; it buys Python notebook Marimo
Tech and Science

AI mania tanks CoreWeave’s Core Scientific acquisition; it buys Python notebook Marimo

October 31, 2025
How Supermassive Black Holes Can Become Cosmic Nightmares
Tech and Science

How Supermassive Black Holes Can Become Cosmic Nightmares

October 31, 2025
logo logo
Facebook Twitter Youtube

About US


Explore global affairs, political insights, and linguistic origins. Stay informed with our comprehensive coverage of world news, politics, and Lifestyle.

Top Categories
  • Crime
  • Environment
  • Sports
  • Tech and Science
Usefull Links
  • Contact
  • Privacy Policy
  • Terms & Conditions
  • DMCA

© 2024 americanfocus.online –  All Rights Reserved.

Welcome Back!

Sign in to your account

Lost your password?