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#Multi-task Learning (MTL)

Showing: 33 courses
Hussein Nasser

The Cloudflare MTLS Vulnerability - A Deep Dive Analysis

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Detailed analysis of Cloudflare's mTLS vulnerability, exploring client certificate revocation, session resumption, and the impact on security. Includes technical insights and Cloudflare's mitigation strategies.
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10 Lesons
42 minutes
On-Demand
Free-Video
Linux Foundation

Device Tree in Zephyr Project - Simplifying System Configuration

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Explore device tree integration in Zephyr for simplified board configuration and device initialization. Learn about changes, impacts, and future improvements in system configuration for constrained devices.
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23 Lesons
46 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

SPIFFE Ecosystem: MTLS and Identity with Linkerd and Teleport

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Explore SPIFFE ecosystem growth, focusing on Linkerd and Teleport's implementation for workload identity verification across Kubernetes clusters and external environments.
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1 Lesons
40 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Navigating the Quantum Readiness Journey: Securing Kubernetes with Quantum-Resistant Cryptography

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Explore quantum-resistant cryptography for Kubernetes security. Hands-on insights into mTLS, x.509 certs, and container signing. Learn standardization progress and empower yourself to conduct tailored experiments.
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1 Lesons
30 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Leveraging the Linux Kernel for Building a Zero-Trust Environment Without a Service Mesh

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Explore an innovative approach to zero-trust security using a Linux kernel module for mTLS and access control, avoiding service mesh complexities while maintaining strong workload identities and traffic encryption.
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1 Lesons
39 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Protocol Detection: A Deep Dive into How Linkerd Achieves Zero-Config

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Explore Linkerd's zero-config protocol detection, its mechanics, evolution, and handling of various protocols. Learn about implementation challenges and solutions for seamless integration with diverse applications.
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1 Lesons
30 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Cloud Native Certificate Management with Linkerd

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Explore certificate management in Linkerd, focusing on key benefits and unique aspects of this cloud-native service mesh for Kubernetes environments.
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1 Lesons
58 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Securing Edge Workloads with Cert-Manager and SPIFFE

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Explore securing edge workloads using cert-manager and SPIFFE for efficient certificate management and trust distribution in Kubernetes environments, focusing on ingress and mTLS security.
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1 Lesons
38 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Building Multi-Cloud Service Meshes at Snowflake

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Explore Snowflake's multi-cloud service mesh architecture, addressing challenges in cloud-agnostic design, ingress management, autoscaling, and control plane upgrades across diverse environments.
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1 Lesons
25 minutes
On-Demand
Free-Video
Rawkode Academy

Introduction to Linkerd - Service Mesh for Kubernetes

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Explore Linkerd, a Kubernetes service mesh for enhanced debugging, observability, reliability, and security. Learn installation, features, and practical applications through live demonstrations.
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16 Lesons
1 hour 11 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Emissary and Linkerd: A Guide to End-to-End Encryption for Your Cluster

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Comprehensive guide to implementing end-to-end encryption in Kubernetes using Emissary-Ingress and Linkerd. Learn best practices for advanced routing, mTLS, authentication, and rate limiting in cloud-native environments.
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1 Lesons
35 minutes
On-Demand
Free-Video
Yannic Kilcher

Avoiding Catastrophe - Active Dendrites Enable Multi-Task Learning in Dynamic Environments

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Explore how active dendrites in neural networks mitigate catastrophic forgetting, enabling multi-task learning and adaptation in dynamic environments through context-sensitive gating and sparse representations.
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12 Lesons
1 hour 5 minutes
On-Demand
Free-Video
Yannic Kilcher

Towards Extreme Multi-Task Scaling for Transfer Learning

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Explores ExT5, an advanced NLP model pre-trained on 107 diverse tasks. Analyzes multi-task scaling benefits, task co-training effects, and demonstrates ExT5's superior performance across various NLP benchmarks.
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11 Lesons
41 minutes
On-Demand
Free-Video
Graham Neubig

Neural Nets for NLP - Multi-task, Multi-lingual Learning

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Explore multi-task and multi-lingual learning in NLP, covering feature extraction, pre-training encoders, parameter adaptation, and structured prediction across languages.
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19 Lesons
57 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Is Istio Ambient Mesh Secure - Exploring Service-to-Service Security

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Explore Istio Ambient Mesh's security features, including mTLS, workload identity, and infrastructure-application boundaries in a sidecarless data plane architecture for zero-trust service mesh.
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13 Lesons
22 minutes
On-Demand
Free-Video
Linux Foundation

Service Mush - Debugging Istio Deployments

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Practical guide to troubleshooting Istio deployments, covering traffic management, telemetry issues, and essential debugging tools for microservices environments.
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43 Lesons
46 minutes
On-Demand
Free-Video
TechWorld with Nana

Consul Service Mesh Tutorial for Beginners - Crash Course

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Comprehensive tutorial on Consul service mesh, covering architecture, secure networking, and multi-cluster deployment. Includes hands-on demo for setting up Consul in Kubernetes across multiple cloud platforms.
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22 Lesons
1 hour 48 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Debunking the Istio Is Complex Meme - Iterative Adoption and Real-World Stories

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Explore Istio's power in connecting and securing applications, learn iterative adoption strategies, and discover real-world success stories to simplify your journey with this powerful networking technology.
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1 Lesons
28 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

(Almost) Secure by Default - Next Steps for Hardening Istio in Production Environments

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Explore advanced security measures for Istio in production, including mTLS, certificate management, and integration with network policies and cloud security services for a robust zero-trust architecture.
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1 Lesons
31 minutes
On-Demand
Free-Video
Devoxx

Life of a Packet Through Istio

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Explore Istio's architecture and advanced networking features for Kubernetes, following a packet's journey through components like Pilot, Mixer, and Envoy for intelligent routing and security.
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16 Lesons
2 hours 28 minutes
On-Demand
Free-Video
Black Hat

MTLS - When Certificate Authentication is Done Wrong

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Explore novel attacks on mTLS authentication in zero-trust networks, examining vulnerabilities and complexities associated with X509 certificate-based client authentication.
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1 Lesons
22 minutes
On-Demand
Free-Video
GOTO Conferences

Effective Haskell

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Explore Haskell's power with experts Rebecca Skinner and Emily Pillmore. Learn about GHC, laziness, MTL, and practical applications. Gain insights on embracing failure and finding joy in coding.
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8 Lesons
44 minutes
On-Demand
Free-Video
Spring I/O

Securing the Service to Service Call Chain - Patterns and Protocols

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Explore key patterns and technologies for securing service-to-service communication, including API Gateways, Service Mesh, SPIFFE, mTLS, JWT, and OpenID Connect, with Spring-based demos and practical implementations.
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1 Lesons
43 minutes
On-Demand
Free-Video
Linux Plumbers Conference

Seamless Transparent Encryption with BPF and Cilium

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Explore transparent encryption in dynamic environments using BPF and Cilium, covering implementation, standards, and proposed Linux kernel extensions for improved efficiency and policy enforcement.
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22 Lesons
40 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Deep Dive - Linkerd

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Explore Linkerd's multi-cluster mTLS functionality for secure cross-cluster communication. Learn implementation details, best practices, and future roadmap from the lead engineer behind this feature.
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12 Lesons
27 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Strategies for Multi-Cluster Routing

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Explore multi-cluster routing strategies for Kubernetes, covering load balancers, ingress, route sharing, DNS, canaries, and configuration. Gain insights on trade-offs and practical applications for complex cluster networks.
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1 Lesons
39 minutes
On-Demand
Free-Video
Gopher Academy

PKI for Gophers

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Explore Go primitives for PKI, including certificate hierarchies, mTLS, hardware-backed keys, and public infrastructure. Dive into automated issuance, revocation, and custom PKI implementation.
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1 Lesons
36 minutes
On-Demand
Free-Video
DevOpsDays Tel Aviv

Service Mesh for Legacy Software - Modernizing Applications Without Code Changes

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Discover how to modernize legacy software with Service Mesh, implementing security patterns and operational practices without code changes - perfect for VM-based and on-premises systems.
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1 Lesons
20 minutes
On-Demand
Free-Video
DEFCONConference

mTLS: When Certificate Authentication Goes Wrong - Security Implementation Vulnerabilities

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Dive into novel attacks on mTLS authentication systems, exploring implementation vulnerabilities, exploitation techniques, and secure coding practices for certificate-based authentication.
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1 Lesons
19 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Fortifying gRPC Microservices - Beyond JWT with mTLS and SPIFFE

0 rewiews
Explore secure gRPC microservices setup using mTLS and SPIFFE. Learn certificate management, key distribution, and modern alternatives to JWT for robust service-to-service authentication.
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1 Lesons
26 minutes
On-Demand
Free-Video
OpenSSF

Navigating the Quantum Readiness Journey: Hands-on Guidance for Starting Your Migration

0 rewiews
Explore quantum computing's impact on cybersecurity and learn practical steps for implementing quantum-resistant cryptography, focusing on crypto agility, standardization efforts, and migration strategies.
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1 Lesons
30 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

TLS and MTLS - Introduction to Modern Security

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Discover the fundamentals of TLS and mTLS security protocols, their real-world applications, and implementation strategies for zero-trust environments using practical examples from Linkerd.
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1 Lesons
29 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Confluent's Service Mesh Journey - Building Security and Reliability One Sidecar at a Time

0 rewiews
Discover how Confluent Cloud implements Istio service mesh for enhanced security, observability, and traffic routing, featuring practical insights on SPIFFE/SPIRE integration and OpenTelemetry deployment.
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1 Lesons
26 minutes
On-Demand
Free-Video