Record Breaking GPU Optimization of Advanced Encryption Standard using CUDA
Description
Overview: This course first provides the theory of block ciphers and mode of operations for block ciphers. As an example, it focuses on the world’s most used encryption algorithm named Advanced Encryption Standard (AES). The three common techniques to implement a block cipher are as follows: Naive, table-based, and bitsliced. This course teaches how to implement the AES block cipher using the C and CUDA languages. Then it teaches how to optimize the table-based implementation of AES on GPUs and remove shared memory bank conflicts to achieve world record encryption speeds.
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Course Description: This course provides fundamentals of block ciphers and mode of operations for block ciphers. As an example, we focus on Advanced Encryption Standard (AES). AES block cipher is responsible for the most of the world‘s encryption. This course also teaches how to implement cryptographic algorithms like AES in C and CUDA. Finally, this course teaches how to optimize AES on GPUs to obtain record-breaking performance.
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Course Contents: Block ciphers, Advanced Encryption Standard (AES), Mode of Operations, GPU Optimization
Who Should Enroll: Anyone who wishes to understand the basic principles of block ciphers and their GPU optimizations
Prerequisites: General understanding of cryptography concepts and principles Basic programming skills in C and CUDA
About the instructor: Assoc. Prof. Cihangir Tezcan received his BSc degree in Mathematics and MSc and PhD degrees in Cryptography from Middle East Technical University (METU). He is currently the head of Department of Cyber Security and the director of Cyber Defense and Security Research Center in METU. Before joining METU, he was a teaching assistant at École Polytechnique Fédérale de Lausanne (EPFL) during his PhD studies and post-doctoral researcher at Ruhr-Universität Bochum (RUB).
| Total Students | 724 |
|---|---|
| Duration | 1.5 hours |
| Language | English (US) |
| Number of lectures | 7 |
| Number of quizzes | 0 |
| Total Reviews | 7 |
| Global Rating | 4.928571 |
| Instructor Name | Cihangir Tezcan |
Course Insights (for Students)
Actionable, non-generic pointers before you enroll
Student Satisfaction
86% positive recent sentiment
Momentum
Steady interest
Time & Value
- Est. time: 1.5 hours
- Practical value: 8/10
Roadmap Fit
- Beginner → Beginner → Advanced
Key Takeaways for Learners
- Hands-on practice
- Real-world examples
- Project-based learning
Course Review Summary
Signals distilled from the latest Udemy reviews
What learners praise
Clear explanations and helpful examples.
Watch-outs
No consistent issues reported.
Difficulty
Best suited for
New learners starting from zero
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