Gender Based Violence Courses

Simons Institute

Practical Model-Based Algorithms for Reinforcement Learning and Imitation Learning

Explore efficient model-based algorithms for reinforcement and imitation learning, addressing challenges in learning dynamics and uncertainty, with practical examples and evaluations.

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

Simons Institute

Quantum Simulators and Processors Based on Rydberg Atom Arrays

Explore quantum simulators and processors using Rydberg atom arrays, covering experimental setups, entanglement, spin models, and non-equilibrium quantum dynamics in programmable systems.

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

MITCBMM

DeepOnet - Learning Nonlinear Operators Based on the Universal Approximation Theorem of Operators

Learn to approximate nonlinear operators using DeepONet, a neural network architecture based on the universal approximation theorem. Explore applications in differential equations, fluid mechanics, and multiphysics problems.

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

MITCBMM

Generative Model-Based Text-to-Speech Synthesis

Explore cutting-edge generative modeling techniques for text-to-speech synthesis, covering recent advancements, probabilistic approaches, neural network models, and future directions in speech technology.

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

IEEE

PLATYPUS - Software-Based Power Side-Channel Attacks on x86

Explore software-based power side-channel attacks on x86 systems, including measurement techniques, KASLR, correlation methods, and mitigation strategies.

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

IEEE

Systematic Analysis of Randomization-Based Protected Cache Architectures

Explore randomization-based cache protection, analyzing vulnerabilities and introducing Prime+Prune+Probe attack technique for improved security assessment.

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

IEEE

Plundervolt - Software-Based Fault Injection Attacks against Intel SGX

Explore software-based fault injection attacks on Intel SGX, focusing on the Plundervolt technique that exploits voltage scaling interfaces to compromise enclave computations and cryptographic algorithms.

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

IEEE

AdGraph: A Graph-Based Approach to Ad and Tracker Blocking

Innovative graph-based machine learning approach for detecting online ads and trackers, offering improved accuracy and performance compared to traditional filter list methods.

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

IEEE

HopSkipJumpAttack - A Query-Efficient Decision-Based Attack

Explore a query-efficient decision-based adversarial attack algorithm for generating adversarial examples, analyzing its theoretical foundations and performance against defense mechanisms.

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

IEEE

SoK- Security Evaluation of Home Based IoT Deployment

Comprehensive security evaluation methodology for home IoT devices, analyzing attack techniques, mitigations, and stakeholders. Includes assessment of 45 devices to identify research gaps.

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

IEEE

Privacy Risks with Facebook's PII-Based Targeting

Explore privacy risks in Facebook's PII-based targeting, uncovering vulnerabilities in custom audience features that allow user data inference and de-anonymization. Learn about potential fixes and implications for advertising platforms.

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

USENIX

Network-Based LUKS Volume Decryption with Tang

Network-based LUKS volume decryption using Tang: a solution for secure, automated server disk encryption at scale. Enables unattended boot in secure environments while protecting data at rest from unauthorized access.

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

USENIX

AC-Key - Adaptive Caching for LSM-based Key-Value Stores

Adaptive caching technique for LSM-based key-value stores, improving read performance by managing multiple cache components and adjusting sizes based on workload demands.

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

USENIX

MatrixKV - Reducing Write Stalls and Write Amplification in LSM-tree Based KV Stores

Innovative LSM-tree based key-value store design using NVM to reduce write stalls and amplification. Introduces matrix container, column compaction, and cross-row hint search for improved performance in multi-tier storage systems.

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

USENIX

FreeFlow - Software-based Virtual RDMA Networking for Containerized Clouds

FreeFlow: software-based RDMA virtualization for containerized clouds, enabling high-performance networking with isolation, portability, and controllability. Achieves near bare-metal RDMA performance for applications like TensorFlow and Spark.

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