Knowledge Enhanced Machine Learning Pipeline against Diverse Adversarial
Attacks

Knowledge Enhanced Machine Learning Pipeline against Diverse Adversarial Attacks

11 June 2021

Nezihe Merve Gürel

Papers citing "Knowledge Enhanced Machine Learning Pipeline against Diverse Adversarial Attacks"

5 / 5 papers shown

Title
Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning F. Mumuni A. Mumuni AAML 37 5 0 11 Mar 2024
Towards Building More Robust Models with Frequency Bias Qingwen Bu Dong Huang Heming Cui AAML 17 10 0 19 Jul 2023
CARE: Certifiably Robust Learning with Reasoning via Variational Inference Jiawei Zhang Linyi Li Ce Zhang Bo-wen Li AAML OOD 40 8 0 12 Sep 2022
Verifiable Obstacle Detection Ayoosh Bansal Hunmin Kim Simon Yu Bo-Yi Li N. Hovakimyan Marco Caccamo L. Sha 23 6 0 30 Aug 2022
Fingerprinting Deep Neural Networks Globally via Universal Adversarial Perturbations Zirui Peng Shaofeng Li Guoxing Chen Cheng Zhang Haojin Zhu Minhui Xue AAML FedML 31 66 0 17 Feb 2022