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On Adversarial Robustness: A Neural Architecture Search perspective

16 July 2020

Chaitanya Devaguptapu

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Papers citing "On Adversarial Robustness: A Neural Architecture Search perspective"

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Title
Central limit theorems for vector-valued composite functionals with smoothing and applicationsAnnals of the Institute of Statistical Mathematics (AISM), 2024 Huhui Chen Darinka Dentcheva Yang Lin Gregory J. Stock 234 0 0 26 Dec 2024
Interpreting Global Perturbation Robustness of Image Models using Axiomatic Spectral Importance Decomposition Róisín Luo James McDermott C. O'Riordan AAML 298 1 0 02 Aug 2024
Exploring Layerwise Adversarial Robustness Through the Lens of t-SNE Inês Valentim Nuno Antunes Nuno Lourenço AAML 98 1 0 20 Jun 2024
Reinforced Compressive Neural Architecture Search for Versatile Adversarial Robustness Dingrong Wang Hitesh Sapkota Zhiqiang Tao Qi Yu AAML 154 2 0 10 Jun 2024
Large Language Model Assisted Adversarial Robustness Neural Architecture Search Rui Zhong Yang Cao Jun Yu M. Munetomo 114 7 0 08 Jun 2024
Towards Accurate and Robust Architectures via Neural Architecture SearchComputer Vision and Pattern Recognition (CVPR), 2024 Yuwei Ou Yuqi Feng Yanan Sun AAML 121 6 0 09 May 2024
Efficient Multiplayer Battle Game Optimizer for Adversarial Robust Neural Architecture Search Rui Zhong Yuefeng Xu Chao Zhang Jun Yu 126 1 0 15 Mar 2024
FlatNAS: optimizing Flatness in Neural Architecture Search for Out-of-Distribution Robustness Matteo Gambella Fabrizio Pittorino Manuel Roveri OOD 208 6 0 29 Feb 2024
Neural Architecture Design and Robustness: A DatasetInternational Conference on Learning Representations (ICLR), 2023 Steffen Jung Jovita Lukasik Margret Keuper OOD AAML 115 21 0 11 Jun 2023
Generalizable Lightweight Proxy for Robust NAS against Diverse PerturbationsNeural Information Processing Systems (NeurIPS), 2023 Hyeonjeong Ha Minseon Kim Sung Ju Hwang OOD AAML 223 7 0 08 Jun 2023
RNAS-CL: Robust Neural Architecture Search by Cross-Layer Knowledge DistillationInternational Journal of Computer Vision (IJCV), 2023 Utkarsh Nath Yancheng Wang Yingzhen Yang AAML 134 3 0 19 Jan 2023
RobArch: Designing Robust Architectures against Adversarial Attacks Sheng-Hsuan Peng Weilin Xu Cory Cornelius Kevin Wenliang Li Rahul Duggal Duen Horng Chau Jason Martin AAML 126 6 0 08 Jan 2023
Differentiable Search of Accurate and Robust Architectures Yuwei Ou Xiangning Xie Shan Gao Yanan Sun Kay Chen Tan Jiancheng Lv OOD AAML 145 2 0 28 Dec 2022
Neural Architectural Backdoors Ren Pang Changjiang Li Zhaohan Xi S. Ji Ting Wang AAML 105 1 0 21 Oct 2022
A.I. Robustness: a Human-Centered Perspective on Technological Challenges and OpportunitiesACM Computing Surveys (ACM CSUR), 2022 Andrea Tocchetti Lorenzo Corti Agathe Balayn Mireia Yurrita Philip Lippmann Marco Brambilla Jie Yang 220 21 0 17 Oct 2022
On the Privacy Risks of Cell-Based NAS ArchitecturesConference on Computer and Communications Security (CCS), 2022 Haiping Huang Zhikun Zhang Yun Shen Michael Backes Qi Li Yang Zhang 142 8 0 04 Sep 2022
Adversarial Robustness Assessment of NeuroEvolution ApproachesIEEE Congress on Evolutionary Computation (CEC), 2022 Inês Valentim Nuno Lourenço Nuno Antunes AAML 132 1 0 12 Jul 2022
Bi-fidelity Evolutionary Multiobjective Search for Adversarially Robust Deep Neural ArchitecturesNeurocomputing (Neurocomputing), 2022 Jia-Wei Liu Ran Cheng Yaochu Jin AAML 171 12 0 12 Jul 2022
On the Security Risks of AutoMLUSENIX Security Symposium (USENIX Security), 2021 Ren Pang Zhaohan Xi S. Ji Xiapu Luo Ting Wang AAML 114 14 0 12 Oct 2021
Evolving Architectures with Gradient Misalignment toward Low Adversarial Transferability K. Operiano W. Pora H. Iba Hiroshi Kera AAML 115 1 0 13 Sep 2021
Multi-objective Search of Robust Neural Architectures against Multiple Types of Adversarial AttacksNeurocomputing (Neurocomputing), 2021 Jia-Wei Liu Yaochu Jin AAML OOD 107 39 0 16 Jan 2021
DSRNA: Differentiable Search of Robust Neural ArchitecturesComputer Vision and Pattern Recognition (CVPR), 2020 Ramtin Hosseini Xingyi Yang P. Xie OOD AAML 149 55 0 11 Dec 2020
Effective, Efficient and Robust Neural Architecture SearchIEEE International Joint Conference on Neural Network (IJCNN), 2020 Zhixiong Yue Xiaoyuan Zhang Xiaonan Huang Yu Zhang AAML 104 22 0 19 Nov 2020
Adversarially Robust Neural ArchitecturesIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Minjing Dong Yanxi Li Yunhe Wang Chang Xu AAML OOD 181 48 0 02 Sep 2020