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#Prompt Injection

Showing: 37 courses
Devoxx

Securing LLM-Powered Applications - Overcoming Security and Privacy Challenges

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Explore the security and privacy challenges of LLM-powered applications in this 51-minute conference talk from Devoxx. Delve into common issues like prompt injection, key leakage, and misuse of private customer data for model training. Gain insights on l…
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1 Lesons
51 minutes
On-Demand
Free-Video
Devoxx

Words as Weapons - The Dark Arts of Prompt Engineering

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Explore the dark arts of Prompt Engineering in this eye-opening 43-minute conference talk from Devoxx. Delve into the evolving landscape of AI integration in organizations, focusing on the risks associated with Large Language Models (LLMs) and their appl…
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1 Lesons
43 minutes
On-Demand
Free-Video
Devoxx

Pushing LLMs over the Edge: Exploring the Limits of the Possible

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Explore LLM limits through outrageous applications using LangChain4j and Quarkus. Witness complex tasks, potential havoc, and self-evaluating models in this thrilling journey of AI possibilities.
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1 Lesons
49 minutes
On-Demand
Free-Video
Cloud Security Alliance

Demystifying LLMs and Their Security Implications - A Business-Friendly Overview

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Explore GenAI and LLMs, understanding their operations, security implications, and deployment scenarios. Learn to manage risks, prevent data leakage, and implement practical strategies for safe AI integration.
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31 Lesons
1 hour 7 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

The Journey of Building a Leading Open Source LLM Security Toolkit

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Explore the development of LLM Guard, an open-source toolkit for securing LLM applications in production. Learn about challenges, solutions, and real-world implementations for confident LLM deployment.
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1 Lesons
32 minutes
On-Demand
Free-Video
Simons Institute

Defense Against Prompt Injection Attacks in LLM-Integrated Applications

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Explore effective strategies for securing LLM applications against prompt injection attacks through structured queries and specialized instruction tuning techniques.
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1 Lesons
43 minutes
On-Demand
Free-Video
media.ccc.de

Hacking Neural Networks - Introduction and Current Techniques

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Einführung in Angriffsmethoden auf neuronale Netze: Funktionsweise, Schwachstellen und Verteidigungsstrategien. Praxisnahe Beispiele verdeutlichen Risiken und Limitierungen moderner KI-Systeme.
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1 Lesons
42 minutes
On-Demand
Free-Video
DevSecCon

Securing AI Systems in Real-World Deployments

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Explore critical security challenges and defensive strategies for deploying AI systems in production, including insights from running the world's largest AI Red Team and handling emerging threats.
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1 Lesons
15 minutes
On-Demand
Free-Video
WEareTROOPERS

Considerations on AI Security

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Explore key considerations for AI security in this TROOPERS24 conference talk, covering potential risks, vulnerabilities, and strategies for safeguarding AI systems.
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1 Lesons
58 minutes
On-Demand
Free-Video
MLOps.community

Guarding LLM and NLP APIs: A Trailblazing Odyssey for Enhanced Security - Podcast #190

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Explore LLM and NLP API security challenges, threat modeling, and defense strategies. Gain insights on OWASP Top 10 for LLM Applications and the AI Village's 'Hack the Future' event at Defcon31.
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24 Lesons
1 hour
On-Demand
Free-Video
DevSecCon

OWASP Top 10 Security Risks for Large Language Models

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Explore OWASP Top 10 LLM security risks, learn mitigation strategies, and understand the impact of Generative AI on cybersecurity in various industries.
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19 Lesons
39 minutes
On-Demand
Free-Video
Conf42

Building an LLM Vulnerability Scanner to Secure AI Applications

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Develop an LLM vulnerability scanner to audit and secure AI applications. Learn about LLM security risks and build a CLI tool for detecting vulnerabilities in AI systems.
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17 Lesons
32 minutes
On-Demand
Free-Video
Databricks

Red Teaming of LLM Applications - From Prototype to Production

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Explore techniques to detect vulnerabilities in LLM applications, focusing on automated safety assessments and benchmarking methods for secure GenAI system deployment.
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1 Lesons
40 minutes
On-Demand
Free-Video
Data Science Dojo

Mastering Large Language Model Evaluations - Techniques for Ensuring Generative AI Reliability

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Explore techniques for evaluating Large Language Models, addressing challenges like hallucinations and toxicity, and learn essential metrics and tools for assessing AI reliability in generative applications.
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1 Lesons
59 minutes
On-Demand
Free-Video
Rob Mulla

AI CTF Solutions - DEFCon31 Hackathon and Kaggle Competition

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Comprehensive walkthrough of AI hacking techniques used in DEFCon31 CTF competition, covering various attacks on machine learning models, including adversarial examples, prompt injection, and model inversion.
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19 Lesons
2 hours 51 minutes
On-Demand
Free-Video
LLMOps Space

Securing AI and LLM-based Applications: Best Practices

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Explore security challenges in AI and LLM applications, learn attack scenarios, and discover best practices for mitigating risks and maintaining application integrity.
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1 Lesons
51 minutes
On-Demand
Free-Video
NDC Conferences

From Text to Flaws: Vulnerabilities in Applications with Generative AI and LLMs

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Explore vulnerabilities in generative AI applications, understand LLM functionality, and learn practical countermeasures to protect your AI-powered software from potential attacks.
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1 Lesons
51 minutes
On-Demand
Free-Video
NDC Conferences

AI Prompt Injection Attacks - Understanding Risks and Real-World Examples

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Explore the fascinating world of AI prompt injection attacks, understanding key vulnerabilities, real-world examples, and defensive strategies for Large Language Model implementations.
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1 Lesons
13 minutes
On-Demand
Free-Video
BSidesCharm

Securing Generative AI: Threats Old and New

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Explore essential security concepts for generative AI and LLMs, understanding both traditional cybersecurity approaches and emerging threats in this evolving technological landscape.
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1 Lesons
26 minutes
On-Demand
Free-Video
OpenSSF

The Simple Yet Lethal Anatomy of an AI Attack

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Dive into the anatomy of AI security threats through live demonstrations, exploring attack strategies from reconnaissance to LLM poisoning, and learn to defend against emerging vulnerabilities in AI systems.
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1 Lesons
30 minutes
On-Demand
Free-Video
x33fcon

Attacking and Defending Large Language Models in Production Environments

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Explore essential security strategies and potential vulnerabilities of Large Language Models in production, covering attack vectors, defense mechanisms, and implementation best practices based on leading AI research.
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1 Lesons
42 minutes
On-Demand
Free-Video
DEFCONConference

Ethical and Secure AI Vulnerability Disclosure - Challenges and Best Practices

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Explore the complexities of AI vulnerability disclosure, focusing on ethical challenges, bias management, and security implications while examining real-world cases and solutions for responsible reporting.
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1 Lesons
31 minutes
On-Demand
Free-Video
DEFCONConference

Ethical and Secure AI Vulnerability Disclosure - Challenges and Best Practices

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Explore the complexities of AI vulnerability disclosure, examining ethical challenges, bias concerns, and security implications while learning practical approaches to responsible vulnerability management.
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1 Lesons
40 minutes
On-Demand
Free-Video
Conf42

A Practical Guide to Securing Your AI Application

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Explore practical strategies for securing AI applications, from responsible AI principles to vulnerability control and evaluation techniques. Learn to implement guardrails and observability in generative AI projects.
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30 Lesons
33 minutes
On-Demand
Free-Video
Conf42

Getting AI to Do the Unexpected - Exploring LLM Vulnerabilities and Defenses

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Explore LLM vulnerabilities, attacks, and defenses. Learn about prompt injections, output handling, and jailbreaking. Discover secure practices for AI implementation and see real-world examples.
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27 Lesons
32 minutes
On-Demand
Free-Video
DevSecCon

AI Safety, Security, and Play - Episode 137

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Explore AI safety and security with David Haber, covering prompt injections, data poisoning, LLM vulnerabilities, and approaches to handling sensitive data in AI models.
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1 Lesons
52 minutes
On-Demand
Free-Video
MLOps.community

Evaluating LLM Applications - Insights from Shahul Es

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Explore LLM application evaluation with Shahul Es. Learn about debugging, benchmarks, custom data distributions, and fine-tuning to enhance model performance in this insightful discussion.
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20 Lesons
51 minutes
On-Demand
Free-Video
MLOps.community

Navigating the AI Frontier: The Power of Synthetic Data and Agent Evaluations in LLM Development

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Explore synthetic data and agent evaluations in LLM development. Learn strategies for enhancing model behavior, prototyping, testing, and fine-tuning to build robust AI applications.
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19 Lesons
57 minutes
On-Demand
Free-Video
Conf42

Unveiling Tomorrow: Exploring the Frontiers of Generative AI

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Explore the frontiers of generative AI, from emerging models and use cases to challenges, trends, and regulatory implications. Gain insights into implementation, security, and future developments.
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28 Lesons
1 hour
On-Demand
Free-Video
MLOps.community

Harnessing AI APIs for Safer, Accurate, and Reliable Applications

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Explore strategies for integrating AI APIs to build safer, more accurate applications. Learn to mitigate risks, enhance performance, and improve quality in production settings for RAG and AI-assisted knowledge work.
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19 Lesons
1 hour 8 minutes
On-Demand
Free-Video
Microsoft

Secure and Govern Custom AI Built on Azure AI and Copilot Studio

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Discover essential strategies for securing and governing custom AI applications, focusing on data security, compliance controls, vulnerability management, and protection against emerging AI threats.
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1 Lesons
47 minutes
On-Demand
Free-Video
Microsoft

Leveraging AI for Better Security Outcomes - Managing Risks and Implementation

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Discover strategies to combat AI-driven security threats, implement effective AI security measures, and ensure compliance while managing risks like shadow AI, prompt injection, and data loss in modern organizations.
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1 Lesons
19 minutes
On-Demand
Free-Video
Conf42

Model-Based Input Validation - Preventing Prompt Injection Attacks

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Discover effective strategies for preventing prompt injection attacks through model-based input validation techniques, with practical demonstrations and comprehensive testing approaches.
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7 Lesons
17 minutes
On-Demand
Free-Video
Conf42

Testing LLM-Powered Applications - Best Practices and Evaluation Methods

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Master essential strategies and methodologies for testing LLM applications, covering security concerns, evaluation metrics, adversarial testing, and practical tools for building robust AI systems.
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13 Lesons
19 minutes
On-Demand
Free-Video
USENIX

Formalizing and Benchmarking Prompt Injection Attacks and Defenses

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Explore a systematic framework for understanding and evaluating prompt injection attacks on LLM applications, including analysis of 5 attack types and 10 defense mechanisms across multiple models.
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1 Lesons
12 minutes
On-Demand
Free-Video
LASCON

OWASP Top 10 Security Risks for LLMs - Code Examples and Mitigation Strategies

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Explore real-world security risks and vulnerabilities in AI systems through entertaining code examples, focusing on OWASP Top 10 AI/ML threats and practical defense strategies.
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1 Lesons
32 minutes
On-Demand
Free-Video
John Savill's Technical Training

Generative AI Security: Top Considerations and Risk Mitigation Strategies

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Explore essential security considerations for generative AI applications, covering risk mitigation strategies, data protection, prompt injection defense, and responsible implementation practices.
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19 Lesons
44 minutes
On-Demand
Free-Video