Webinar - Pipeline Dreams or Nightmares? Securing AI in the Cloud

#1653308: Webinar - Pipeline Dreams or Nightmares? Securing AI in the Cloud

Description:	The AI supply chain is becoming increasingly intricate, with multiple components—data sources, models, APIs, and infrastructure—interconnected within dynamic cloud environments. Understanding these relationships and securing the full pipeline is critical to prevent vulnerabilities from being exploited. In this webinar, we will explore the key components of the AI pipeline, how they are linked, and where security risks are most likely to arise. We’ll also highlight a real-world example: a vulnerability discovered by our team in GCP Vertex, where a rogue model was uploaded and used to infect other models within the same environment, ultimately leading to a model theft attack. This case will illustrate the importance of supply chain visibility and robust security practices. Register and attend this webinar for more on: Breakdown of the AI supply chain: how data, models, APIs, and infrastructure are connected. Understanding the potential risks in the AI pipeline and how vulnerabilities can propagate through interconnected components. A detailed look at the GCP Vertex vulnerability: how a rogue model exploited the environment to infect others, culminating in a model theft attack. Best practices for securing the AI supply chain and ensuring that every component is protected from exploitation.
More info:	https://www.healthcareinfosecurity.com/webinars/pipeline-dreams-or-nightmares-securing-ai-in-cloud-w-5983?rf=2024-11-20_ENEWS_SUB_HIS__Slot7_WEB5983

Description:

The AI supply chain is becoming increasingly intricate, with multiple components—data sources, models, APIs, and infrastructure—interconnected within dynamic cloud environments. Understanding these relationships and securing the full pipeline is critical to prevent vulnerabilities from being exploited. In this webinar, we will explore the key components of the AI pipeline, how they are linked, and where security risks are most likely to arise.

We’ll also highlight a real-world example: a vulnerability discovered by our team in GCP Vertex, where a rogue model was uploaded and used to infect other models within the same environment, ultimately leading to a model theft attack. This case will illustrate the importance of supply chain visibility and robust security practices.

Register and attend this webinar for more on:

Breakdown of the AI supply chain: how data, models, APIs, and infrastructure are connected.
Understanding the potential risks in the AI pipeline and how vulnerabilities can propagate through interconnected components.
A detailed look at the GCP Vertex vulnerability: how a rogue model exploited the environment to infect others, culminating in a model theft attack.
Best practices for securing the AI supply chain and ensuring that every component is protected from exploitation.

More info:

https://www.healthcareinfosecurity.com/webinars/pipeline-dreams-or-nightmares-securing-ai-in-cloud-w-5983?rf=2024-11-20_ENEWS_SUB_HIS__Slot7_WEB5983

Date added	Nov. 21, 2024, 2:49 a.m.
Source	Healthcare Info Security
Subjects	AI/ML - Artificial Intelligence / Machine Learning / Artificial General Intelligence - AGI - Various Cloud Security PodCasts / Webcast / Webinar / eSummit / Virtual Event etc. Retail / Supply Chain Industry News
Venue	Dec. 3, 2024, midnight - Dec. 3, 2024, midnight