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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

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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.

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