USENIX Courses

MetaSafe: Compiling for Protecting Smart Pointer Metadata to Ensure Safe Rust Integrity

Discover how MetaSafe protects Rust's smart pointer metadata through compiler extensions, ensuring memory safety in safe Rust while maintaining low performance overhead.

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

Scalable Multi-Party Computation Protocols for Machine Learning in the Honest-Majority Setting

Discover groundbreaking advances in privacy-preserving machine learning through scalable multi-party computation protocols, featuring efficient methods for secure operations and unprecedented performance with up to 63 parties.

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

Rise of Inspectron: Automated Black-box Auditing of Cross-platform Electron Applications

Discover how Inspectron framework automates security vulnerability detection in Electron apps, exploring common risks and developer practices for cross-platform application security.

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

Automated Large-Scale Analysis of Cookie Notice Compliance

Discover how automated analysis reveals widespread non-compliance in cookie consent notices across EU websites, examining data collection practices and GDPR violations through advanced Natural Language Processing.

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

Can I Hear Your Face? Pervasive Attack on Voice Authentication Systems with a Single Face Image

Explore how Foice deepfake technology generates synthetic voices from single facial images to breach voice authentication systems, demonstrating vulnerabilities in major security platforms.

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

Invalidate+Compare: A Timer-Free GPU Cache Attack Primitive

Explore groundbreaking research on GPU cache side-channel vulnerabilities, focusing on NVIDIA's latest generations and a novel timer-free attack primitive for monitoring cache activities and data extraction.

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

6Sense: Internet-Wide IPv6 Scanning and Security Applications

Discover groundbreaking IPv6 scanning technology that uses reinforcement learning to efficiently discover and analyze millions of IPv6 hosts, enabling comprehensive Internet security research and vulnerability detection.

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

Splitting the Difference on Adversarial Training - A Method for Robust Neural Networks

Discover a novel approach to adversarial training that enhances neural network robustness while maintaining optimal accuracy by splitting data classes into clean and adversarial categories.

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

RustSan - Retrofitting AddressSanitizer for Efficient Sanitization of Rust

Discover how RustSan enhances memory error detection in Rust programs through efficient sanitization techniques, improving performance while maintaining robust security guarantees for unsafe code blocks.

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

Gradients Look Alike: Sensitivity is Often Overestimated in DP-SGD

Explore how DP-SGD provides stronger privacy guarantees for similar datapoints in deep learning, revealing why common benchmarks leak less information than previously estimated.

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

DARKFLEECE: Probing the Dark Side of Android Subscription Apps

Discover how DARKFLEECE detects malicious subscription apps on Android through dark pattern analysis, featuring a 93.43% accurate automated detection system and insights for developers, users, and regulators.

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

Exploring ChatGPT's Capabilities on Vulnerability Management

Explore ChatGPT's effectiveness in vulnerability management through comprehensive analysis of 6 key tasks, examining its potential and limitations in security-related code analysis.

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

OblivGNN: Oblivious Inference on Transductive and Inductive Graph Neural Networks

Discover a privacy-preserving solution for secure GNN inference in cloud services, enabling protected analysis of sensitive graph data while maintaining model confidentiality and efficiency.

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

INSIGHT: Attacking Industry-Adopted Learning Resilient Logic Locking Techniques Using Explainable Graph Neural Network

Discover how INSIGHT, an explainable Graph Neural Network attack method, breaks through learning resilient logic locking techniques used in hardware security and IP protection.

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

DIZK: A Distributed Zero Knowledge Proof System

Discover how DIZK revolutionizes zero knowledge proof systems through distributed computing, enabling 100x larger computations and faster processing for enhanced blockchain security and privacy applications.

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