Association for Computing Machinery (ACM) Courses

ABY3 - A Mixed Protocol Framework for Machine Learning

Explore privacy-preserving machine learning with ABY3, a framework addressing data collection concerns through encrypted computations and secure multi-party protocols.

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

Improved Non-Interactive Zero Knowledge with Applications to Post-Quantum Signatures

Explores advanced non-interactive zero-knowledge proofs, enhancing efficiency and security for post-quantum signatures using MPC protocols in the preprocessing model.

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

DeepMem: Learning Graph Neural Network Models for Fast and Robust Memory Forensic Analysis

DeepMem: A graph-based deep learning approach for fast and robust memory forensic analysis, using novel memory graph models and neural networks to enhance object detection in raw memory dumps.

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

Advanced Cryptography: Promise and Challenges

Explore advanced cryptography beyond communication security, including zero knowledge and secure multi-party computation. Learn about its potential, performance, and current usability challenges.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

Cross-App Poisoning in Software-Defined Networking

Explore SDN control plane integrity attacks and cross-app poisoning, uncovering vulnerabilities in RBAC and evaluating their impact on network security.

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

Attacking Information Mismanagement in SDN-Datastores

Explore vulnerabilities in Network Management Datastore Architecture, focusing on SDN infrastructures. Learn about semantic gaps, fuzzing techniques, and mitigation strategies for DoS and misconfiguration attacks.

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

Fast Secure Computation for Small Population over the Internet

Explore efficient protocols for secure multiparty computation, focusing on fairness and guaranteed output delivery in 3-party and 4-party settings over the internet.

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

A Better Method to Analyze Blockchain Consistency

Introduces a simplified Markov-chain method for analyzing blockchain consistency, improving upon previous complex approaches and applicable to various Nakamoto protocol variations.

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

The Gap Game

Analyze cryptocurrency security through the "gap game", exploring mining incentives, block creation, and centralization risks using symbolic and numeric analysis tools.

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

Scission- Signal Characteristic-Based Sender Identification

Explore Scission, an Intrusion Detection System for CAN bus security in vehicles. Learn about sender authentication, ECU fingerprinting, and protecting against adversarial attacks on vehicle functions.

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

Detecting Attacks Against Robotic Vehicles - A Control Invariant Approach

Explore techniques for detecting cyber and physical attacks on robotic vehicles using control invariants, enhancing mission security and preventing disruptions.

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

Compressing Vector OLE

Explore secure two-party protocols for vector oblivious linear evaluation, its applications, and improvements in pseudorandom correlations and sparse vector-OLE generation.

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

RapidChain - Scaling Blockchain via Full Sharding

Explore RapidChain's innovative full sharding approach to overcome blockchain scalability limitations, enhancing performance and efficiency in decentralized networks.

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

General State Channel Networks

Explore off-chain protocols and state channel networks as scalable solutions for cryptocurrencies, focusing on payment channels, smart contracts, and virtual state channels.

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

New Constructions for Forward and Backward Private Symmetric Searchable Encryption

Explore advanced techniques for dynamic symmetric searchable encryption, focusing on forward and backward privacy to enhance data security in cloud environments.

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