Security Courses

The ASF

Data Security: How Apache Ozone Ensures Storage and Access Security of Data

Explore Apache Ozone's robust data security features for distributed storage, including reliability, disaster recovery, access control, encryption, and logging.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

Toronto Machine Learning Series (TMLS)

Privacy and Security of Large Language Models - Risks and Mitigation

Explore security and privacy risks of large language models, including data leaks and adversarial attacks. Learn mitigation strategies and ethical considerations for AI development.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

USC Information Sciences Institute

Socially Responsible Machine Learning: Security, Robustness, and Beyond

Explore socially responsible machine learning, focusing on security and robustness. Discover methods to enhance adversarial robustness and address challenges in the era of foundational models.

• YouTube
• 58 minutes
• Self-Paced
• Free Video

All Things Open

Introduction to Kubernetes Security

Explore Kubernetes security essentials for operations and application development. Learn cluster access, network policies, secrets management, and secure container building techniques.

• YouTube
• 1 hour 23 minutes
• Self-Paced
• Free Video

All Things Open

Data Security and Storage Hardening in Rook and Ceph

Explore data security and storage hardening in Rook and Ceph. Learn about threat modeling, security zones, encryption, access controls, and infrastructure hardening for robust software-defined storage.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

Snorkel AI

New in Snorkel Flow 2024.R1: Enhanced Security, Image Categorization, and More

Explore Snorkel Flow's latest release: enhanced security, image categorization, LLM integrations, and document intelligence workflows for advanced AI-driven insights and custom solutions.

• YouTube
• 52 minutes
• Self-Paced
• Free Video

AllegroGraph

AllegroGraph Security Demo Using Python

Explore AllegroGraph's security features through Python demonstrations, covering implementation and overview concepts.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

Cooper

Sbud - Information Visualization in Information Security

Explore innovative data visualization techniques for enhancing information security analysis and communication, presented by expert Ange Albertini at Hack.lu 2023.

• YouTube
• 29 minutes
• Self-Paced
• Free Video

Cooper

Exploring Data Collection, Analysis and Security - Hack.lu 2023

Explore data collection, analysis, and security techniques with experts Ventuzelo and Laucournet in this insightful conference talk from Hack.lu 2023.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Enhancing Security with Mutual Authentication in Cilium Service Mesh

Explore Mutual Authentication in Cilium Service Mesh to fortify microservices communication, mitigate risks, and ensure seamless authentication and encryption while leveraging advanced network policies.

• YouTube
• 45 minutes
• Self-Paced
• Free Video

Scaling up and Scaling Out Networking, Observability, and Security with Cilium

深入探讨Cilium项目的发展历程、最新功能和生产环境应用，包括网络扩展、可观测性和安全性。Trip.com分享如何在短时间内将Cilium托管集群扩展至3000个节点。

• YouTube
• 37 minutes
• Self-Paced
• Free Video

Kicking Security Chain Attacks to the Curb with Kyverno and Notary in GitOps

使用Kyverno和Notary等CNCF项目建立容器镜像信任,验证资源,并在GitOps中实施以提高软件供应链安全性。展示如何应对现代Kubernetes部署中的安全挑战。

• YouTube
• 39 minutes
• Self-Paced
• Free Video

Cert-Manager: Enhancing Security and Flexibility of Istio Certificate Management

探讨如何利用cert-manager增强Istio证书管理的安全性和灵活性,实现自动化的根CA生命周期管理,构建更强大的零信任网络。

• YouTube
• 41 minutes
• Self-Paced
• Free Video

WeAreDevelopers

What Security Measures Are Necessary to Trust in AI - Panel Discussion

Experts discuss crucial security measures for building trust in AI, exploring challenges and solutions in implementing reliable and ethical artificial intelligence systems.

• YouTube
• 45 minutes
• Self-Paced
• Conference Talk

WeAreDevelopers

Data Mining for Security Anomalies

Explore techniques for collecting, processing, and mining security event data to detect anomalies and generate actionable insights for improved system protection.

• YouTube
• 34 minutes
• Self-Paced
• Conference Talk