Nicgslowdown: Evaluating the efficiency robustness of neural image caption generation models
Neural image caption generation (NICG) models have received massive attention from the
research community due to their excellent performance in visual understanding. Existing …
research community due to their excellent performance in visual understanding. Existing …
Nmtsloth: understanding and testing efficiency degradation of neural machine translation systems
Neural Machine Translation (NMT) systems have received much recent attention due to their
human-level accuracy. While existing works mostly focus on either improving accuracy or …
human-level accuracy. While existing works mostly focus on either improving accuracy or …
Slothspeech: Denial-of-service attack against speech recognition models
Deep Learning (DL) models have been popular nowadays to execute different speech-
related tasks, including automatic speech recognition (ASR). As ASR is being used in …
related tasks, including automatic speech recognition (ASR). As ASR is being used in …