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1911.10695
Cited By
When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks
25 November 2019
Minghao Guo
Yuzhe Yang
Rui Xu
Ziwei Liu
Dahua Lin
AAML
OOD
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Papers citing
"When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks"
38 / 38 papers shown
Title
A stochastic gradient method for trilevel optimization
Tommaso Giovannelli
G. Kent
Luis Nunes Vicente
29
0
0
11 May 2025
Mitigating Low-Frequency Bias: Feature Recalibration and Frequency Attention Regularization for Adversarial Robustness
Kejia Zhang
Juanjuan Weng
Yuanzheng Cai
Zhiming Luo
Shaozi Li
AAML
59
0
0
04 Jul 2024
FlatNAS: optimizing Flatness in Neural Architecture Search for Out-of-Distribution Robustness
Matteo Gambella
Fabrizio Pittorino
Manuel Roveri
OOD
42
3
0
29 Feb 2024
An Evaluation of Zero-Cost Proxies -- from Neural Architecture Performance to Model Robustness
Jovita Lukasik
Michael Moeller
M. Keuper
27
1
0
18 Jul 2023
How Deep Learning Sees the World: A Survey on Adversarial Attacks & Defenses
Joana Cabral Costa
Tiago Roxo
Hugo Manuel Proença
Pedro R. M. Inácio
AAML
37
50
0
18 May 2023
Robust Neural Architecture Search
Xunyu Zhu
Jian Li
Yong-Jin Liu
Weiping Wang
AAML
18
2
0
06 Apr 2023
MedViT: A Robust Vision Transformer for Generalized Medical Image Classification
Omid Nejati Manzari
Hamid Ahmadabadi
Hossein Kashiani
S. B. Shokouhi
Ahmad Ayatollahi
ViT
MedIm
31
177
0
19 Feb 2023
XploreNAS: Explore Adversarially Robust & Hardware-efficient Neural Architectures for Non-ideal Xbars
Abhiroop Bhattacharjee
Abhishek Moitra
Priyadarshini Panda
AAML
18
1
0
15 Feb 2023
On the Robustness of Randomized Ensembles to Adversarial Perturbations
Hassan Dbouk
Naresh R Shanbhag
AAML
23
7
0
02 Feb 2023
RoHNAS: A Neural Architecture Search Framework with Conjoint Optimization for Adversarial Robustness and Hardware Efficiency of Convolutional and Capsule Networks
Alberto Marchisio
Vojtěch Mrázek
Andrea Massa
Beatrice Bussolino
Maurizio Martina
Muhammad Shafique
AAML
38
5
0
11 Oct 2022
Bag of Tricks for FGSM Adversarial Training
Zichao Li
Li Liu
Zeyu Wang
Yuyin Zhou
Cihang Xie
AAML
25
6
0
06 Sep 2022
On the Privacy Risks of Cell-Based NAS Architectures
Haiping Huang
Zhikun Zhang
Yun Shen
Michael Backes
Qi Li
Yang Zhang
27
7
0
04 Sep 2022
Adversarial Robustness Assessment of NeuroEvolution Approaches
Inês Valentim
Nuno Lourenço
Nuno Antunes
AAML
28
1
0
12 Jul 2022
Bi-fidelity Evolutionary Multiobjective Search for Adversarially Robust Deep Neural Architectures
Jia-Wei Liu
Ran Cheng
Yaochu Jin
AAML
24
7
0
12 Jul 2022
RAF: Recursive Adversarial Attacks on Face Recognition Using Extremely Limited Queries
Keshav Kasichainula
Hadi Mansourifar
W. Shi
AAML
21
1
0
04 Jul 2022
Multi-Objective Hyperparameter Optimization in Machine Learning -- An Overview
Florian Karl
Tobias Pielok
Julia Moosbauer
Florian Pfisterer
Stefan Coors
...
Jakob Richter
Michel Lang
Eduardo C. Garrido-Merchán
Juergen Branke
B. Bischl
AI4CE
26
56
0
15 Jun 2022
Machine Learning for Microcontroller-Class Hardware: A Review
Swapnil Sayan Saha
S. Sandha
Mani B. Srivastava
24
118
0
29 May 2022
A Manifold View of Adversarial Risk
Wen-jun Zhang
Yikai Zhang
Xiaoling Hu
Mayank Goswami
Chao Chen
Dimitris N. Metaxas
AAML
19
6
0
24 Mar 2022
Finding Dynamics Preserving Adversarial Winning Tickets
Xupeng Shi
Pengfei Zheng
Adam Ding
Yuan Gao
Weizhong Zhang
AAML
21
1
0
14 Feb 2022
Learning Robust and Lightweight Model through Separable Structured Transformations
Xian Wei
Yanhui Huang
Yang Xu
Mingsong Chen
Hai Lan
Yuanxiang Li
Zhongfeng Wang
Xuan Tang
OOD
24
0
0
27 Dec 2021
All You Need is RAW: Defending Against Adversarial Attacks with Camera Image Pipelines
Yuxuan Zhang
B. Dong
Felix Heide
AAML
26
8
0
16 Dec 2021
Generalized Depthwise-Separable Convolutions for Adversarially Robust and Efficient Neural Networks
Hassan Dbouk
Naresh R Shanbhag
AAML
21
7
0
28 Oct 2021
Exploring Architectural Ingredients of Adversarially Robust Deep Neural Networks
Hanxun Huang
Yisen Wang
S. Erfani
Quanquan Gu
James Bailey
Xingjun Ma
AAML
TPM
46
100
0
07 Oct 2021
Neural Architecture Dilation for Adversarial Robustness
Yanxi Li
Zhaohui Yang
Yunhe Wang
Chang Xu
AAML
32
23
0
16 Aug 2021
Advances in adversarial attacks and defenses in computer vision: A survey
Naveed Akhtar
Ajmal Saeed Mian
Navid Kardan
M. Shah
AAML
26
235
0
01 Aug 2021
Adversarially Optimized Mixup for Robust Classification
Jason Bunk
Srinjoy Chattopadhyay
B. S. Manjunath
S. Chandrasekaran
AAML
30
8
0
22 Mar 2021
Effective and Efficient Vote Attack on Capsule Networks
Jindong Gu
Baoyuan Wu
Volker Tresp
AAML
17
26
0
19 Feb 2021
A Comprehensive Survey on Hardware-Aware Neural Architecture Search
Hadjer Benmeziane
Kaoutar El Maghraoui
Hamza Ouarnoughi
Smail Niar
Martin Wistuba
Naigang Wang
34
96
0
22 Jan 2021
DSRNA: Differentiable Search of Robust Neural Architectures
Ramtin Hosseini
Xingyi Yang
P. Xie
OOD
AAML
26
50
0
11 Dec 2020
Architectural Adversarial Robustness: The Case for Deep Pursuit
George Cazenavette
Calvin Murdock
Simon Lucey
AAML
34
23
0
29 Nov 2020
Optimism in the Face of Adversity: Understanding and Improving Deep Learning through Adversarial Robustness
Guillermo Ortiz-Jiménez
Apostolos Modas
Seyed-Mohsen Moosavi-Dezfooli
P. Frossard
AAML
29
48
0
19 Oct 2020
Adversarially Robust Neural Architectures
Minjing Dong
Yanxi Li
Yunhe Wang
Chang Xu
AAML
OOD
39
48
0
02 Sep 2020
Anti-Bandit Neural Architecture Search for Model Defense
Hanlin Chen
Baochang Zhang
Shenjun Xue
Xuan Gong
Hong Liu
Rongrong Ji
David Doermann
AAML
14
33
0
03 Aug 2020
A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions
Pengzhen Ren
Yun Xiao
Xiaojun Chang
Po-Yao (Bernie) Huang
Zhihui Li
Xiaojiang Chen
Xin Wang
AI4CE
48
653
0
01 Jun 2020
Deep Architecture Enhancing Robustness to Noise, Adversarial Attacks, and Cross-corpus Setting for Speech Emotion Recognition
S. Latif
R. Rana
Sara Khalifa
Raja Jurdak
Björn W. Schuller
38
28
0
18 May 2020
IRLAS: Inverse Reinforcement Learning for Architecture Search
Minghao Guo
Zhaobai Zhong
Wei Yu Wu
Dahua Lin
Junjie Yan
3DV
37
37
0
13 Dec 2018
Neural Architecture Search with Reinforcement Learning
Barret Zoph
Quoc V. Le
271
5,329
0
05 Nov 2016
Adversarial examples in the physical world
Alexey Kurakin
Ian Goodfellow
Samy Bengio
SILM
AAML
287
5,837
0
08 Jul 2016
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