The Cyber Defense eMagazine February Edition for 2024

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any perishable good, data has a shelf life. Processing the right data unlocks endless possibilities, as AI plays a pivotal role in data management by enhancing efficiency and accuracy in categorization processes. Machine learning algorithms, learning from patterns, automatically tag and categorize data based on predefined criteria, accelerating the categorization process while ensuring consistency and accuracy, thus mitigating the risk of both human and machine learning errors (apart from the enormous time saved in contrast to manual review and automation of a repetitive task). This underscores the critical connection between technological advancements, data management, and national security imperatives. Continuously revisiting the data lifecycle and its management, particularly with the integration of AI, is crucial. Implementing a structured approach to managing data, from creation to disposal, ensures the utilization of AI in enhancing efficiency and accuracy. Protocols for data retention periods, archival processes, and secure disposal methods must be defined to minimize risks associated with retaining unnecessary or outdated data. About the Author Dr. Pragyansmita Nayak is the Chief Data Scientist at Hitachi Vantara Federal (HVF). She explores the "Art to the Science" of solution architectures orchestrating data, APIs, algorithms, and applications. She has over 25+ years of experience in software development and data science (Analytics, Machine Learning and Deep Learning). She has led projects for several Federal Government agencies (DoD/Civilian) in the domain of Federal Accounting, Operational Analytics, Data Fabric, Object Storage, Metadata management, Records Management and Data Governance. She holds a Ph.D. in Computational Sciences and Informatics from GMU (Fairfax, VA) and Bachelor of Science in Computer Science. For more information on Pragyan's professional experience, please visit her LinkedIn and Twitter profiles. Cyber Defense eMagazine – February 2024 Edition 120 Copyright © 2024, Cyber Defense Magazine. All rights reserved worldwide.
The Next Generation of Endpoint Security Is Being Reimagined Today By Vivek Ramachandran, CEO & Founder, SquareX Gone are the days when traditional antivirus solutions were the bulwark of endpoint security. In the past, these antivirus programs were largely sufficient, as the majority of cyber threats were file-based and could be effectively countered with signature-based detection methods. However, as the browser has ascended to become the most widely used application in our lives, the nature of threats has evolved. Today's webbased threats are not only more sophisticated but also come in various forms that elude the grasp of conventional antivirus tools. This is primarily due to their inherent lack of application awareness, a critical gap that leaves them blind to the nuanced and complex nature of modern web-based attacks. As such, it is imperative that security tools and browsers inherently focus on protecting the user from the threats that lurk on the web. Realistically, browsers prioritize efficiency and user experience, falling short in protecting the user against the myriad of web-based threats. Therefore, it is both timely and essential that a new class of security products that strengthen the browser security space be introduced to address the deficiencies of traditional security and the shortcomings of browser’s inbuilt security. Cyber Defense eMagazine – February 2024 Edition 121 Copyright © 2024, Cyber Defense Magazine. All rights reserved worldwide.
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Data Breach Search Engines --------
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@MILIEFSKY From the Publisher… De
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Welcome to CDM’s February 2024 Is
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Cyber Defense eMagazine - February
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2001 2024 Cyber Defense eMagazine -
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About the Author Caroline McCaffery
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How so? Businesses can make things
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Using Cmmc 2.0 To Transform Your Cy
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For example, the Cloudbrink service
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5 Cybersecurity Resolutions for The
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The Importance of Cyber Hygiene for
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The key steps to improve your cyber
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Connecting Tech to Black America By
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Establish partnerships with HBCUs E
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Crafting AI’s Future: Decoding th
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AI Is Revolutionizing Phishing for
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That’s why security awareness tra
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culmination of this race will revea
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Traditionally, DBSEs would only inf
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Enhancing Cybersecurity Defenses: T
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Social engineering testing In the e
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The Cyber Defense eMagazine February Edition for 2024

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