Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Understanding Bias in Generative AI: Types, Causes & Consequences

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.

The Data Problem: Why LLM Security Is So Complex

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.

Securing Shadow AI: 6 Principles from Security Leaders Who've Been There

Everyone's racing to use AI right now. But securing AI adoption while maintaining productivity—getting visibility into shadow AI, educating employees without blocking innovation, and building governance that actually works—is harder than it looks. We recently hosted a discussion between Anant Mahajan, Head of Product at Nightfall, and Yunique Demann, VP of Information Security at TPx, to dig into the practical realities of AI governance.

Safeguard: Using the double-edged sword of AI for good

Examine the function of AI in security tools, and how this double-edged sword can be used for good or ill in the cybersecurity sphere. Plus, see its integration into an identity fabric and get a glimpse into its responsible use – paired with the human element – in One Identity Safeguard.

August Release Rollup: AI-Powered Agents, Egnyte to Egnyte Connector 2-Way Sync, and More

We’re excited to share new updates and enhancements for August, including: For more information on these updates and others, please read the complete list below and follow the links for more detailed articles.