Industrial Automation Systems Courses

RSA Conference

Cryptography in Distributed Systems

Explore advanced cryptographic techniques for distributed systems, including multi-party revocation, privacy-preserving blockchain identity management, and signature aggregation for improved efficiency.

• YouTube
• 40 minutes
• Self-Paced
• Conference Talk

CAE in Cybersecurity Community

Security and Trustworthiness of Modern Cyber-Physical Systems - Dr. Dimitrios Damopoulos

Explore challenges and strategies for securing interconnected cyber-physical systems, focusing on machine learning, smartphone security, and AI trustworthiness in our increasingly digital world.

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

Association for Computing Machinery (ACM)

The Essence of Software - Why Systems Often Fail by Design, and How to Fix Them

Explore software design flaws, their impact on user experience, and innovative solutions using concept-based approaches. Learn to create more intuitive and effective systems.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Association for Computing Machinery (ACM)

Challenges and Solutions in Industry Scale Data and AI Systems - Yangqing Jia

Explore industry-scale data and AI systems challenges, focusing on Alibaba's technologies like big data infrastructure, autonomous computing, and AI engineering for recommendation systems and digital twins.

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

Association for Computing Machinery (ACM)

Towards an Easy-to-use AI Platform - Data, Algorithms, and Systems - Wei Wang

Explore the development of user-friendly AI platforms, covering data preparation, model construction, debugging, and deployment, with a focus on enhancing efficiency and accessibility.

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

Association for Computing Machinery (ACM)

Deep Learning Day - Advances in Theory, Systems, and Applications

Comprehensive exploration of deep learning featuring expert talks on scaling, debugging, and advanced techniques. Covers theoretical foundations and practical applications across various domains.

• YouTube
• 8 hours 31 minutes
• Self-Paced
• Free Video

Association for Computing Machinery (ACM)

Deep Learning for Search and Recommender Systems in Practice

Explore deep learning techniques for search and recommendation systems, covering document retrieval, ranking, personalization, and evaluation metrics. Learn about pointwise, pairwise, and listwise ranking approaches.

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

Association for Computing Machinery (ACM)

Deep Learning for Search and Recommender Systems in Practice - Part 2

Explore advanced techniques in deep learning for search and recommender systems, focusing on practical implementation and real-world applications at LinkedIn.

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

Association for Computing Machinery (ACM)

Deep Learning for Search and Recommender Systems in Practice - Part 1

Explore practical applications of deep learning in search and recommender systems, focusing on query understanding, candidate retrieval, and ranking techniques.

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

Association for Computing Machinery (ACM)

Entanglement Subvolume Law for 2D Frustration-Free Spin Systems

Explore entanglement entropy in 2D frustration-free spin systems, examining Hastings' proof, robust polynomials, and the Whole Screen Directivity Lemma.

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

Association for Computing Machinery (ACM)

Recommender Systems - Beyond Machine Learning with Joe Konstan

Explore advanced recommender systems beyond machine learning, focusing on user behavior and experience. Learn about successes, failures, and innovative approaches to personalization and evaluation.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Association for Computing Machinery (ACM)

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

nullcon

Bhadra Framework - Threat Modeling for Mobile Communication Systems

Explore the Bhadra framework for threat modeling in mobile communication systems, addressing complex security challenges and providing a structured approach to analyze adversarial behaviors in telecom networks.

• YouTube
• 40 minutes
• Self-Paced
• Conference Talk

Malware Analysis and Automation Using Binary Ninja

Explore malware analysis and automation using Binary Ninja, covering intermediate languages, headless mode, and practical techniques for decryption and reverse engineering.

• YouTube
• 54 minutes
• Self-Paced
• Conference Talk

All Your Doors Belong to Me - Attacking Physical Access Systems

Explore vulnerabilities in physical access systems, from card cloning to controller hacking. Learn attack techniques and security weaknesses in PACS deployments.

• YouTube
• 48 minutes
• Self-Paced
• Conference Talk