USENIX Enigma Conference Courses

Building an Automated Machine for Discovering Privacy Violations at Scale

Exploring static analysis techniques for detecting and fixing privacy leaks in large codebases, addressing challenges in building privacy-focused tools for developers and privacy engineers.

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

A New Process to Tackle Misinformation on Social Media - Prevalence-Based Gradation

Exploring a novel "prevalence-based gradation process" to combat misinformation on social media platforms, focusing on efficient content moderation and calibrated corrective actions based on exposure levels.

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

Technical Metamorphosis - The 3 Stages of DSAR Automation

Explore the journey of automating Data Subject Access Request fulfillment, from initial steps to advanced validation, enhancing regulatory compliance and user experience.

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

The Slippery Slope of Cybersecurity Analogies

Explores the use and misuse of analogies in cybersecurity, examining their impact on understanding, development, and policies while providing tips to avoid pitfalls in their application.

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

Spotting the Differences - Quirks of Machine Learning in Security

Explore challenges in applying machine learning to cybersecurity, including dataset issues, adversarial tactics, and evaluation problems. Learn about potential solutions and future directions in this field.

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

Detection Is Not Enough - Attack Recovery for Safe and Robust Autonomous Robotic Vehicles

Explore novel frameworks for safe attack response in autonomous robotic vehicles, enabling mission continuation despite malicious interventions through feed-forward control and sensor isolation techniques.

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

Reusing Security Solutions in Novel Domains - Teaching an Old Dog New Tricks

Explore how Meta repurposes security tools for diverse challenges, from privacy to performance. Learn innovative applications of static analysis and taint flow techniques across multiple domains.

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

Burnout and Post-COVID Stress Disorder - Placing Teams at Risk

Exploring burnout and Post-COVID Stress Disorder in cybersecurity teams, discussing impacts on mental health, company structure, and offering solutions for support in the post-pandemic era.

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

Healthcare Ecosystem - Security's Role in Helping HealthTech Find Its Way

Explore the challenges and opportunities for security in HealthTech startups, understanding the healthcare ecosystem, regulatory forces, and strategies for innovation and risk management.

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

Auditing Data Privacy for Machine Learning

Explores privacy risks in machine learning, including data extraction from models, membership inference attacks, and tools for auditing privacy. Discusses implications for AI regulations and privacy-by-design approaches.

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

Leveraging Human Factors to Stop Dangerous IoT

Explore strategies to mitigate IoT security risks through informed device selection and user-friendly interfaces that nudge consumers towards safer choices, based on psychological factors and effective risk communication.

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

Covenants without the Sword - Market Incentives for Security Investment

Exploring market-driven cybersecurity incentives, challenging assumptions about uniform business drivers and attack surfaces, and proposing alternatives to regulatory approaches for sustainable security investment.

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

Privacy in the Age of Blockchains - Challenges and Solutions

Explore blockchain privacy challenges, current solutions, and future directions for secure, private computations in cryptocurrencies and smart contracts.

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

Rethinking Security in an Era of Online Hate and Harassment

Explore the evolving landscape of online threats, focusing on hate and harassment. Learn about different attack types, their prevalence, and gaps in current protections to better address these challenges.

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

Bug Bounties for Algorithmic Harms Discovery and Disclosure

Exploring bug bounty programs' potential for addressing algorithmic harms, analyzing design levers, tradeoffs, and recent trends in expanding these programs to socio-technical issues.

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