Association for Computing Machinery (ACM) Courses

Agile Data Science - Achieving Salesforce-Scale Machine Learning in Production

Explore Salesforce's approach to Agile Data Science, from AutoML and experimentation to deployment and monitoring. Learn how to scale machine learning in production and adopt truly Agile methodologies.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Ed Feigenbaum - 1994 ACM Turing Award Recipient Interview - Part 1

Explore AI pioneer Ed Feigenbaum's journey from childhood to groundbreaking research, expert systems development, and international collaborations in this insightful interview with Don Knuth.

• YouTube
• 1 hour 25 minutes
• Self-Paced
• Free Video

Cryptography and Public Key Encryption - Martin Hellman Interview

Explore Martin Hellman's life, from ancestry to groundbreaking cryptography research, early retirement, and personal growth, in this in-depth interview with the Turing Award recipient.

• YouTube
• 2 hours 40 minutes
• Self-Paced
• Free Video

A Case Study on Microsoft's Ruuh.ai - Is User Growth a Peril to Research Progress?

Explore challenges and opportunities in industrial AI research through Microsoft's Ruuh.ai case study, balancing user growth with meaningful research progress in conversational AI development.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Demonstrating an Internet of Things Solution for Real-Time Computation and Delivery of Plant KPIs

Explore an IIoT solution for real-time monitoring of worker performance in meat processing, including project design, implementation, and trial outcomes in an Australian plant.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Designing an ML Minded Product and a Product Minded ML System

Explore designing ML-minded products and product-minded ML systems, focusing on data considerations, bias removal, evaluation methods, and sustainable implementation in real-world applications.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

ALCHEMY - A Language and Compiler for Homomorphic Encryption Made Easy

Simplifying Fully Homomorphic Encryption with ALCHEMY: a modular system that compiles plaintext computations into homomorphic operations on ciphertexts, making FHE accessible without specialized knowledge.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

Using Logic Programming to Recover C++ Classes and Methods from Compiled Executables

Innovative system for recovering C++ abstractions from executables, enhancing reverse engineering capabilities through logic programming and static analysis techniques.

• YouTube
• 27 minutes
• Self-Paced
• Free Video

Model-Reuse Attacks on Deep Learning Systems

Explore the security risks of using pre-trained models in machine learning systems, focusing on model-reuse attacks and their implications for AI safety.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Practical State Recovery Attacks Against Legacy RNG Implementations

Systematic study of FIPS 140-2 certifications reveals vulnerabilities in ANSI X9.31 RNG implementations, highlighting risks of static keys and emphasizing the importance of secure random number generation.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

Prime and Prejudice- Primality Testing Under Adversarial Conditions

Systematic analysis of primality testing in adversarial scenarios, exploring vulnerabilities and providing recommendations for secure implementations.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

MVG Mechanism - Differential Privacy under Matrix-Valued Query

Explore a novel differential privacy mechanism for matrix-valued queries, addressing challenges in data protection and improving upon existing methods.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

CALM - Consistent Adaptive Local Marginal for Marginal Release under Local Differential Privacy

Explore constructing marginal tables with Local Differential Privacy, ensuring individual data protection without third-party reliance. Learn CALM protocol for consistent, adaptive local marginal release.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

Ohm's Law in Data Centers - A Voltage Side Channel for Timing Power Attacks

Explore emerging power attack threats in multi-tenant data centers, focusing on voltage side channels for precise timing and cost analysis of these security risks.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

Large-Scale and Language-Oblivious Code Authorship Identification

Explore a Deep Learning-based system for large-scale, language-independent code authorship identification, addressing challenges in extraction and obfuscation resilience.

• YouTube
• 23 minutes
• Self-Paced
• Free Video