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Understanding Bias in Generative AI: Types, Causes & Consequences

Sep 1, 2025 By Mend.io Team In Mend
Bias in generative AI refers to the systematic errors or distortions in the information produced by generative AI models, which can lead to unfair or discriminatory outcomes. These models, trained on vast datasets from the internet, often inherit and amplify the biases present in the data, mirroring societal prejudices and inequities.
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The Swiss Cheese Model of AI Security

Sep 1, 2025 By A10 Networks In A10 Networks
The Swiss Cheese Model of AI Security A10 Networks' security experts, Jamison Utter, Madhav Aggarwal, and Diptanshu Purwar, explain that adequate AI security isn't a one-size-fits-all solution. They introduce the concept that security controls must be tailored to your specific data, company, and industry, as every context is unique.
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Shadow AI could be your organization's biggest threat.

Sep 1, 2025 By UpGuard In UpGuard
What starts as innovation (an employee testing a new AI tool) can quickly become exposure. Unsanctioned apps create data leaks, compliance issues, and an expanded attack surface. With UpGuard User Risk, security teams gain visibility into shadow AI activity, so they can detect and neutralize risks before they escalate into breaches. activity before attackers can act. Ready to see what User Risk can do for you?
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Cloud-Based Inventory Optimization Software: Benefits and Challenges

Cloud-Based Inventory Optimization Software: Benefits and Challenges

Sep 1, 2025 By SecuritySenses In SecuritySenses
Keeping track of your stock is a big deal for any business, right? It used to be a real headache with spreadsheets or old computer programs. But now, there's cloud-based inventory optimization software, and it's changing the game. It lets you see everything in real-time, from anywhere. Let's discuss what this inventory optimization software can do for you and what you need to watch out for.
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The Future of Land Management: How PakEnergy's Software is Revolutionizing the Industry

The Future of Land Management: How PakEnergy's Software is Revolutionizing the Industry

Aug 31, 2025 By SecuritySenses In SecuritySenses
Land management software is a digital tool designed to track leases, contracts, and compliance requirements associated with land assets. Industries such as oil and gas, real estate, and agriculture rely on efficient land management to avoid legal complications, optimize operations, and ensure regulatory compliance. The right software solution streamlines processes, enhances transparency, and improves decision-making by centralizing data and automating key workflows.
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The Data Problem: Why LLM Security Is So Complex

Aug 30, 2025 By A10 Networks In A10 Networks
The Data Problem: Why LLM Security Is So Complex Large language models are trained on terabytes of data, but what happens when that data is flawed? In this video, A10 Networks' security experts, Jamison Utter, Madhav Aggarwal, and Diptanshu Purwar, discuss a critical, often-overlooked aspect of AI security: the training data itself. They explain that LLMs are inseparable from the data they're trained on, which means if the data contains biases, toxic content, or other vulnerabilities, those flaws are vulnerable to exploitation by attackers.
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