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Explaining and Harnessing Adversarial Examples

20 December 2014

Papers citing "Explaining and Harnessing Adversarial Examples"

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Title
Embodied Active Defense: Leveraging Recurrent Feedback to Counter Adversarial Patches Lingxuan Wu Xiao Yang Yinpeng Dong Liuwei Xie Hang Su Jun Zhu AAML 89 2 0 31 Mar 2024
On Inherent Adversarial Robustness of Active Vision Systems Amitangshu Mukherjee Timur Ibrayev Kaushik Roy AAML 88 0 0 29 Mar 2024
Benchmarking the Robustness of Temporal Action Detection Models Against Temporal Corruptions Runhao Zeng Xiaoyong Chen Jiaming Liang Huisi Wu Guangzhong Cao Yong Guo AAML 99 4 0 29 Mar 2024
Imperceptible Protection against Style Imitation from Diffusion Models Namhyuk Ahn Wonhyuk Ahn Kiyoon Yoo Daesik Kim Seung-Hun Nam WIGM AAML DiffM 87 6 0 28 Mar 2024
Genos: General In-Network Unsupervised Intrusion Detection by Rule Extraction Ruoyu Li Qing Li Yu Zhang Dan Zhao Xi Xiao Yong Jiang 58 3 0 28 Mar 2024
Uncertainty-Aware Deep Video Compression with Ensembles Wufei Ma Jiahao Li Bin Li Yan Lu 61 10 0 28 Mar 2024
Towards Understanding Dual BN In Hybrid Adversarial Training Chenshuang Zhang Chaoning Zhang Kang Zhang Axi Niu Junmo Kim In So Kweon AAML 89 1 0 28 Mar 2024
MMCert: Provable Defense against Adversarial Attacks to Multi-modal Models Yanting Wang Hongye Fu Wei Zou Jinyuan Jia AAML 60 2 0 28 Mar 2024
Towards Sustainable SecureML: Quantifying Carbon Footprint of Adversarial Machine Learning Syed Mhamudul Hasan Abdur R. Shahid Ahmed Imteaj AAML 63 4 0 27 Mar 2024
CosalPure: Learning Concept from Group Images for Robust Co-Saliency Detection Jiayi Zhu Qing Guo Felix Juefei Xu Yihao Huang Yang Liu G. Pu DiffM AAML 37 1 0 27 Mar 2024
SemRoDe: Macro Adversarial Training to Learn Representations That are Robust to Word-Level Attacks Brian Formento Wenjie Feng Chuan-Sheng Foo Anh Tuan Luu See-Kiong Ng AAML 106 7 0 27 Mar 2024
Uncertainty-Aware SAR ATR: Defending Against Adversarial Attacks via Bayesian Neural Networks Tian Ye Rajgopal Kannan Viktor Prasanna Carl E. Busart AAML 74 1 0 27 Mar 2024
Bayesian Learned Models Can Detect Adversarial Malware For Free Bao Gia Doan Dang Quang Nguyen Paul Montague Tamas Abraham O. Vel S. Çamtepe S. Kanhere Ehsan Abbasnejad Damith C. Ranasinghe AAML 75 1 0 27 Mar 2024
Image-based Novel Fault Detection with Deep Learning Classifiers using Hierarchical Labels N. Sergin Jiayu Huang Tzyy-Shuh Chang Hao Yan 57 3 0 26 Mar 2024
DataCook: Crafting Anti-Adversarial Examples for Healthcare Data Copyright Protection Sihan Shang Jiancheng Yang Zhenglong Sun Pascal Fua 93 0 0 26 Mar 2024
Boosting Adversarial Training via Fisher-Rao Norm-based Regularization Xiangyu Yin Wenjie Ruan AAML 50 4 0 26 Mar 2024
FaultGuard: A Generative Approach to Resilient Fault Prediction in Smart Electrical Grids Emad Efatinasab Francesco Marchiori Alessandro Brighente M. Rampazzo Mauro Conti AAML 75 4 0 26 Mar 2024
Don't Listen To Me: Understanding and Exploring Jailbreak Prompts of Large Language Models Zhiyuan Yu Xiaogeng Liu Shunning Liang Zach Cameron Chaowei Xiao Ning Zhang 97 54 0 26 Mar 2024
Physical 3D Adversarial Attacks against Monocular Depth Estimation in Autonomous Driving Junhao Zheng Chenhao Lin Jiahao Sun Zhengyu Zhao Qian Li Chao Shen 89 23 0 26 Mar 2024
Bidirectional Consistency Models Liangchen Li Jiajun He DiffM 162 15 0 26 Mar 2024
The Anatomy of Adversarial Attacks: Concept-based XAI Dissection Georgii Mikriukov Gesina Schwalbe Franz Motzkus Korinna Bade AAML 77 1 0 25 Mar 2024
DeepKnowledge: Generalisation-Driven Deep Learning Testing S. Missaoui Simos Gerasimou Nikolaos Matragkas 78 1 0 25 Mar 2024
$$\textit{LinkPrompt}$: Natural and Universal Adversarial Attacks on Prompt-based Language Models$ $\textit{LinkPrompt}$ : Natural and Universal Adversarial Attacks on Prompt-based Language Models Yue Xu Wenjie Wang SILM AAML 95 2 0 25 Mar 2024
Ensemble Adversarial Defense via Integration of Multiple Dispersed Low Curvature Models Kaikang Zhao Xi Chen Wei Huang Liuxin Ding Xianglong Kong Fan Zhang AAML 82 1 0 25 Mar 2024
Subspace Defense: Discarding Adversarial Perturbations by Learning a Subspace for Clean Signals Rui Zheng Yuhao Zhou Zhiheng Xi Tao Gui Qi Zhang Xuanjing Huang AAML 83 0 0 24 Mar 2024
Deep Domain Adaptation: A Sim2Real Neural Approach for Improving Eye-Tracking Systems Viet Dung Nguyen Reynold J. Bailey Gabriel J. Diaz Chengyi Ma Alexander Fix Alexander Ororbia OOD 84 4 0 23 Mar 2024
Adversarial Defense Teacher for Cross-Domain Object Detection under Poor Visibility Conditions Kaiwen Wang Yinzhe Shen Martin Lauer ObjD 97 0 0 23 Mar 2024
Convection-Diffusion Equation: A Theoretically Certified Framework for Neural Networks Tangjun Wang Chenglong Bao Zuoqiang Shi DiffM 81 1 0 23 Mar 2024
Robust optimization for adversarial learning with finite sample complexity guarantees André Bertolace Konstatinos Gatsis Kostas Margellos AAML 68 1 0 22 Mar 2024
Cryptic Bytes: WebAssembly Obfuscation for Evading Cryptojacking Detection Haakon Harnes Donn Morrison 80 2 0 22 Mar 2024
Enhancing Effectiveness and Robustness in a Low-Resource Regime via Decision-Boundary-aware Data Augmentation Kyohoon Jin Junho Lee Juhwan Choi Sangmin Song Youngbin Kim 74 0 0 22 Mar 2024
Few-Shot Adversarial Prompt Learning on Vision-Language Models Yiwei Zhou Xiaobo Xia Zhiwei Lin Bo Han Tongliang Liu VLM 106 16 0 21 Mar 2024
Adversary-Robust Graph-Based Learning of WSIs Saba Heidari Gheshlaghi Milan Aryal Nasim Yahyasoltani Masoud Ganji OOD AAML 87 0 0 21 Mar 2024
Reversible Jump Attack to Textual Classifiers with Modification Reduction Mingze Ni Zhensu Sun Wei Liu AAML 61 0 0 21 Mar 2024
Text-Enhanced Data-free Approach for Federated Class-Incremental Learning Minh-Tuan Tran Trung Le Xuan-May Le Mehrtash Harandi Dinh Q. Phung CLL 112 10 0 21 Mar 2024
Adversarial Attacks and Defenses in Fault Detection and Diagnosis: A Comprehensive Benchmark on the Tennessee Eastman Process Vitaliy Pozdnyakov Aleksandr Kovalenko Ilya Makarov Mikhail Drobyshevskiy Kirill Lukyanov AAML 84 6 0 20 Mar 2024
DD-RobustBench: An Adversarial Robustness Benchmark for Dataset Distillation Yifan Wu Jiawei Du Ping Liu Yuewei Lin Wenqing Cheng Wei Xu DD AAML 103 5 0 20 Mar 2024
Robust NAS under adversarial training: benchmark, theory, and beyond Yongtao Wu Fanghui Liu Carl-Johann Simon-Gabriel Grigorios G. Chrysos Volkan Cevher AAML OOD 92 5 0 19 Mar 2024
As Firm As Their Foundations: Can open-sourced foundation models be used to create adversarial examples for downstream tasks? Anjun Hu Jindong Gu Francesco Pinto Konstantinos Kamnitsas Philip Torr AAML SILM 86 5 0 19 Mar 2024
Understanding and Improving Training-free Loss-based Diffusion Guidance Yifei Shen Xinyang Jiang Yezhen Wang Yifan Yang Dongqi Han Dongsheng Li FaML 86 14 0 19 Mar 2024
Sim2Real in Reconstructive Spectroscopy: Deep Learning with Augmented Device-Informed Data Simulation Jiyi Chen Pengyu Li Yutong Wang Pei-Cheng Ku Qing Qu 89 3 0 19 Mar 2024
ADAPT to Robustify Prompt Tuning Vision Transformers Masih Eskandar Tooba Imtiaz Zifeng Wang Jennifer Dy VPVLM VLM AAML 98 0 0 19 Mar 2024
SSCAE -- Semantic, Syntactic, and Context-aware natural language Adversarial Examples generator J. Asl Mohammad H. Rafiei Manar Alohaly Daniel Takabi AAML SILM 45 3 0 18 Mar 2024
LocalStyleFool: Regional Video Style Transfer Attack Using Segment Anything Model Yuxin Cao Jinghao Li Xi Xiao Derui Wang Minhui Xue Hao Ge Wei Liu Guangwu Hu AAML 89 1 0 18 Mar 2024
Robust Overfitting Does Matter: Test-Time Adversarial Purification With FGSM Linyu Tang Lei Zhang AAML 87 5 0 18 Mar 2024
Benchmarking the Robustness of UAV Tracking Against Common Corruptions Xiaoqiong Liu Yunhe Feng Shu Hu Xiaohui Yuan Heng Fan AAML 82 0 0 18 Mar 2024
Defense Against Adversarial Attacks on No-Reference Image Quality Models with Gradient Norm Regularization Yujia Liu Chenxi Yang Dingquan Li Jianhao Ding Tingting Jiang 81 5 0 18 Mar 2024
COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic Circuits Mintong Kang Nezihe Merve Gürel Linyi Li Yue Liu 95 5 0 17 Mar 2024
Forging the Forger: An Attempt to Improve Authorship Verification via Data Augmentation Silvia Corbara Alejandro Moreo AAML 62 0 0 17 Mar 2024
RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning J. Asl Prajwal Panzade Eduardo Blanco Daniel Takabi Zhipeng Cai SSL 53 2 0 17 Mar 2024