https://urgentcomm.com/wp-content/themes/ucm_child/assets/images/logo/footer-new-logo.png
  • Home
  • News
  • Multimedia
    • Back
    • Multimedia
    • Video
    • Podcasts
    • Galleries
  • Commentary
    • Back
    • Commentary
    • Urgent Matters
    • View From The Top
    • All Things IWCE
    • Legal Matters
  • Resources
    • Back
    • Resources
    • Events
    • Webinars
    • White Papers
    • Reprints & Reuse
  • IWCE
    • Back
    • IWCE
    • Conference
    • Special Events
    • Exhibitor Listings
    • Premier Partners
    • Floor Plan
    • Exhibiting Information
    • Register for IWCE
  • About Us
    • Back
    • About Us
    • Contact Us
    • Advertise
    • Terms of Service
    • Privacy Statement
    • Cookies Policy
  • Related Sites
    • Back
    • American City & County
    • IWCE
    • Light Reading
    • IOT World Today
    • Mission Critical Technologies
    • Microwave/RF
    • T&D World
    • TU-Auto
  • In the field
    • Back
    • In the field
    • Broadband Push-to-X
    • Internet of Things
    • Project 25
    • Public-Safety Broadband/FirstNet
    • Virtual/Augmented Reality
    • Land Mobile Radio
    • Long Term Evolution (LTE)
    • Applications
    • Drones/Robots
    • IoT/Smart X
    • Software
    • Subscriber Devices
    • Video
  • Call Center/Command
    • Back
    • Call Center/Command
    • Artificial Intelligence
    • NG911
    • Alerting Systems
    • Analytics
    • Dispatch/Call-taking
    • Incident Command/Situational Awareness
    • Tracking, Monitoring & Control
  • Network Tech
    • Back
    • Network Tech
    • Interoperability
    • LMR 100
    • LMR 200
    • Backhaul
    • Deployables
    • Power
    • Tower & Site
    • Wireless Networks
    • Coverage/Interference
    • Security
    • System Design
    • System Installation
    • System Operation
    • Test & Measurement
  • Operations
    • Back
    • Operations
    • Critical Infrastructure
    • Enterprise
    • Federal Government/Military
    • Public Safety
    • State & Local Government
    • Training
  • Regulations
    • Back
    • Regulations
    • Narrowbanding
    • T-Band
    • Rebanding
    • TV White Spaces
    • None
    • Funding
    • Policy
    • Regional Coordination
    • Standards
  • Organizations
    • Back
    • Organizations
    • AASHTO
    • APCO
    • DHS
    • DMR Association
    • ETA
    • EWA
    • FCC
    • IWCE
    • NASEMSO
    • NATE
    • NXDN Forum
    • NENA
    • NIST/PSCR
    • NPSTC
    • NTIA/FirstNet
    • P25 TIG
    • TETRA + CCA
    • UTC
Urgent Communications
  • NEWSLETTER
  • Home
  • News
  • Multimedia
    • Back
    • Video
    • Podcasts
    • Galleries
  • Commentary
    • Back
    • All Things IWCE
    • Urgent Matters
    • View From The Top
    • Legal Matters
  • Resources
    • Back
    • Events
    • Webinars
    • White Papers
    • Reprints & Reuse
    • UC eZines
    • Sponsored content
  • IWCE
    • Back
    • Conference
    • WHY ATTEND
    • Exhibitor Listings
    • Floor Plan
    • Exhibiting Information
    • Registration Opens April 2019-Join Our Mailing List
  • About Us
    • Back
    • About Us
    • Contact Us
    • Advertise
    • Terms of Service
    • Privacy Statement
    • Cookies Policy
  • Related Sites
    • Back
    • American City & County
    • IWCE
    • Light Reading
    • IOT World Today
    • TU-Auto
  • newsletter
  • In the field
    • Back
    • Internet of Things
    • Broadband Push-to-X
    • Project 25
    • Public-Safety Broadband/FirstNet
    • Virtual/Augmented Reality
    • Land Mobile Radio
    • Long Term Evolution (LTE)
    • Applications
    • Drones/Robots
    • IoT/Smart X
    • Software
    • Subscriber Devices
    • Video
  • Call Center/Command
    • Back
    • Artificial Intelligence
    • NG911
    • Alerting Systems
    • Analytics
    • Dispatch/Call-taking
    • Incident Command/Situational Awareness
    • Tracking, Monitoring & Control
  • Network Tech
    • Back
    • Cybersecurity
    • Interoperability
    • LMR 100
    • LMR 200
    • Backhaul
    • Deployables
    • Power
    • Tower & Site
    • Wireless Networks
    • Coverage/Interference
    • Security
    • System Design
    • System Installation
    • System Operation
    • Test & Measurement
  • Operations
    • Back
    • Critical Infrastructure
    • Enterprise
    • Federal Government/Military
    • Public Safety
    • State & Local Government
    • Training
  • Regulations
    • Back
    • Narrowbanding
    • T-Band
    • Rebanding
    • TV White Spaces
    • None
    • Funding
    • Policy
    • Regional Coordination
    • Standards
  • Organizations
    • Back
    • AASHTO
    • APCO
    • DHS
    • DMR Association
    • ETA
    • EWA
    • FCC
    • IWCE
    • NASEMSO
    • NATE
    • NXDN Forum
    • NENA
    • NIST/PSCR
    • NPSTC
    • NTIA/FirstNet
    • P25 TIG
    • TETRA + CCA
    • UTC
acc.com

Artificial Intelligence


Partner content

Can privacy-preserving machine learning overcome data-sharing worries?

Can privacy-preserving machine learning overcome data-sharing worries?

  • Written by Brian Buntz / IoT World Today
  • 10th July 2020

Privacy-preserving AI techniques could allow researchers to extract insights from sensitive data if cost and complexity barriers can be overcome. But as the concept of privacy-preserving artificial intelligence matures, so do data volumes and complexity. This year, the size of the digital universe could hit 44 zettabytes, according to the World Economic Forum. That sum is 40 times more bytes than the number of stars in the observable universe. And by 2025, IDC projects that number could nearly double.

More Data, More Privacy Problems

While the explosion in data volume, together with declining computation costs, has driven interest in artificial intelligence, a significant portion of data poses potential privacy and cybersecurity questions. Regulatory and cybersecurity issues concerning data abound. AI researchers are constrained by data quality and availability. Databases that would enable them, for instance, to shed light on common diseases or stamp out financial fraud — an estimated $5 trillion global problem — are difficult to obtain. Conversely, innocuous datasets like ImageNet have driven machine learning advances because they are freely available.

A traditional strategy to protect sensitive data is to anonymize it, stripping out confidential information. “Most of the privacy regulations have a clause that permits sufficiently anonymizing it instead of deleting data at request,” said Lisa Donchak, associate partner at McKinsey.

But the catch is, the explosion of data makes the task of re-identifying individuals in masked datasets progressively easier. The goal of protecting privacy is getting “harder and harder to solve because there are so many data snippets available,” said Zulfikar Ramzan, chief technology officer at RSA.

The Internet of Things (IoT) complicates the picture. Connected sensors, found in everything from surveillance cameras to industrial plants to fitness trackers, collect troves of sensitive data. With the appropriate privacy protections in place, such data could be a gold mine for AI research. But security and privacy concerns stand in the way.

Addressing such hurdles requires two things. First, a framework providing user controls and rights on the front-end protects data coming into a database. “That includes specifying who has access to my data and for what purpose,” said Casimir Wierzynski, senior director of AI products at Intel. Second, it requires sufficient data protection, including encrypting data while it is at rest or in transit. The latter is arguably a thornier challenge.

To read the complete article, visit IoT World Today.

Tags: Alerting Systems Analytics Applications Artificial Intelligence Critical Infrastructure Cybersecurity Enterprise Federal Government/Military Incident Command/Situational Awareness Internet of Things Interoperability IoT/Smart X News Policy Public Safety Security Software State & Local Government System Operation Test & Measurement Tracking, Monitoring & Control Partner content

Related


  • Public Safety Technology Alliance (PSTA) to shut down
    After three years of existence, the non-profit Public Safety Technology Alliance (PSTA) will cease operations within 45 days as officials say they believe that the organization achieved its primary goal to promote public safety’s use of open-standard technologies. “PSTA achieved its mission,” PSTA board member Jeff Johnson said during an interview with IWCE’s Urgent Communications. […]
  • Klobuchar pledges support for NG911 funding, does not address specifics of proposal
    Sen. Amy Klobuchar (D-Minn.)—a co-chair of the Congressional Next-Gen 911 Caucus—vowed to sponsor legislation once again that calls for at least $12 billion in federal funding to upgrade public-safety answering points (PSAPs) to next-generation-911 (NG911) technology, but she did not release any details of her proposal. Two years ago, Klobuchar sponsored  the “Next Generation 911 […]
  • Ubiquiti's latest hack highlights troubled security path for operators
    In January, equipment vendor Ubiquiti told customers to reset their passwords due to a security breach involving a third-party cloud provider. The announcement appeared to be a relatively routine security warning. Such alerts among equipment vendors have become increasingly common as the noise around cybersecurity continues to rise. However, the situation took on added weight when security researcher […]
  • Dependency problems increase for open-source components
    The average software application depends on more than 500 open source libraries and components, up 77% from 298 dependencies in two years, highlighting the difficulty of tracking the vulnerabilities in every software component, according to a new report from software management firm Synopsys. In its “Open Source Security and Risk Analysis” (OSSRA) report, the company […]

Leave a comment Cancel reply

To leave a comment login with your Urgent Comms account:

Log in with your Urgent Comms account

Or alternatively provide your name, email address below:

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

Related Content

  • Satellites poised to join 5G network topology
  • Global dwell time drops as ransomware attacks accelerate
  • IoT enterprise deployments continue apace, despite COVID-19
  • New T-Band rules impact LMR licensing activity

Commentary


Unlocking the power of ESInets: Different NG911 provisioning approaches exist; level of control is key differentiator

7th April 2021

Ransomware? Let’s call it what it really is: extortionware

21st February 2021

Redefining communications for today’s mobile workforces

18th February 2021
view all

Events


UC Ezines


IWCE 2019 Wrap Up

13th May 2019
view all

Twitter


UrgentComm

RT @Airgain: T-minus 14 days until our virtual panel with @UrgentComm. Listen to our panel of industry leaders as they share their firsthan…

22nd April 2021
UrgentComm

Driver and passenger monitoring brings zero cabin privacy dlvr.it/Ry9BSK

21st April 2021
UrgentComm

In this comprehensive report, @OmdiaHQ delivers a landscape and forecast for LTE and #5G technology serving the nee… twitter.com/i/web/status/1…

21st April 2021
UrgentComm

Attackers compromised code-checking vendor’s tool for two months dlvr.it/Ry7c0F

21st April 2021
UrgentComm

Will the feds set our broadband Internet prices? dlvr.it/Ry7bx0

21st April 2021
UrgentComm

Newscan: Chinese hackers compromise dozens of government agencies, defense contractors dlvr.it/Ry7MYD

21st April 2021
UrgentComm

Florida secures radio-system revenue for five years, agencies await clarity on statewide LMR dlvr.it/Ry4Wb8

20th April 2021
UrgentComm

The IoT security challenge for enterprises dlvr.it/Ry4WYd

20th April 2021

Newsletter

Sign up for UrgentComm’s newsletters to receive regular news and information updates about Communications and Technology.

Expert Commentary

Learn from experts about the latest technology in automation, machine-learning, big data and cybersecurity.

Business Media

Find the latest videos and media from the market leaders.

Media Kit and Advertising

Want to reach our digital and print audiences? Learn more here.

DISCOVER MORE FROM INFORMA TECH

  • American City & County
  • IWCE
  • Light Reading
  • IOT World Today
  • Mission Critical Technologies
  • Microwave/RF
  • T&D World
  • TU-Auto

WORKING WITH US

  • About Us
  • Contact Us
  • Events
  • Careers

FOLLOW Urgent Comms ON SOCIAL

  • Privacy
  • CCPA: “Do Not Sell My Data”
  • Cookies Policy
  • Terms
Copyright © 2021 Informa PLC. Informa PLC is registered in England and Wales with company number 8860726 whose registered and Head office is 5 Howick Place, London, SW1P 1WG.
This website uses cookies, including third party ones, to allow for analysis of how people use our website in order to improve your experience and our services. By continuing to use our website, you agree to the use of such cookies. Click here for more information on our Cookie Policy and Privacy Policy.
X