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Explaining and Harnessing Adversarial Examples

20 December 2014

Papers citing "Explaining and Harnessing Adversarial Examples"

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Title
Stealthy Targeted Backdoor Attacks against Image Captioning Wenshu Fan Hongwei Li Wenbo Jiang Meng Hao Shui Yu Xiao Zhang DiffM 75 6 0 09 Jun 2024
Self-supervised Adversarial Training of Monocular Depth Estimation against Physical-World Attacks Zhiyuan Cheng Cheng Han James Liang Qifan Wang Xiangyu Zhang Dongfang Liu AAML 81 5 0 09 Jun 2024
DMS: Addressing Information Loss with More Steps for Pragmatic Adversarial Attacks Zhiyu Zhu Jiayu Zhang Xinyi Wang Zhibo Jin Huaming Chen AAML 75 1 0 09 Jun 2024
Perturbation Towards Easy Samples Improves Targeted Adversarial Transferability Junqi Gao Biqing Qi Yao Li Zhichang Guo Dong Li Yuming Xing Dazhi Zhang AAML 88 7 0 08 Jun 2024
Exploring Adversarial Robustness of Deep State Space Models Biqing Qi Yang Luo Junqi Gao Pengfei Li Kai Tian Zhiyuan Ma Bowen Zhou AAML 76 1 0 08 Jun 2024
Enhancing Adversarial Transferability via Information Bottleneck Constraints Biqing Qi Junqi Gao Jianxing Liu Ligang Wu Bowen Zhou AAML 81 2 0 08 Jun 2024
Representation Learning with Conditional Information Flow Maximization Dou Hu Lingwei Wei Wei Zhou Songlin Hu SSL 107 1 0 08 Jun 2024
Large Language Model Assisted Adversarial Robustness Neural Architecture Search Rui Zhong Yang Cao Jun Yu M. Munetomo 73 1 0 08 Jun 2024
One Perturbation is Enough: On Generating Universal Adversarial Perturbations against Vision-Language Pre-training Models Hao Fang Jiawei Kong Wenbo Yu Bin Chen Jiawei Li Hao Wu Ke Xu Ke Xu AAML VLM 135 14 0 08 Jun 2024
The Price of Implicit Bias in Adversarially Robust Generalization Nikolaos Tsilivis Natalie Frank Nathan Srebro Julia Kempe 114 4 0 07 Jun 2024
A Survey of Fragile Model Watermarking Zhenzhe Gao Yu Cheng Zhaoxia Yin AAML 84 0 0 07 Jun 2024
Diverse Intra- and Inter-Domain Activity Style Fusion for Cross-Person Generalization in Activity Recognition Junru Zhang Lang Feng Zhidan Liu Yuhan Wu Yang He Yabo Dong Duanqing Xu 97 4 0 07 Jun 2024
MeGA: Merging Multiple Independently Trained Neural Networks Based on Genetic Algorithm Daniel Yun FedML MoMe 63 1 0 07 Jun 2024
CTBENCH: A Library and Benchmark for Certified Training Yuhao Mao Stefan Balauca Martin Vechev OOD 137 5 0 07 Jun 2024
Batch-in-Batch: a new adversarial training framework for initial perturbation and sample selection Yinting Wu Pai Peng Bo Cai Le Li . AAML 81 0 0 06 Jun 2024
Shaping History: Advanced Machine Learning Techniques for the Analysis and Dating of Cuneiform Tablets over Three Millennia Danielle Kapon Michael Fire S. Gordin 127 1 0 06 Jun 2024
Position: Embracing Negative Results in Machine Learning Florian Karl Lukas Malte Kemeter Gabriel Dax Paulina Sierak 94 1 0 06 Jun 2024
Memorization in deep learning: A survey Jiaheng Wei Yanjun Zhang Leo Yu Zhang Ming Ding Chao Chen Kok-Leong Ong Jun Zhang Yang Xiang 121 7 0 06 Jun 2024
Principles of Designing Robust Remote Face Anti-Spoofing Systems Xiang Xu Tianchen Zhao Zheng Zhang Zhihua Li Jon Wu Alessandro Achille Mani Srivastava AAML 90 4 0 06 Jun 2024
Position: A Call to Action for a Human-Centered AutoML Paradigm Marius Lindauer Florian Karl A. Klier Julia Moosbauer Alexander Tornede Andreas Mueller Frank Hutter Matthias Feurer Bernd Bischl 92 8 0 05 Jun 2024
VQUNet: Vector Quantization U-Net for Defending Adversarial Atacks by Regularizing Unwanted Noise Zhixun He Mukesh Singhal 79 1 0 05 Jun 2024
Distributional Adversarial Loss Saba Ahmadi Siddharth Bhandari Avrim Blum Chen Dan Prabhav Jain 83 0 0 05 Jun 2024
ZeroPur: Succinct Training-Free Adversarial Purification Xiuli Bi Zonglin Yang Bo Liu Xiaodong Cun Chi-Man Pun 147 0 0 05 Jun 2024
Defending Large Language Models Against Attacks With Residual Stream Activation Analysis Amelia Kawasaki Andrew Davis Houssam Abbas AAML KELM 98 3 0 05 Jun 2024
Effects of Exponential Gaussian Distribution on (Double Sampling) Randomized Smoothing Youwei Shu Xi Xiao Derui Wang Yuxin Cao Siji Chen Jason Xue Linyi Li Yue Liu 85 2 0 04 Jun 2024
PuFace: Defending against Facial Cloaking Attacks for Facial Recognition Models Jing Wen PICV 51 0 0 04 Jun 2024
Logic-Based Explainability: Past, Present & Future Joao Marques-Silva 96 3 0 04 Jun 2024
Advancing Generalized Transfer Attack with Initialization Derived Bilevel Optimization and Dynamic Sequence Truncation Yaohua Liu Jiaxin Gao Xuan Liu Xianghao Jiao Xin-Yue Fan Risheng Liu 100 1 0 04 Jun 2024
Inference Attacks: A Taxonomy, Survey, and Promising Directions Feng Wu Lei Cui Shaowen Yao Shui Yu 116 2 0 04 Jun 2024
MedFuzz: Exploring the Robustness of Large Language Models in Medical Question Answering Robert Osazuwa Ness Katie Matton Hayden Helm Sheng Zhang Junaid Bajwa Carey E. Priebe Eric Horvitz ELM 64 13 0 03 Jun 2024
Constraint-based Adversarial Example Synthesis Fang Yu Ya-Yu Chi Yu-Fang Chen AAML 105 0 0 03 Jun 2024
Amalgam: A Framework for Obfuscated Neural Network Training on the Cloud Sifat Ut Taki Spyridon Mastorakis FedML 88 1 0 02 Jun 2024
Towards General Robustness Verification of MaxPool-based Convolutional Neural Networks via Tightening Linear Approximation Yuan Xiao Shiqing Ma Juan Zhai Chunrong Fang Jinyuan Jia Zhenyu Chen AAML 90 1 0 02 Jun 2024
Improving Accuracy-robustness Trade-off via Pixel Reweighted Adversarial Training Jiacheng Zhang Feng Liu Dawei Zhou Jingfeng Zhang Tongliang Liu AAML 75 4 0 02 Jun 2024
VOICE: Variance of Induced Contrastive Explanations to quantify Uncertainty in Neural Network Interpretability Mohit Prabhushankar Ghassan AlRegib FAtt UQCV 81 2 0 01 Jun 2024
Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training Feiteng Fang Yuelin Bai Shiwen Ni Min Yang Xiaojun Chen Ruifeng Xu AAML RALM 137 40 0 31 May 2024
Responsible AI for Earth Observation Pedram Ghamisi Weikang Yu Andrea Marinoni C. Gevaert Claudio Persello ... Benjamin P. Horton Philippe Rufin P. Hostert Fabio Pacifici Peter M. Atkinson 79 5 0 31 May 2024
Unveiling the Lexical Sensitivity of LLMs: Combinatorial Optimization for Prompt Enhancement Pengwei Zhan Zhen Xu Qian Tan Jie Song Ru Xie 81 7 0 31 May 2024
Robust Stable Spiking Neural Networks Jianhao Ding Zhiyu Pan Yujia Liu Zhaofei Yu Tiejun Huang AAML 102 7 0 31 May 2024
Investigating and unmasking feature-level vulnerabilities of CNNs to adversarial perturbations Davide Coppola Hwee Kuan Lee AAML 87 1 0 31 May 2024
Certifying Global Robustness for Deep Neural Networks You Li Guannan Zhao Shuyu Kong Yunqi He Hai Zhou AAML 62 0 0 31 May 2024
Mitigating the Impact of Labeling Errors on Training via Rockafellian Relaxation Louis L. Chen Bobbie Chern Eric Eckstrand Amogh Mahapatra J. Royset 33 0 0 30 May 2024
Deep Learning Approaches for Detecting Adversarial Cyberbullying and Hate Speech in Social Networks S. Azumah Nelly Elsayed Zag ElSayed Murat Ozer Amanda La Guardia 95 3 0 30 May 2024
Is Synthetic Data all We Need? Benchmarking the Robustness of Models Trained with Synthetic Images Krishnakant Singh Thanush Navaratnam Jannik Holmer Simone Schaub-Meyer Stefan Roth DiffM 102 21 0 30 May 2024
HOLMES: to Detect Adversarial Examples with Multiple Detectors Jing Wen AAML 82 0 0 30 May 2024
Enhancing Adversarial Robustness in SNNs with Sparse Gradients Yujia Liu Tong Bu Jianhao Ding Zecheng Hao Tiejun Huang Zhaofei Yu AAML 99 5 0 30 May 2024
Evaluating the Effectiveness and Robustness of Visual Similarity-based Phishing Detection Models Fujiao Ji Kiho Lee Hyungjoon Koo Wenhao You Euijin Choo Hyoungshick Kim Doowon Kim AAML 99 2 0 30 May 2024
Transfer Attack for Bad and Good: Explain and Boost Adversarial Transferability across Multimodal Large Language Models Hao-Ran Cheng Erjia Xiao Jiayan Yang Jinhao Duan Yichi Wang ... Qiang Zhang Le Yang Kaidi Xu Jindong Gu Renjing Xu AAML 144 10 0 30 May 2024
AI Risk Management Should Incorporate Both Safety and Security Xiangyu Qi Yangsibo Huang Yi Zeng Edoardo Debenedetti Jonas Geiping ... Chaowei Xiao Yue Liu Dawn Song Peter Henderson Prateek Mittal AAML 120 12 0 29 May 2024
Diffusion Policy Attacker: Crafting Adversarial Attacks for Diffusion-based Policies Yipu Chen Haotian Xue Yongxin Chen AAML 85 5 0 29 May 2024