Security Models Courses and Certifications

USENIX

The Effect of Entertainment Media on Mental Models of Computer Security

Explores how entertainment media shapes people's understanding of computer security, identifying misconceptions from fictional tropes and examining how viewers evaluate realism in portrayals.

• YouTube
• 21 minutes
• On-Demand
• Conference Talk

OWASP Foundation

The Flaws in Hordes, The Security in Crowds - Crowdsourced Security Models

Explores the effectiveness of bug bounty programs in improving application security, discussing strategies for success and potential pitfalls to avoid. Examines trends in appsec automation and remaining challenges.

• YouTube
• 40 minutes
• On-Demand
• Free Video

RSA Conference

Automating Security Controls Using Models and Security Orchestration

Explore model-driven security, dynamic provisioning, and advanced threat response strategies to protect against modern cyberattacks and enhance organizational security posture.

• YouTube
• 48 minutes
• On-Demand
• Conference Talk

Addressing Evolving Threat Models in Cloud Security with Open-Source Software

Explore evolving cloud security threats and learn to address them using open-source solutions, focusing on practical strategies and real-world use cases for robust cloud-native security.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Addressing Evolving Threat Models in Cloud Security with Open Source Software

Explore evolving cloud security threats and learn strategies to address them using open source tools, focusing on context-aware scanning, threat graphs, and efficient alert management.

• YouTube
• 32 minutes
• On-Demand
• Free Video

Scaling to Millions of ML Models to Solve the Problems of SRE and Security

Explore scaling ML models for SRE and security, using open-source technologies to improve zero trust frameworks and infrastructure diagnosis on Kubernetes and service mesh environments.

• YouTube
• 29 minutes
• On-Demand
• Conference Talk

PyCon US

The ChatGPT Privacy Tango - Dancing with Data Security and Large Language Models

Explore balancing privacy and utility in AI language models, focusing on protecting sensitive data while maximizing ChatGPT's benefits. Learn about PII removal, secure enclaves, and privacy-aware LLM applications.

• YouTube
• 50 minutes
• On-Demand
• Conference Talk

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
• On-Demand
• Free Video

Poisoned Pickles - Security Risks and Protections for Serialized ML Models

Explore the security risks of using pickle for ML model serialization and learn strategies to protect against poisoned pickles in data science pipelines.

• YouTube
• 27 minutes
• On-Demand
• Free Video

OpenSSF

Exploring the Large Language Models Open-Source Security Landscape

Explore security risks of Large Language Models, analyze their open-source ecosystem, and learn mitigation strategies. Gain insights from a comparative study of popular LLM projects' security postures.

• YouTube
• 34 minutes
• On-Demand
• Free Video

DevSecCon

OWASP LLM Top 10 - Understanding Critical Security Risks for Large Language Models

Explore OWASP LLM Top 10: Gain insights into critical security risks, learn practical steps to fortify applications, and stay ahead in cybersecurity with expert R Nagarjun.

• YouTube
• 29 minutes
• On-Demand
• Free Video

Security BSides San Francisco

Finetuning Large Language Models for Security Log Detections

Explore finetuning LLMs for advanced security log detection, moving beyond traditional signature-based methods to enhance threat identification capabilities.

• YouTube
• 25 minutes
• On-Demand
• Free Video

Security BSides San Francisco

Security Considerations for Services Using AI Models

Explore security risks in AI-powered services: AI SBOMs, supply chain attacks, input manipulation, and data poisoning. Learn crucial safeguards for robust AI implementation.

• YouTube
• 31 minutes
• On-Demand
• Free Video

LASCON

Fortifying DevOps: Unveiling Security Activities and Maturity Models for Resilient Software Development

Explore DevSecOps integration, security activities in DevOps, and maturity models for resilient software development. Learn strategies for risk management, faster delivery, and building customer trust.

• YouTube
• 45 minutes
• On-Demand
• Free Video

LASCON

Small Language Models for Application Security - Beyond ChatGPT

Explore how small, open-source language models like LLaMa and Alpaca can revolutionize application security workflows, enabling earlier and more efficient security integration in software development.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video