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Explaining and Harnessing Adversarial Examples

20 December 2014

Papers citing "Explaining and Harnessing Adversarial Examples"

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Title
AttackBench: Evaluating Gradient-based Attacks for Adversarial Examples Antonio Emanuele Cinà Jérôme Rony Maura Pintor Christian Scano Ambra Demontis Battista Biggio Ismail Ben Ayed Fabio Roli ELM AAML SILM 145 10 0 30 Apr 2024
Compositional Factorization of Visual Scenes with Convolutional Sparse Coding and Resonator Networks Christopher J. Kymn Sonia Mazelet Annabel Ng Denis Kleyko Bruno A. Olshausen 74 5 0 29 Apr 2024
Harmonic Machine Learning Models are Robust Nicholas S. Kersting Yi Li Aman Mohanty Oyindamola Obisesan Raphael Okochu AAML 89 1 0 29 Apr 2024
Certification of Speaker Recognition Models to Additive Perturbations Dmitrii Korzh Elvir Karimov Mikhail Aleksandrovich Pautov Oleg Y. Rogov Ivan Oseledets 89 3 0 29 Apr 2024
Saliency Suppressed, Semantics Surfaced: Visual Transformations in Neural Networks and the Brain Gustaw Opielka Jessica Loke Steven Scholte 59 0 0 29 Apr 2024
Why You Should Not Trust Interpretations in Machine Learning: Adversarial Attacks on Partial Dependence Plots Xi Xin Giles Hooker Fei Huang AAML 81 7 0 29 Apr 2024
Machine Learning for Windows Malware Detection and Classification: Methods, Challenges and Ongoing Research Daniel Gibert AAML 81 1 0 29 Apr 2024
A robust and scalable framework for hallucination detection in virtual tissue staining and digital pathology Luzhe Huang Yuzhu Li N. Pillar Tal Keidar Haran W. D. Wallace Aydogan Ozcan 76 0 0 29 Apr 2024
SAFE-RL: Saliency-Aware Counterfactual Explainer for Deep Reinforcement Learning Policies Amir Samadi K. Koufos Kurt Debattista M. Dianati 85 5 0 28 Apr 2024
Out-of-distribution Detection in Medical Image Analysis: A survey Zesheng Hong Yubiao Yue Yubin Chen Lele Cong Huanjie Lin ... Jialong Xu Xiaoqi Yang Hechang Chen Zhenzhang Li Sihong Xie OOD 105 7 0 28 Apr 2024
Exploring the Robustness of In-Context Learning with Noisy Labels Chen Cheng Xinzhi Yu Haodong Wen Jinsong Sun Guanzhang Yue Yihao Zhang Zeming Wei NoLa 71 8 0 28 Apr 2024
Cauchy-Schwarz Divergence Information Bottleneck for Regression Shujian Yu Xi Yu Sigurd Løkse Robert Jenssen José C. Príncipe UQCV 88 5 0 27 Apr 2024
Bounding the Expected Robustness of Graph Neural Networks Subject to Node Feature Attacks Yassine Abbahaddou Sofiane Ennadir J. Lutzeyer Michalis Vazirgiannis Henrik Bostrom AAML OOD 93 7 0 27 Apr 2024
Attacking Bayes: On the Adversarial Robustness of Bayesian Neural Networks Yunzhen Feng Tim G. J. Rudner Nikolaos Tsilivis Julia Kempe AAML BDL 138 2 0 27 Apr 2024
Talking Nonsense: Probing Large Language Models' Understanding of Adversarial Gibberish Inputs Valeriia Cherepanova James Zou AAML 102 6 0 26 Apr 2024
Generating Minimalist Adversarial Perturbations to Test Object-Detection Models: An Adaptive Multi-Metric Evolutionary Search Approach Cristopher McIntyre-Garcia Adrien Heymans Beril Borali Won-Sook Lee Shiva Nejati AAML 40 0 0 25 Apr 2024
Energy-Latency Manipulation of Multi-modal Large Language Models via Verbose Samples Kuofeng Gao Jindong Gu Yang Bai Shu-Tao Xia Philip Torr Wei Liu Zhifeng Li 132 13 0 25 Apr 2024
Surprisingly Strong Performance Prediction with Neural Graph Features Gabriela Kadlecová Jovita Lukasik Martin Pilát Petra Vidnerová Mahmoud Safari Roman Neruda Frank Hutter GNN OOD 114 2 0 25 Apr 2024
Towards Precise Observations of Neural Model Robustness in Classification Wenchuan Mu Kwan Hui Lim AAML 52 0 0 25 Apr 2024
Constructing Optimal Noise Channels for Enhanced Robustness in Quantum Machine Learning David Winderl Nicola Franco J. M. Lorenz AAML 69 3 0 25 Apr 2024
Offline Reinforcement Learning with Behavioral Supervisor Tuning Padmanaba Srinivasan William J. Knottenbelt OffRL 67 2 0 25 Apr 2024
Don't Say No: Jailbreaking LLM by Suppressing Refusal Yukai Zhou Jian Lou Zhijie Huang Zhan Qin Yibei Yang Wenjie Wang AAML 116 19 0 25 Apr 2024
An Analysis of Recent Advances in Deepfake Image Detection in an Evolving Threat Landscape Sifat Muhammad Abdullah Aravind Cheruvu Shravya Kanchi Taejoong Chung Peng Gao Murtuza Jadliwala Bimal Viswanath AAML 99 18 0 24 Apr 2024
Unexplored Faces of Robustness and Out-of-Distribution: Covariate Shifts in Environment and Sensor Domains Eunsu Baek Keondo Park Jiyoon Kim Hyung-Sin Kim OODD OOD 122 6 0 24 Apr 2024
An Empirical Study of Aegis Daniel Saragih Paridhi Goel Tejas Balaji Alyssa Li AAML 31 0 0 24 Apr 2024
MISLEAD: Manipulating Importance of Selected features for Learning Epsilon in Evasion Attack Deception Vidit Khazanchi Pavan Kulkarni Yuvaraj Govindarajulu Manojkumar Somabhai Parmar AAML 72 1 0 24 Apr 2024
Perturbing Attention Gives You More Bang for the Buck: Subtle Imaging Perturbations That Efficiently Fool Customized Diffusion Models Jingyao Xu Yuetong Lu Yandong Li Siyang Lu Dongdong Wang Xiang Wei AAML DiffM 77 11 0 23 Apr 2024
Formal Verification of Graph Convolutional Networks with Uncertain Node Features and Uncertain Graph Structure Tobias Ladner Michael Eichelbeck Matthias Althoff GNN 240 0 0 23 Apr 2024
A mean curvature flow arising in adversarial training Leon Bungert Tim Laux Kerrek Stinson AAML 69 4 0 22 Apr 2024
Ungeneralizable Examples Jing Ye Xinchao Wang 99 6 0 22 Apr 2024
U Can't Gen This? A Survey of Intellectual Property Protection Methods for Data in Generative AI Tanja Sarcevic Alicja Karlowicz Rudolf Mayer Ricardo A. Baeza-Yates Andreas Rauber 103 7 0 22 Apr 2024
Explicit Lipschitz Value Estimation Enhances Policy Robustness Against Perturbation Xulin Chen Ruipeng Liu Garret E. Katz 76 0 0 22 Apr 2024
A Survey on Speech Deepfake Detection Menglu Li Yasaman Ahmadiadli Xiao-Ping Zhang 106 25 0 22 Apr 2024
Fermi-Bose Machine achieves both generalization and adversarial robustness Mingshan Xie Yuchen Wang Haiping Huang AAML 60 0 0 21 Apr 2024
Robust EEG-based Emotion Recognition Using an Inception and Two-sided Perturbation Model Shadi Sartipi Müjdat Çetin 43 0 0 21 Apr 2024
Pixel is a Barrier: Diffusion Models Are More Adversarially Robust Than We Think Haotian Xue Yongxin Chen DiffM AAML 113 4 0 20 Apr 2024
Beyond Score Changes: Adversarial Attack on No-Reference Image Quality Assessment from Two Perspectives Chenxi Yang Yujia Liu Dingquan Li Yan Zhong Tingting Jiang 92 3 0 20 Apr 2024
RedactBuster: Entity Type Recognition from Redacted Documents Mirco Beltrame Mauro Conti Pierpaolo Guglielmin Francesco Marchiori Gabriele Orazi 69 0 0 19 Apr 2024
AED-PADA:Improving Generalizability of Adversarial Example Detection via Principal Adversarial Domain Adaptation Heqi Peng Yun-an Wang Ruijie Yang Beichen Li Rui Wang Yuanfang Guo AAML 76 1 0 19 Apr 2024
Proteus: Preserving Model Confidentiality during Graph Optimizations Yubo Gao Maryam Haghifam Christina Giannoula Renbo Tu Gennady Pekhimenko Nandita Vijaykumar AAML 130 1 0 18 Apr 2024
Fortify the Guardian, Not the Treasure: Resilient Adversarial Detectors Raz Lapid Almog Dubin Moshe Sipper AAML 68 4 0 18 Apr 2024
Utilizing Adversarial Examples for Bias Mitigation and Accuracy Enhancement Pushkar Shukla Dhruv Srikanth Lee Cohen Matthew Turk AAML 73 0 0 18 Apr 2024
Global Counterfactual Directions Bartlomiej Sobieski P. Biecek DiffM 152 7 0 18 Apr 2024
Exploring DNN Robustness Against Adversarial Attacks Using Approximate Multipliers Mohammad Javad Askarizadeh Ebrahim Farahmand Jorge Castro-Godínez A. Mahani Laura Cabrera-Quiros C. Salazar-García AAML 74 0 0 17 Apr 2024
Factorized Diffusion: Perceptual Illusions by Noise Decomposition Daniel Geng Inbum Park Andrew Owens DiffM 161 16 0 17 Apr 2024
GenFighter: A Generative and Evolutive Textual Attack Removal Md Athikul Islam Edoardo Serra Sushil Jajodia AAML 45 0 0 17 Apr 2024
Criteria for Uncertainty-based Corner Cases Detection in Instance Segmentation Florian Heidecker A. El-khateeb Maarten Bieshaar Bernhard Sick 87 0 0 17 Apr 2024
Do Counterfactual Examples Complicate Adversarial Training? Eric C. Yeats Cameron Darwin Eduardo Ortega Frank Liu Hai Li DiffM 137 0 0 16 Apr 2024
Adversarial Identity Injection for Semantic Face Image Synthesis Giuseppe Tarollo Tomaso Fontanini Claudio Ferrari Guido Borghi Andrea Prati CVBM GAN 105 3 0 16 Apr 2024
Towards a Novel Perspective on Adversarial Examples Driven by Frequency Zhun Zhang Yi Zeng Qihe Liu Shijie Zhou AAML 62 0 0 16 Apr 2024