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AI and cybersecurity: A double-edged sword

CIO Business Intelligence

Perhaps one of the most anticipated applications of AI in cybersecurity is in the realm of behavioral analytics and predictive analysis. By leveraging machine learning algorithms, AI can analyze user behavior and network traffic patterns, identifying anomalies that might indicate insider threats or other malicious activities.

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Machine Learning Making Big Moves in Marketing

Rocket-Powered Data Science

Behavioral analytics (predictive and prescriptive). Agile analytics (DataOps). Journey Sciences (using graph and linked data modeling). Real-time sentiment analysis and response (social customer care). Conversational chatbots (using NLG: Natural Language Generation).

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Top 10 Data Innovation Trends During 2020

Rocket-Powered Data Science

MLOps takes the modeling, algorithms, and data wrangling out of the experimental “one off” phase and moves the best models into deployment and sustained operational phase. MLOps “done right” addresses sustainable model operations, explainability, trust, versioning, reproducibility, training updates, and governance (i.e.,

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The Impact Of AI On Cybersecurity: Are Humans Still Your Best Asset?

Smart Data Collective

Everyone wants to leverage machine learning, behavior analytics, and AI so IT teams can “up the ante” against attackers. The reality is that “AI solutions” today are based more in machine learning and behavior analytics , which does NOT equate to higher levels of human intelligence and complex decision making.

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Why You Need to Get on the Zero Trust Network Access Express Lane

CIO Business Intelligence

Behavioral analytics and least-privilege access. Like continuous authentication, ZTNA uses behavioral analytics. When the pandemic forced the move to a remote work model, many VPNs failed because bandwidth fell short. A cost-effective solution.

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Database Activity Monitoring – A Security Investment That Pays Off

Smart Data Collective

Does DAM need a user behavior analytics (UBA) module? A subscription model with annual or monthly payments is the most common licensing mechanism at this point. Do database activity monitoring systems need user behavior analytics features? How can database activity monitoring (DAM) tools help avoid these threats?

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10 projects top of mind for IT leaders today

CIO Business Intelligence

Those projects include implementing cloud-based security, anti-ransomware, and user behavior analytics tools, as well as various authentication technologies. IT projects also include deployment of AI-powered security solutions and other technologies that support a zero-trust security model. Foundry / CIO.com 3.

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