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Deep Dive into AI Security: Attacks, Frameworks & Best Practices

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Manage episode 484073001 series 3642779
Content provided by TechDaily.ai. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by TechDaily.ai or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://staging.podcastplayer.com/legal.

In this episode of TechDaily.AI, we explore the critical landscape of AI security—from the growing sophistication of threats like adversarial attacks, data poisoning, and prompt injections to practical defenses using layered storage, secure pipelines, and version control.

We also discuss:

  • The AI attack surface and where it's expanding
  • The importance of managing training data and reproducibility
  • Common pitfalls, like shadow AI and misaligned access controls
  • Why CIOs must prioritize AI-specific security strategies
  • The intersection of AI and traditional cybersecurity, including threat detection and SOC enhancement

This deep dive offers a roadmap for securing your AI initiatives—whether you're an executive, engineer, or policymaker.

🔒 Brought to you by StoneFly – Secure storage for AI, from lab to production.
🎧 Subscribe to TechDaily.AI on Spotify, Apple Podcasts, or YouTube.

  continue reading

326 episodes

Artwork
iconShare
 
Manage episode 484073001 series 3642779
Content provided by TechDaily.ai. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by TechDaily.ai or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://staging.podcastplayer.com/legal.

In this episode of TechDaily.AI, we explore the critical landscape of AI security—from the growing sophistication of threats like adversarial attacks, data poisoning, and prompt injections to practical defenses using layered storage, secure pipelines, and version control.

We also discuss:

  • The AI attack surface and where it's expanding
  • The importance of managing training data and reproducibility
  • Common pitfalls, like shadow AI and misaligned access controls
  • Why CIOs must prioritize AI-specific security strategies
  • The intersection of AI and traditional cybersecurity, including threat detection and SOC enhancement

This deep dive offers a roadmap for securing your AI initiatives—whether you're an executive, engineer, or policymaker.

🔒 Brought to you by StoneFly – Secure storage for AI, from lab to production.
🎧 Subscribe to TechDaily.AI on Spotify, Apple Podcasts, or YouTube.

  continue reading

326 episodes

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