Food Engineering logo
  • Sign In
  • Create Account
  • Sign Out
  • My Account
  • NEWS
  • PRODUCTS
  • TOPICS
  • EXCLUSIVES
  • MEDIA
  • FOOD MASTER
  • EVENTS
  • RESOURCES
  • EMAGAZINE
  • SIGN UP!
cart
facebook twitter linkedin youtube
  • NEWS
  • Latest Headlines
  • Manufacturing News
  • People & Industry News
  • Plant Openings
  • Recalls
  • Regulatory Watch
  • Supplier News
  • PRODUCTS
  • New Plant Products
  • New Retail Products
  • TOPICS
  • Alternative Protein
  • Automation
  • Cannabis
  • Cleaning | Sanitation
  • Fabulous Food Plants
  • Food Safety
  • Maintenance Strategies
  • OEE
  • Packaging
  • Sustainability
  • More
  • EXCLUSIVES
  • Plant Construction Survey
  • Plant of the Year
  • Sustainable Plant of the Year
  • State of Food Manufacturing
  • Top 100 Food & Beverage Companies
  • MEDIA
  • Podcasts
  • Videos
  • Webinars
  • White Papers
  • EVENTS
  • Food Automation & Manufacturing Symposium and Expo
  • Industry Events
  • RESOURCES
  • eNewsletter
  • Custom Content & Marketing Services
  • FE Store
  • Government Links
  • Industry Associations
  • Market Research
  • Classified Ads
  • EMAGAZINE
  • eMagazine
  • Archive Issue
  • Advertise
Food Engineering logo
search
cart
facebook twitter linkedin youtube
  • Sign In
  • Create Account
  • Sign Out
  • My Account
Food Engineering logo
  • NEWS
    • Latest Headlines
    • Manufacturing News
    • People & Industry News
    • Plant Openings
    • Recalls
    • Regulatory Watch
    • Supplier News
  • PRODUCTS
    • New Plant Products
    • New Retail Products
  • TOPICS
    • Alternative Protein
    • Automation
    • Cannabis
    • Cleaning | Sanitation
    • Fabulous Food Plants
    • Food Safety
    • Maintenance Strategies
    • OEE
    • Packaging
    • Sustainability
    • More
  • EXCLUSIVES
    • Plant Construction Survey
    • Plant of the Year
    • Sustainable Plant of the Year
    • State of Food Manufacturing
    • Top 100 Food & Beverage Companies
  • MEDIA
    • Podcasts
    • Videos
    • Webinars
    • White Papers
  • FOOD MASTER
  • EVENTS
    • Food Automation & Manufacturing Symposium and Expo
    • Industry Events
  • RESOURCES
    • eNewsletter
    • Custom Content & Marketing Services
    • FE Store
    • Government Links
    • Industry Associations
    • Market Research
    • Classified Ads
  • EMAGAZINE
    • eMagazine
    • Archive Issue
    • Advertise
  • SIGN UP!
Automation

AI, machine learning and cybersecurity

Machine learning and AI help processors outsmart cybercriminals

By Wayne Labs, Senior Contributing Technical Editor
Malware

The malware families used by hackers are largely well known to the IT security community, and thus the means of mitigating their impact is understood. The key is having effective people in place that know how to use those tools to protect the IT/OT environment. Image courtesy of gorodenkoff / Getty Images

April 12, 2021

References/Resources:

“Remote attacks on process/automation systems can wreak havoc,” FE, Feb. 17, 2021

Cisco Talos Intelligence Group (Website)

“Biannual ICS Risk & Vulnerability Report: 2H 2020,” Claroty Website

“No More Ransom!” Website may help with unlocking ransom codes without paying the ransom, Accessed 2-25-2021

“National Cyber Awareness System,” Cybersecurity & Infrastructure Security Agency (CISA), Access Industrial Control Systems from menu; 2-25-2021

“Are you backing up ransomware with your data”? Engineering R&D, FE, October 2020

“I came, I saw, I hacked: Automated Generation of Process-independent Attacks for Industrial Control Systems;” Esha  Sarkar, Hadjer  Benkraouda, Michail  Maniatakos; (PDF), NYU; ACM Digital Library,  Accessed 2-28-2021

“Ransomware is big business—and you can’t afford to play the game!” FE, October 2020

“Prevent ransomware attacks and save your business from financial ruin,” FE, October 2, 2020

“Homeland Security: Utility Control System Was Hacked Through ‘Brute Force’ Attack,” 21 May 2014, Jeff St. John, Greentech Media (accessed 2-28-2021)

KEYWORDS: artificial intelligence (AI) cybersecurity machine learning

Share This Story

Looking for a reprint of this article?
From high-res PDFs to custom plaques, order your copy today!

Wayne labs 200px
Wayne Labs has more than 30 years of editorial experience in industrial automation. He served as senior technical editor for I&CS/Control Solutions magazine for 18 years where he covered software, control system hardware and sensors/transmitters. Labs ran his own consulting business and contributed feature articles to Electronic Design, Control, Control Design, Industrial Networking and Food Engineering magazines. Before joining Food Engineering, he served as a senior technical editor for Omega Engineering Inc. Labs also worked in wireless systems and served as a field engineer for GE’s Mobile Communications Division and as a systems engineer for Bucks County Emergency Services. In addition to writing technical feature articles, Wayne covers FE’s Engineering R&D section.

Recommended Content

JOIN TODAY
to unlock your recommendations.

Already have an account? Sign In

  • Global Organic Food & Beverage Market to Grow

    Global Organic Food & Beverage Market to Grow

    With a CAGR of 12.07%, Bonafide Research estimates this...
    Latest headlines
  • skilled MEP worker

    Predicting Food and Beverage Manufacturing Trends for 2024

    The two words that should be kept in mind are labor and...
    Automation
    By: Derrick Teal
  • cleaning and sanitation

    The basics of cleaning and sanitation in food plants

    Sanitation maintains or restores a state of cleanliness...
    Food Safety
    By: Richard F. Stier
Previous 1 2 Next
Manage My Account
  • eMagazine
  • eNewsletter
  • Online Registration
  • Manage My Preferences
  • Customer Service

Food Plant Openings and Expansions June 2025

Food Plant Openings and Expansions June 2025

Celebrating Women in Engineering: Shalima Sreenath

Celebrating Women in Engineering: Shalima Sreenath

Celebrating Women in Engineering: Samara Heaggans

Celebrating Women in Engineering: Samara Heaggans

Food Plant Openings and Expansions May 2025

Food Plant Openings and Expansions May 2025

More Videos

Popular Stories

Cargill Cocoa Plant

Cargill Invests in its Cocoa Supply Chain

Chicken Alfredo Listeria Products

Listeria Outbreak Connected with Pre-Made Chicken Alfredo Meals Results in 3 Deaths

mechanical and chemical recycling

Clean Label Packaging Expands to Include Sustainability Considerations

CHECK OUT OUR NEW ESSENTIAL TOPICS

Alternative ProteinAutomationCleaning/SanitationFabulous Food Plants

Food SafetyMaintenance StrategiesOEE

PackagingSustainability

Events

June 17, 2025

Refrigerated & Frozen Foods’ State of the Cold Chain

On Demand Kelley Rodriguez, Editor in Chief of Refrigerated & Frozen Foods, will be joined in this 60-minute webinar by industry experts to help unpack the latest research.

July 10, 2025

Smarter Innovation With AI: How the F&B Industry Can Stay Agile

Join our webinar to explore how practical AI solutions are helping leading brands reduce compliance risks, streamline reformulation and accelerate time-to-market.

View All Submit An Event

Products

Recent Advances in Ready-to-Eat Food Technology

Recent Advances in Ready-to-Eat Food Technology

See More Products

Plant of the Year

Related Articles

  •  AI-based visual inspection

    Artificial intelligence/machine learning reduces mistakes and waste

    See More
  • Siemens TIA Portal

    New Open Source and AI Tools Make Keeping Track of Machine Programming Easier

    See More
  • Engineer performing calibration checks

    Planning for AI-based Automation Systems

    See More

Related Products

See More Products
  • milk-dairy.jpg

    Milk and Dairy Foods Nutrition, Processing and Healthy Aging

See More Products

Events

View AllSubmit An Event
  • May 6, 2025

    Fortifying Food Production: Automation and the Critical Role of Cybersecurity

    On Demand Food manufacturers face many challenges, including maintaining quality, managing labor shortages and sustaining the safety of their products, workforce and facilities. How can producers possibly keep up?
  • July 10, 2025

    Smarter Innovation With AI: How the F&B Industry Can Stay Agile

    Join our webinar to explore how practical AI solutions are helping leading brands reduce compliance risks, streamline reformulation and accelerate time-to-market.
View AllSubmit An Event
×

Elevate your expertise in food engineering with unparalleled insights and connections.

Get the latest industry updates tailored your way.

JOIN TODAY!
  • RESOURCES
    • Advertise
    • Contact Us
    • Food Master
    • Store
    • Want More
  • SIGN UP TODAY
    • Create Account
    • eMagazine
    • eNewsletter
    • Customer Service
    • Manage Preferences
  • SERVICES
    • Marketing Services
    • Reprints
    • Market Research
    • List Rental
    • Survey/Respondent Access
  • STAY CONNECTED
    • LinkedIn
    • Facebook
    • YouTube
    • X (Twitter)
  • PRIVACY
    • PRIVACY POLICY
    • TERMS & CONDITIONS
    • DO NOT SELL MY PERSONAL INFORMATION
    • PRIVACY REQUEST
    • ACCESSIBILITY

Copyright ©2025. All Rights Reserved BNP Media.

Design, CMS, Hosting & Web Development :: ePublishing

Food Engineering logo
search
cart
facebook twitter linkedin youtube
  • Sign In
  • Create Account
  • Sign Out
  • My Account
Food Engineering logo
  • NEWS
    • Latest Headlines
    • Manufacturing News
    • People & Industry News
    • Plant Openings
    • Recalls
    • Regulatory Watch
    • Supplier News
  • PRODUCTS
    • New Plant Products
    • New Retail Products
  • TOPICS
    • Alternative Protein
    • Automation
    • Cannabis
    • Cleaning | Sanitation
    • Fabulous Food Plants
    • Food Safety
    • Maintenance Strategies
    • OEE
    • Packaging
    • Sustainability
    • More
  • EXCLUSIVES
    • Plant Construction Survey
    • Plant of the Year
    • Sustainable Plant of the Year
    • State of Food Manufacturing
    • Top 100 Food & Beverage Companies
  • MEDIA
    • Podcasts
    • Videos
    • Webinars
    • White Papers
  • FOOD MASTER
  • EVENTS
    • Food Automation & Manufacturing Symposium and Expo
    • Industry Events
  • RESOURCES
    • eNewsletter
    • Custom Content & Marketing Services
    • FE Store
    • Government Links
    • Industry Associations
    • Market Research
    • Classified Ads
  • EMAGAZINE
    • eMagazine
    • Archive Issue
    • Advertise
  • SIGN UP!