Attacking the Performance of Machine Learning Systems
Schneier on Security
JUNE 16, 2022
Interesting research: “ Sponge Examples: Energy-Latency Attacks on Neural Networks “: Abstract: The high energy costs of neural network training and inference led to the use of acceleration hardware such as GPUs and TPUs. While such devices enable us to train large-scale neural networks in datacenters and deploy them on edge devices, their designers’ focus so far is on average-case performance.
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