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Forums it-sa Expo Knowledge Forum C

AI Security: Risks and Challenges in Modern Use Cases

Discover hidden AI threats and learn how to protect against RAG risks and prompt injection!

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calendar_today Tue, 22.10.2024, 13:15 - 13:30

event_available On site

place Forum, Booth 7-641

Action Video

south_east

Action description

south_east

Themes

Governance, Riskmanagement and Compliance Trend topic

Key Facts

Prompt injection is a highly critical attack vector
RAG applications present a highly complex attack surface
AI architecture is crucial for IT security

Organizer

KPMG AG Wirtschaftsprüfungsgesellschaft

Event

This action is part of the event Forums it-sa Expo

Action Video

Action description

Join this compelling presentation to uncover the hidden dangers and challenges of AI security in modern use cases. The focus is on analyzing Retrieval Aided Generation (RAG) applications and the associated security risks. Learn how inadequate data permissions in vector databases can lead to unauthorized access and data breaches.

Another exciting focus is the threat of prompt injection. This attack method, where malicious inputs are embedded into the prompt, reveals how severe security vulnerabilities can arise even in non-chatbot scenarios. The presentation highlights how attackers can exploit these weaknesses to trigger unwanted actions or compromise sensitive data.

This presentation offers a comprehensive analysis of current threats and challenges in AI security. Effective solutions and best practices for risk mitigation will be presented. Take the opportunity to gain valuable insights into securing AI systems and learn how to protect your applications against potential attacks. ... read more

Language: German

Questions and Answers: No