Context-Aware Membership Inference Attacks against Pre-trained Large Language Modelsby Hongyan Chang, Ali Shahin Shamsabadi, Kleomenis…
A constrained optimization approach to improve robustness of neural networksby Shudian Zhao, Jan KronqvistFirst submitted…
Deterministic versus stochastic dynamical classifiers: opposing random adversarial attacks with noiseby Lorenzo Chicchi, Duccio Fanelli,…
Graph Similarity Regularized Softmax for Semi-Supervised Node Classificationby Yiming Yang, Jun Liu, Wei WanFirst submitted…
TACE: Tumor-Aware Counterfactual Explanationsby Eleonora Beatrice Rossi, Eleonora Lopez, Danilo ComminielloFirst submitted to arxiv on:…
Improved Image Classification with Manifold Neural Networksby Caio F. Deberaldini Netto, Zhiyang Wang, Luana RuizFirst…
Bilateral Sharpness-Aware Minimization for Flatter Minimaby Jiaxin Deng, Junbiao Pang, Baochang Zhang, Qingming HuangFirst submitted…
Surveying You Only Look Once (YOLO) Multispectral Object Detection Advancements, Applications And Challengesby James E.…
Semantic Meta-Split Learning: A TinyML Scheme for Few-Shot Wireless Image Classificationby Eslam Eldeeb, Mohammad Shehab,…
iCost: A Novel Instance Complexity Based Cost-Sensitive Learning Frameworkby Asif Newaz, Asif Ur Rahman Adib,…