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- Combating Cyberattacks Targeting the AI Ecosystem. Strategies to secure AI systems from emerging cyber threats, risks, and vulnerabilities
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Combating Cyberattacks Targeting the AI Ecosystem. Strategies to secure AI systems from emerging cyber threats, risks, and vulnerabilities
Mercury Learning and Information, Aditya K. Sood
Ebook
Artificial intelligence is transforming industries, but it also exposes organizations to new cyber threats. This course begins by introducing the foundational concepts of securing large language models (LLMs), generative AI applications, and the broader AI infrastructure. Participants will explore the evolving threat landscape, gaining insights into how attackers exploit vulnerabilities in AI systems and the risks posed by trust and compliance failures.
The course provides real-world case studies to highlight attack vectors like adversarial inputs, data poisoning, and model theft. Participants will learn practical methods for identifying and mitigating vulnerabilities in AI systems. These insights prepare learners to proactively safeguard their AI infrastructures using advanced security assessment techniques.
Finally, the course equips participants with actionable strategies to defend AI systems. You’ll learn to protect sensitive data, implement robust security measures, and address ethical challenges in AI. By the end, you’ll be ready to secure AI ecosystems and adapt to the fast-evolving AI security landscape.
The course provides real-world case studies to highlight attack vectors like adversarial inputs, data poisoning, and model theft. Participants will learn practical methods for identifying and mitigating vulnerabilities in AI systems. These insights prepare learners to proactively safeguard their AI infrastructures using advanced security assessment techniques.
Finally, the course equips participants with actionable strategies to defend AI systems. You’ll learn to protect sensitive data, implement robust security measures, and address ethical challenges in AI. By the end, you’ll be ready to secure AI ecosystems and adapt to the fast-evolving AI security landscape.
- 1. Introduction to AI: LLMs, GenAI Applications and the AI Infrastructure
- 2. AI Trust, Compliance, and Security
- 3. The AI Threat Landscape: Dissecting the Risks and Attack Vectors
- 4. Threats and Attacks Targeting the AI Ecosystem: Real-world Case Studies
- 5. Security Assessment of LLMs, GenAI Applications, and the AI Infrastructure
- 6. Defending LLMs, GenAI Applications, and the AI Infrastructure Against Cyberattacks
- Title: Combating Cyberattacks Targeting the AI Ecosystem. Strategies to secure AI systems from emerging cyber threats, risks, and vulnerabilities
- Author: Mercury Learning and Information, Aditya K. Sood
- Original title: Combating Cyberattacks Targeting the AI Ecosystem. Strategies to secure AI systems from emerging cyber threats, risks, and vulnerabilities
- ISBN: 9781837026586, 9781837026586
- Date of issue: 2025-01-24
- Format: Ebook
- Item ID: e_48k9
- Publisher: Mercury_Learning