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View article: Lightweight Robust Image Classifier Using Non-Overlapping Image Compression Filters
Lightweight Robust Image Classifier Using Non-Overlapping Image Compression Filters Open
Machine learning systems, particularly in the domain of image recognition, are susceptible to adversarial perturbations applied to input data. These perturbations, while imperceptible to humans, have the capacity to easily deceive deep lea…
View article: Defense against Adversarial Attacks in Image Recognition Based on Multilayer Filters
Defense against Adversarial Attacks in Image Recognition Based on Multilayer Filters Open
The security and privacy of a system are urgent issues in achieving secure and efficient learning-based systems. Recent studies have shown that these systems are susceptible to subtle adversarial perturbations applied to inputs. Although t…
View article: Towards Long-Term Monitoring of Commercial Lithium-Ion Batteries Enabled by Externally Affixed Fiber Sensors and Strain-Based Prognostic Strategies
Towards Long-Term Monitoring of Commercial Lithium-Ion Batteries Enabled by Externally Affixed Fiber Sensors and Strain-Based Prognostic Strategies Open
Real-time monitoring of both continuous and spontaneous degradation in lithium-ion batteries is challenging due to the limited number of quantitative metrics available during cycling. In this regard, improved sensing approaches enabled by …