A Practical Remote Power Attack on Machine Learning Accelerators in Cloud FPGAs.
Shanquan TianShayan MoiniDaniel E. HolcombRussell TessierJakub SzeferPublished in: DATE (2023)
Keyphrases
- machine learning
- field programmable gate array
- computing platform
- machine learning methods
- cloud computing
- ibm power processor
- feature selection
- learning tasks
- real world
- theoretical underpinnings
- text mining
- supervised learning
- pattern recognition
- decision trees
- information extraction
- real time
- learning algorithm
- computing systems
- machine learning algorithms
- knowledge acquisition
- computational intelligence
- computer science
- reinforcement learning
- learning systems
- image processing
- inductive logic programming
- computing environments
- hardware implementation
- countermeasures
- computer vision
- artificial intelligence
- power management
- knowledge discovery