Association for Computing Machinery (ACM) Courses

Implications Tutorial - Building Community Governance of Risk Assessment

Exploring community-driven auditing of pretrial risk assessment algorithms, addressing concerns and developing socially informed validation processes for fair decision-making frameworks.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Conference Talk

Learning Algorithms

Exploration of fairness in machine learning algorithms, focusing on disparity assessment, classification with fairness constraints, and comparative studies of fairness-enhancing interventions.

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

Beyond Algorithmic Scapegoating - Fostering Cultures of Algorithmic Responsibility Through Administrative Law and Design

Explore algorithmic responsibility in administrative law and design, addressing challenges, interventions, and strategies for fostering public participation in technology governance.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Conference Talk

Systems and Measurement

Exploring online A/B testing, data sharing ethics, fairness in programming, and model performance reporting. Insights into cutting-edge research on responsible AI and data science practices.

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

Message-Recovery Attacks on Feistel-Based Format Preserving Encryption

Explore message-recovery attacks on Feistel-based format preserving encryption, examining technical challenges, known plaintext attacks, and theoretical implications for cryptographic security.

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

Heavy Hitter Estimation over Set-Valued Data with Local Differential Privacy

Explore local differential privacy for heavy hitter estimation on set-valued data. Learn about randomized response, RAPPOR, and the LDPMiner framework for privacy-preserving data analysis.

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

CREDAL - Towards Locating a Memory Corruption Vulnerability with Your Core Dump

Innovative approach to locating memory corruption vulnerabilities using core dumps, tracking crash points, identifying stack frames, and determining corruption sources for improved software security.

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

A Systematic Analysis of the Juniper Dual EC Incident

Systematic analysis of Juniper's Dual EC cryptographic incident, exploring vulnerabilities, attack methods, and implications for network security and encryption standards.

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

Advanced Probabilistic Couplings for Differential Privacy

Explore advanced probabilistic couplings for differential privacy, covering composition theorems, program logic, and accuracy-dependent privacy in this in-depth technical presentation.

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

MPC-Friendly Symmetric Key Primitives

Explore MPC-friendly symmetric key primitives for secure computation, focusing on PRFs, secure sharing, and efficient preprocessing techniques in cryptography.

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

Town Crier - An Authenticated Data Feed for Smart Contracts

Explore authenticated data feeds for smart contracts using Town Crier, leveraging Intel SGX for secure and confidential data delivery in decentralized environments.

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

On the Instability of Bitcoin Without the Block Reward

Explore Bitcoin's stability without block rewards, examining key results, mining strategies, and potential future challenges in cryptocurrency economics.

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

A Secure Sharding Protocol for Open Blockchains

Secure sharding protocol for open blockchains addressing scalability issues. Introduces Elastico, a novel solution using directory committees and epoch randomness for improved performance and security.

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

The Honey Badger of BFT Protocols

Explore asynchronous Byzantine fault tolerance protocols, focusing on Honey Badger's resilience, optimal performance, and practical applications in wide area networks.

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

ProvUSB - Block-level Provenance-Based Data Protection for USB Storage Devices

Block-level provenance-based data protection for USB storage devices, enhancing security in sensitive organizations through remote TPM, integrity models, and access control.

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