Security BSides San Francisco Courses

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
• Self-Paced
• Free Video

Access - Discord's Open-Source Portal for Secure Access Management

Explore Discord's open-source Access portal for secure, transparent access management, featuring time-bounded permissions, self-serve requests, and customizable constraints.

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

Your Voice Confirms My Identity - Exploring Voice Authentication Security in the Age of AI

Explore AI voice cloning and its impact on voice authentication systems. Learn voice cloning techniques and discuss trends in voice security.

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

Effective Security on a Tight Budget

Discover strategies for maintaining robust security with limited resources, focusing on principles and practices to overcome budget constraints in challenging economic times.

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

PirOps - What 18th-Century Piracy Can Teach Us About SecOps

Explore historical pirate strategies and their surprising relevance to modern SecOps, drawing insights from 18th-century Caribbean piracy for today's security practices.

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

WhizBangLambdaFix - Automating AWS Misconfiguration Remediation

Discover an innovative AWS Lambda tool that automates misconfiguration fixes, reduces costs, and enhances security through secure defaults, playbooks, and Slackbot integration for effortless cloud management.

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

Effective Detection in Kubernetes Clusters

Explore Kubernetes cluster security, event sources, and cloud interfaces to develop efficient detection strategies for protecting against rising attacks on production environments.

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

Skynet the CTI Intern: Building Effective Machine Augmented Intelligence

Explore integrating LLMs in cybersecurity intelligence, enhancing analyst efficiency while recognizing AI limitations. Learn to create a symbiotic human-AI relationship for proactive defense.

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

Beyond Labels: Evolving Data Classification

Explore advanced data classification strategies balancing security, privacy, and business needs. Learn to create flexible programs that meet departmental demands while ensuring compliance and protection.

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

Phish and Furious - Campaign Builder Vulnerabilities in a Blink and Breach World

Explore campaign builder vulnerabilities and phishing attack strategies with real-world case analyses. Learn dynamic cybersecurity defense techniques for evolving digital threats.

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

Five Security Startup Pitches to Raise Money and Eyebrows

Explore five innovative security startup pitches, analyzing market potential, target buyers, and required skills for success in the cybersecurity entrepreneurship landscape.

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

Protecting Data vs Systems: Practicality, Performance, and Problems

Explore data protection strategies, encryption options, and trade-offs. Learn about record-level security and performance considerations for safeguarding information beyond system-level defenses.

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

AI: Best Janitor or Worst Superhero? - Solving Mundane Problems with AI

Explore AI's potential in solving mundane problems rather than critical ones. Learn why focusing on practical applications now is more valuable than chasing futuristic hype.

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

Beyond Quick Cash: Rethinking Bug Bounties for Greater Impact

Explore the evolution of bug bounty hunting, focusing on strategic approaches to uncover chainable vulnerabilities and create greater impact in cybersecurity.

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

LLM Privacy Paradox: Balancing Data Utility with Security - BSidesSF 2024

Explore the balance between data utility and security in LLM fine-tuning, addressing concerns about potential sensitive data leaks and privacy risks in specialized AI models.

• YouTube
• 1 hour 27 minutes
• Self-Paced
• Free Video