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Explaining and Harnessing Adversarial Examples

20 December 2014

Papers citing "Explaining and Harnessing Adversarial Examples"

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Title
OCTET: Object-aware Counterfactual Explanations Mehdi Zemni Mickaël Chen Éloi Zablocki H. Ben-younes Patrick Pérez Matthieu Cord AAML 107 29 0 22 Nov 2022
Attacking Image Splicing Detection and Localization Algorithms Using Synthetic Traces Shengbang Fang Matthew C. Stamm AAML 112 7 0 22 Nov 2022
PointCA: Evaluating the Robustness of 3D Point Cloud Completion Models Against Adversarial Examples Shengshan Hu Junwei Zhang Wen Liu Junhui Hou Minghui Li L. Zhang Hai Jin Lichao Sun AAML 3DPC 88 11 0 22 Nov 2022
Clarity: an improved gradient method for producing quality visual counterfactual explanations Claire Theobald Frédéric Pennerath Brieuc Conan-Guez Miguel Couceiro Amedeo Napoli BDL 90 1 0 22 Nov 2022
Self-Ensemble Protection: Training Checkpoints Are Good Data Protectors Sizhe Chen Geng Yuan Xinwen Cheng Yifan Gong Minghai Qin Yanzhi Wang Xiaolin Huang AAML 70 20 0 22 Nov 2022
A Survey on Backdoor Attack and Defense in Natural Language Processing Xuan Sheng Zhaoyang Han Piji Li Xiangmao Chang SILM 71 21 0 22 Nov 2022
Addressing Mistake Severity in Neural Networks with Semantic Knowledge Natalie Abreu Nathan Vaska Victoria Helus AAML OOD 70 3 0 21 Nov 2022
Fairness Increases Adversarial Vulnerability Cuong Tran Keyu Zhu Ferdinando Fioretto Pascal Van Hentenryck 77 6 0 21 Nov 2022
First Steps Toward Understanding the Extrapolation of Nonlinear Models to Unseen Domains Kefan Dong Tengyu Ma OOD 76 21 0 21 Nov 2022
CLAWSAT: Towards Both Robust and Accurate Code Models Jinghan Jia Shashank Srikant Tamara Mitrovska Chuang Gan Shiyu Chang Sijia Liu Una-May O’Reilly AAML 131 11 0 21 Nov 2022
Instance-specific and Model-adaptive Supervision for Semi-supervised Semantic Segmentation Zhen Zhao Sifan Long Jimin Pi Jingdong Wang Luping Zhou 80 34 0 21 Nov 2022
Understanding the Vulnerability of Skeleton-based Human Activity Recognition via Black-box Attack Yunfeng Diao He Wang Tianjia Shao Yong-Liang Yang Kun Zhou David C. Hogg Meng Wang AAML 74 7 0 21 Nov 2022
Diffusion Denoising Process for Perceptron Bias in Out-of-distribution Detection Luping Liu Yi Ren Xize Cheng Rongjie Huang Chongxuan Li Zhou Zhao 53 7 0 21 Nov 2022
Boosting the Transferability of Adversarial Attacks with Global Momentum Initialization Jiafeng Wang Zhaoyu Chen Kaixun Jiang Dingkang Yang Lingyi Hong Pinxue Guo Yan Wang Wenqiang Zhang AAML 126 31 0 21 Nov 2022
DualApp: Tight Over-Approximation for Neural Network Robustness Verification via Under-Approximation Yiting Wu Zhaodi Zhang Zhiyi Xue Si Liu Hao Fei AAML 56 0 0 21 Nov 2022
Enhancing Accuracy and Robustness of Steering Angle Prediction with Attention Mechanism S. Nadella Pramit Barua J. Hagler David J. Lamb Q. Tian LLMSV 41 0 0 21 Nov 2022
Deep Composite Face Image Attacks: Generation, Vulnerability and Detection Jag Mohan Singh Raghavendra Ramachandra AAML CVBM 52 10 0 20 Nov 2022
Feature Weaken: Vicinal Data Augmentation for Classification Songhao Jiang Yan Chu Tian-Hui Ma Tianning Zang 58 0 0 20 Nov 2022
Spectral Adversarial Training for Robust Graph Neural Network Jintang Li Jiaying Peng Liang Chen Zibin Zheng Tingting Liang Qing Ling AAML OOD 55 20 0 20 Nov 2022
Phonemic Adversarial Attack against Audio Recognition in Real World Jiakai Wang Zhendong Chen Zixin Yin Qinghong Yang Xianglong Liu AAML 69 4 0 19 Nov 2022
Operationalizing Specifications, In Addition to Test Sets for Evaluating Constrained Generative Models Vikas Raunak Matt Post Arul Menezes EGVM 62 0 0 19 Nov 2022
Adversarial Detection by Approximation of Ensemble Boundary T. Windeatt AAML 190 0 0 18 Nov 2022
Diagnostics for Deep Neural Networks with Automated Copy/Paste Attacks Stephen Casper K. Hariharan Dylan Hadfield-Menell AAML 91 11 0 18 Nov 2022
A Tale of Two Cities: Data and Configuration Variances in Robust Deep Learning Guanqin Zhang Jiankun Sun Feng Xu H.M.N. Dilum Bandara Shiping Chen Yulei Sui Tim Menzies OOD 36 0 0 18 Nov 2022
Potential Auto-driving Threat: Universal Rain-removal Attack Jincheng Hu Jihao Li Zhuoran Hou Jingjing Jiang Cunjia Liu Yuanjian Zhang AAML 58 5 0 18 Nov 2022
VeriCompress: A Tool to Streamline the Synthesis of Verified Robust Compressed Neural Networks from Scratch Sawinder Kaur Yi Xiao Asif Salekin 54 0 0 17 Nov 2022
Towards Good Practices in Evaluating Transfer Adversarial Attacks Zhengyu Zhao Hanwei Zhang Renjue Li R. Sicre Laurent Amsaleg Michael Backes AAML 107 20 0 17 Nov 2022
Interpretable Dimensionality Reduction by Feature Preserving Manifold Approximation and Projection Yang Yang Hongjian Sun Jialei Gong Di Yu FAtt 58 2 0 17 Nov 2022
Privacy against Real-Time Speech Emotion Detection via Acoustic Adversarial Evasion of Machine Learning Brian Testa Yi Xiao Harshit Sharma Avery Gump Asif Salekin AAML 85 9 0 17 Nov 2022
Differentially Private Optimizers Can Learn Adversarially Robust Models Yuan Zhang Zhiqi Bu 83 3 0 16 Nov 2022
PrivacyProber: Assessment and Detection of Soft-Biometric Privacy-Enhancing Techniques Peter Rot Peter Peer Vitomir vStruc PICV 38 12 0 16 Nov 2022
Efficiently Finding Adversarial Examples with DNN Preprocessing Avriti Chauhan Mohammad Afzal Hrishikesh Karmarkar Y. Elboher Kumar Madhukar Guy Katz AAML 57 0 0 16 Nov 2022
Improving Interpretability via Regularization of Neural Activation Sensitivity Ofir Moshe Gil Fidel Ron Bitton A. Shabtai AAML AI4CE 45 4 0 16 Nov 2022
Will Large-scale Generative Models Corrupt Future Datasets? Ryuichiro Hataya Han Bao Hiromi Arai 59 58 0 15 Nov 2022
Physics-Informed Machine Learning: A Survey on Problems, Methods and Applications Zhongkai Hao Songming Liu Yichi Zhang Chengyang Ying Yao Feng Hang Su Jun Zhu PINN AI4CE 130 99 0 15 Nov 2022
Backdoor Attacks for Remote Sensing Data with Wavelet Transform Nikolaus Drager Yonghao Xu Pedram Ghamisi AAML 67 13 0 15 Nov 2022
MORA: Improving Ensemble Robustness Evaluation with Model-Reweighing Attack Yunrui Yu Xitong Gao Chengzhong Xu AAML 68 8 0 15 Nov 2022
Backdoor Attacks on Time Series: A Generative Approach Yujing Jiang Xingjun Ma S. Erfani James Bailey AAML AI4TS 97 13 0 15 Nov 2022
The out-of-sample prediction error of the square-root-LASSO and related estimators J. M. Olea Cynthia Rush Amilcar Velez J. Wiesel OOD 92 6 0 14 Nov 2022
On the robustness of non-intrusive speech quality model by adversarial examples Hsin-Yi Lin Huan-Hsin Tseng Yu Tsao AAML 59 3 0 11 Nov 2022
Test-time adversarial detection and robustness for localizing humans using ultra wide band channel impulse responses A. Kolli M. Jehanzeb Mirza Horst Possegger Horst Bischof AAML 68 1 0 10 Nov 2022
Improving the Robustness of Neural Multiplication Units with Reversible Stochasticity Bhumika Mistry K. Farrahi Jonathon S. Hare AAML 40 0 0 10 Nov 2022
Impact of Adversarial Training on Robustness and Generalizability of Language Models Enes Altinisik Hassan Sajjad Husrev Taha Sencar Safa Messaoud Sanjay Chawla AAML 59 11 0 10 Nov 2022
Privacy-Utility Balanced Voice De-Identification Using Adversarial Examples Meng Chen Liwang Lu Jiadi Yu Ying Chen Zhongjie Ba Feng Lin Kui Ren AAML 123 1 0 10 Nov 2022
Robust Smart Home Face Recognition under Starving Federated Data Jaechul Roh Yajun Fang FedML CVBM AAML 61 0 0 10 Nov 2022
MSDT: Masked Language Model Scoring Defense in Text Domain Jaechul Roh Minhao Cheng Yajun Fang AAML 36 1 0 10 Nov 2022
Robust DNN Surrogate Models with Uncertainty Quantification via Adversarial Training Lixiang Zhang Jia Li AAML 79 0 0 10 Nov 2022
Demystify Transformers & Convolutions in Modern Image Deep Networks Jifeng Dai Min Shi Weiyun Wang Sitong Wu Linjie Xing ... Lewei Lu Jie Zhou Xiaogang Wang Yu Qiao Xiao-hua Hu ViT 83 11 0 10 Nov 2022
Are All Edges Necessary? A Unified Framework for Graph Purification Zishan Gu Jintang Li Liang Chen AAML 38 2 0 09 Nov 2022
Accelerating Adversarial Perturbation by 50% with Semi-backward Propagation Zhiqi Bu AAML 57 0 0 09 Nov 2022