Sparse Representation

Comet: Accelerating Private Inference for Large Language Model by Predicting Activation Sparsity

Authors: Guang Yan, Yuhui Zhang, Zimu Guo, Lutan Zhao, Xiaojun Chen, Chen Wang, Wenhao Wang, Dan Meng, Rui Hou | Published: 2025-05-12
Sparsity Optimization
Sparse Representation
Privacy Design Principles

Combating Adversarial Attacks Using Sparse Representations

Authors: Soorya Gopalakrishnan, Zhinus Marzi, Upamanyu Madhow, Ramtin Pedarsani | Published: 2018-03-11 | Updated: 2018-07-13
Sparse Representation
Backdoor Detection
Adversarial Attack Detection