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Explaining and Harnessing Adversarial Examples

20 December 2014

Papers citing "Explaining and Harnessing Adversarial Examples"

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Title
eXplainable Artificial Intelligence on Medical Images: A Survey Matteus Vargas Simao da Silva Rodrigo Reis Arrais Jhessica Victoria Santos da Silva Felipe Souza Tanios Mateus A. Chinelatto ... Fabiana Cristina Queiroz de Oliveira Marucci Francisco Alves de Souza Neto Danilo Xavier Silva Vitor Yukio Kondo C. F. G. Santos MedIm XAI 40 1 0 12 May 2023
Efficient Search of Comprehensively Robust Neural Architectures via Multi-fidelity Evaluation Jialiang Sun Wen Yao Tingsong Jiang Xiaoqian Chen AAML 75 10 0 12 May 2023
A Survey on Segment Anything Model (SAM): Vision Foundation Model Meets Prompt Engineering Chaoning Zhang Fachrina Dewi Puspitasari Sheng Zheng Chenghao Li Yu Qiao ... Caiyan Qin François Rameau Lik-Hang Lee Sung-Ho Bae Choong Seon Hong VLM 167 67 0 12 May 2023
Adversarial Security and Differential Privacy in mmWave Beam Prediction in 6G networks G. S. Krishna Kundrapu Supriya Sanskar Singh S. Baidya AAML 42 0 0 12 May 2023
Inter-frame Accelerate Attack against Video Interpolation Models Junpei Liao Zhikai Chen Liang Yi Wenyuan Yang Baoyuan Wu Xiaochun Cao AAML 97 1 0 11 May 2023
A Survey on the Robustness of Computer Vision Models against Common Corruptions Shunxin Wang Raymond N. J. Veldhuis Christoph Brune N. Strisciuglio OOD VLM 139 14 0 10 May 2023
Sharpness-Aware Minimization Alone can Improve Adversarial Robustness Zeming Wei Jingyu Zhu Yihao Zhang AAML 96 11 0 09 May 2023
Attack Named Entity Recognition by Entity Boundary Interference Yifei Yang Hongqiu Wu Hai Zhao AAML 89 5 0 09 May 2023
Modelling Concurrency Bugs Using Machine Learning Teodor Rares Begu 36 0 0 08 May 2023
Understanding Noise-Augmented Training for Randomized Smoothing Ambar Pal Jeremias Sulam AAML 67 7 0 08 May 2023
Toward Adversarial Training on Contextualized Language Representation Hongqiu Wu Yang Liu Han Shi Haizhen Zhao Hao Fei AAML 54 14 0 08 May 2023
Privacy-preserving Adversarial Facial Features Peng Kuang He Wang Shuai Jin Wenwen Zhang Jiahui Hu Yan Wang Peng Sun Weiting Yuan Kai-yan Liu Kui Ren CVBM AAML PICV 64 14 0 08 May 2023
Adversarial Examples Detection with Enhanced Image Difference Features based on Local Histogram Equalization Z. Yin Shaowei Zhu Han Su Jianteng Peng Wanli Lyu Bin Luo AAML 65 2 0 08 May 2023
Pick your Poison: Undetectability versus Robustness in Data Poisoning Attacks Nils Lukas Florian Kerschbaum 95 1 0 07 May 2023
Robust Multi-agent Communication via Multi-view Message Certification Lei Yuan T. Jiang Lihe Li F. Chen Zongzhang Zhang Yang Yu 83 2 0 07 May 2023
Leveraging Synthetic Targets for Machine Translation Sarthak Mittal Oleksii Hrinchuk Oleksii Kuchaiev 60 2 0 07 May 2023
Towards Prompt-robust Face Privacy Protection via Adversarial Decoupling Augmentation Framework Ruijia Wu Yuhang Wang Huafeng Shi Zhipeng Yu Yichao Wu Ding Liang DiffM 67 9 0 06 May 2023
Energy-Latency Attacks to On-Device Neural Networks via Sponge Poisoning Zijian Wang Shuo Huang Yu-Jen Huang Helei Cui SILM 43 11 0 06 May 2023
Evading Watermark based Detection of AI-Generated Content Zhengyuan Jiang Jinghuai Zhang Neil Zhenqiang Gong WIGM 134 83 0 05 May 2023
White-Box Multi-Objective Adversarial Attack on Dialogue Generation Yufei Li Zexin Li Ying Gao Cong Liu AAML 68 12 0 05 May 2023
Random Smoothing Regularization in Kernel Gradient Descent Learning Liang Ding Tianyang Hu Jiahan Jiang Donghao Li Wei Cao Yuan Yao 72 6 0 05 May 2023
Repairing Deep Neural Networks Based on Behavior Imitation Zhen Liang Taoran Wu Changyuan Zhao Wanwei Liu Bai Xue Wenjing Yang Jing Wang AAML 112 5 0 05 May 2023
Reduction of Class Activation Uncertainty with Background Information H. M. D. Kabir 96 9 0 05 May 2023
A Survey on Out-of-Distribution Detection in NLP Hao Lang Yinhe Zheng Yixuan Li Jian Sun Feiling Huang Yongbin Li 91 25 0 05 May 2023
Single Node Injection Label Specificity Attack on Graph Neural Networks via Reinforcement Learning Dayuan Chen Jian Zhang Yuqian Lv Jinhuan Wang Hongjie Ni Shanqing Yu Zhen Wang Qi Xuan AAML 97 4 0 04 May 2023
Uncertainty Aware Deep Learning Model for Secure and Trustworthy Channel Estimation in 5G Networks Ferhat Ozgur Catak Marc Brittain Murat Kuzlu Christine Serres UQCV 52 1 0 04 May 2023
Madvex: Instrumentation-based Adversarial Attacks on Machine Learning Malware Detection Yang Cai Felix Mächtle C. Daskalakis Volodymyr Bezsmertnyi T. Eisenbarth AAML 83 7 0 04 May 2023
PTP: Boosting Stability and Performance of Prompt Tuning with Perturbation-Based Regularizer Lichang Chen Heng-Chiao Huang Varun Madhavan AAML 176 12 0 03 May 2023
On the Security Risks of Knowledge Graph Reasoning Zhaohan Xi Tianyu Du Changjiang Li Ren Pang S. Ji Xiapu Luo Xusheng Xiao Fenglong Ma Ting Wang 59 10 0 03 May 2023
New Adversarial Image Detection Based on Sentiment Analysis Yulong Wang Tianxiang Li Shenghong Li Xinnan Yuan W. Ni AAML 88 11 0 03 May 2023
Fully Automatic Neural Network Reduction for Formal Verification Tobias Ladner Matthias Althoff AAML 76 4 0 03 May 2023
Hamming Similarity and Graph Laplacians for Class Partitioning and Adversarial Image Detection Huma Jamil Yajing Liu T. Caglar Christina Cole Nathaniel Blanchard Christopher Peterson Michael Kirby 59 4 0 02 May 2023
Sentiment Perception Adversarial Attacks on Neural Machine Translation Systems Vyas Raina Mark Gales AAML 69 1 0 02 May 2023
Boosting Adversarial Transferability via Fusing Logits of Top-1 Decomposed Feature Juanjuan Weng Zhiming Luo Dazhen Lin Shaozi Li Zhun Zhong AAML FedML 119 7 0 02 May 2023
Physical Adversarial Attacks for Surveillance: A Survey Kien Nguyen Thanh Tharindu Fernando Clinton Fookes Sridha Sridharan AAML 109 8 0 01 May 2023
Attack-SAM: Towards Attacking Segment Anything Model With Adversarial Examples Chenshuang Zhang Chaoning Zhang Taegoo Kang Donghun Kim Sung-Ho Bae In So Kweon AAML VLM 90 3 0 01 May 2023
Revisiting Robustness in Graph Machine Learning Lukas Gosch Daniel Sturm Simon Geisler Stephan Günnemann AAML OOD 163 23 0 01 May 2023
Assessing Vulnerabilities of Adversarial Learning Algorithm through Poisoning Attacks Jingfeng Zhang Bo Song Bo Han Lei Liu Gang Niu Masashi Sugiyama AAML 77 2 0 30 Apr 2023
Enhancing Adversarial Contrastive Learning via Adversarial Invariant Regularization Xilie Xu Jingfeng Zhang Feng Liu Masashi Sugiyama Mohan S. Kankanhalli AAML 111 11 0 30 Apr 2023
$Toward $L_\infty$-recovery of Nonlinear Functions: A Polynomial Sample Complexity Bound for Gaussian Random Fields$ Toward $L_\infty$ -recovery of Nonlinear Functions: A Polynomial Sample Complexity Bound for Gaussian Random Fields Kefan Dong Tengyu Ma 90 4 0 29 Apr 2023
Optimizing the AI Development Process by Providing the Best Support Environment Taha Khamis Hamam Mokayed 52 1 0 29 Apr 2023
When Deep Learning Meets Polyhedral Theory: A Survey Joey Huchette Gonzalo Muñoz Thiago Serra Calvin Tsay AI4CE 162 37 0 29 Apr 2023
On the existence of solutions to adversarial training in multiclass classification Nicolas García Trillos Matt Jacobs Jakwang Kim 74 8 0 28 Apr 2023
The Power of Typed Affine Decision Structures: A Case Study Gerrit Nolte Maximilian Schlüter Alnis Murtovi Bernhard Steffen AAML 49 3 0 28 Apr 2023
Improve Video Representation with Temporal Adversarial Augmentation Jinhao Duan Quanfu Fan Hao-Ran Cheng Xiaoshuang Shi Kaidi Xu AAML AI4TS ViT 56 2 0 28 Apr 2023
Adversary Aware Continual Learning Muhammad Umer R. Polikar AAML 74 3 0 27 Apr 2023
ChatGPT as an Attack Tool: Stealthy Textual Backdoor Attack via Blackbox Generative Model Trigger Jiazhao Li Yijin Yang Zhuofeng Wu V. Vydiswaran Chaowei Xiao SILM 212 46 0 27 Apr 2023
Cluster Flow: how a hierarchical clustering layer make allows deep-NNs more resilient to hacking, more human-like and easily implements relational reasoning E. Gale Oliver Matthews 3DH 32 0 0 27 Apr 2023
Moderately Distributional Exploration for Domain Generalization Ruiqi Dai Yonggang Zhang Zhen Fang Bo Han Xinmei Tian OOD 117 20 0 27 Apr 2023
Enhancing Robustness of Gradient-Boosted Decision Trees through One-Hot Encoding and Regularization Shijie Cui Agus Sudjianto Aijun Zhang Runze Li AI4CE 98 11 0 26 Apr 2023