Denoising and Verification Cross-Layer Ensemble Against Black-box
Adversarial Attacks

v1v2 (latest)

Denoising and Verification Cross-Layer Ensemble Against Black-box Adversarial Attacks

21 August 2019

Ling Liu

ArXiv (abs)PDF HTML

Papers citing "Denoising and Verification Cross-Layer Ensemble Against Black-box Adversarial Attacks"

11 / 11 papers shown

Title
A Diversity-optimized Deep Ensemble Approach for Accurate Plant Leaf Disease Detection Sai Nath Chowdary Medikonduru Hongpeng Jin Yanzhao Wu 60 0 0 21 Nov 2025
Trustworthy Distributed AI Systems: Robustness, Privacy, and Governance Wenqi Wei Ling Liu 332 41 0 02 Feb 2024
Hierarchical Pruning of Deep Ensembles with Focal Diversity Yanzhao Wu Ka-Ho Chow Wenqi Wei Ling Liu 81 9 0 17 Nov 2023
Semiotics Networks Representing Perceptual Inference David Kupeev Eyal Nitcany 287 0 0 08 Oct 2023
Exploring Model Learning Heterogeneity for Boosting Ensemble RobustnessIndustrial Conference on Data Mining (IDM), 2023 Yanzhao Wu Ka-Ho Chow Wenqi Wei Ling Liu FedML AAML UQCV 110 10 0 03 Oct 2023
QUDOS: Quorum-Based Cloud-Edge Distributed DNNs for Security Enhanced Industry 4.0International Conference on Utility and Cloud Computing (UCC), 2021 Kevin Wallis C. Reich Blesson Varghese C. Schindelhauer 142 0 0 09 Nov 2021
Promoting High Diversity Ensemble Learning with EnsembleBenchInternational Conference on Cognitive Machine Intelligence (ICCMI), 2020 Yanzhao Wu Ling Liu Zhongwei Xie Juhyun Bae Ka-Ho Chow Wenqi Wei 123 12 0 20 Oct 2020
Adversarial Training with Stochastic Weight AverageInternational Conference on Information Photonics (ICIP), 2020 Joong-won Hwang Youngwan Lee Sungchan Oh Yuseok Bae OOD AAML 147 11 0 21 Sep 2020
Understanding Object Detection Through An Adversarial LensEuropean Symposium on Research in Computer Security (ESORICS), 2020 Ka-Ho Chow Ling Liu Mehmet Emre Gursoy Stacey Truex Wenqi Wei Yanzhao Wu AAML ObjD 118 28 0 11 Jul 2020
TOG: Targeted Adversarial Objectness Gradient Attacks on Real-time Object Detection Systems Ka-Ho Chow Ling Liu Mehmet Emre Gursoy Stacey Truex Wenqi Wei Yanzhao Wu AAML 83 24 0 09 Apr 2020
Deep Neural Network Ensembles against Deception: Ensemble Diversity, Accuracy and RobustnessIEEE International Conference on Mobile Adhoc and Sensor Systems (MASS), 2019 Ling Liu Wenqi Wei Ka-Ho Chow Margaret Loper Emre Gursoy Stacey Truex Yanzhao Wu UQCV AAML FedML 153 68 0 29 Aug 2019