v1v2v3 (latest)

Explaining and Harnessing Adversarial Examples

20 December 2014

Papers citing "Explaining and Harnessing Adversarial Examples"

50 / 8,382 papers shown

Title
Training robust and generalizable quantum models Julian Berberich Daniel Fink Daniel Pranjić C. Tutschku Christian Holm OOD 80 14 0 20 Nov 2023
AdvGen: Physical Adversarial Attack on Face Presentation Attack Detection Systems Sai Amrit Patnaik Shivali Chansoriya Anil K. Jain A. Namboodiri AAML GAN 89 0 0 20 Nov 2023
ODDR: Outlier Detection & Dimension Reduction Based Defense Against Adversarial Patches Nandish Chattopadhyay Amira Guesmi Muhammad Abdullah Hanif B. Ouni Mohamed Bennai OODD 97 3 0 20 Nov 2023
Token-Level Adversarial Prompt Detection Based on Perplexity Measures and Contextual Information Zhengmian Hu Gang Wu Saayan Mitra Ruiyi Zhang Tong Sun Heng-Chiao Huang Vishy Swaminathan 102 27 0 20 Nov 2023
Beyond Boundaries: A Comprehensive Survey of Transferable Attacks on AI Systems Guangjing Wang Ce Zhou Yuanda Wang Bocheng Chen Hanqing Guo Qiben Yan AAML SILM 144 3 0 20 Nov 2023
Robust Network Slicing: Multi-Agent Policies, Adversarial Attacks, and Defensive Strategies Feng Wang M. C. Gursoy Senem Velipasalar AAML 42 1 0 19 Nov 2023
Boost Adversarial Transferability by Uniform Scale and Mix Mask Method Tao Wang Zijian Ying Qianmu Li Zhichao Lian AAML 122 6 0 18 Nov 2023
Improving Adversarial Transferability by Stable Diffusion Jiayang Liu Siyu Zhu Siyuan Liang Jie Zhang Han Fang Weiming Zhang Ee-Chien Chang AAML DiffM 75 12 0 18 Nov 2023
Towards Robust and Accurate Visual Prompting Qi Li Liangzhi Li Zhouqiang Jiang Bowen Wang VPVLM VLM 66 3 0 18 Nov 2023
PACOL: Poisoning Attacks Against Continual Learners Huayu Li G. Ditzler AAML 63 3 0 18 Nov 2023
Breaking Temporal Consistency: Generating Video Universal Adversarial Perturbations Using Image Models Heeseon Kim Minji Son Minbeom Kim Myung-Joon Kwon Changick Kim AAML 108 7 0 17 Nov 2023
Towards Improving Robustness Against Common Corruptions using Mixture of Class Specific Experts Shashank Kotyan Danilo Vasconcellos Vargas AAML 42 0 0 16 Nov 2023
Breaking Boundaries: Balancing Performance and Robustness in Deep Wireless Traffic Forecasting Romain Ilbert Thai V. Hoang Zonghua Zhang Themis Palpanas OOD AAML 84 0 0 16 Nov 2023
Formal Verification of Long Short-Term Memory based Audio Classifiers: A Star based Approach Neelanjana Pal Taylor T. Johnson 55 0 0 16 Nov 2023
Extending Neural Network Verification to a Larger Family of Piece-wise Linear Activation Functions László Antal Hana Masara Erika Ábrahám 84 0 0 16 Nov 2023
Whispers of Doubt Amidst Echoes of Triumph in NLP Robustness Ashim Gupta Rishanth Rajendhran Nathan Stringham Vivek Srikumar Ana Marasović AAML 90 3 0 16 Nov 2023
Trustworthy Large Models in Vision: A Survey Ziyan Guo Li Xu Jun Liu MU 138 0 0 16 Nov 2023
Robust Contrastive Learning With Theory Guarantee Ngoc N. Tran Lam C. Tran Hoang Phan Anh-Vu Bui Tung Pham Toan M. Tran Dinh Q. Phung Trung Le SSL NoLa 77 0 0 16 Nov 2023
Beyond Detection: Unveiling Fairness Vulnerabilities in Abusive Language Models Yueqing Liang Lu Cheng Ali Payani Kai Shu 71 3 0 15 Nov 2023
Fast Certification of Vision-Language Models Using Incremental Randomized Smoothing Ashutosh Nirala Ameya Joshi Chinmay Hegde S Sarkar VLM 89 0 0 15 Nov 2023
Adversarially Robust Spiking Neural Networks Through Conversion Ozan Özdenizci Robert Legenstein AAML 86 10 0 15 Nov 2023
On The Relationship Between Universal Adversarial Attacks And Sparse Representations Dana Weitzner Raja Giryes AAML 121 0 0 14 Nov 2023
The Impact of Adversarial Node Placement in Decentralized Federated Learning Networks Adam Piaseczny Eric Ruzomberka Rohit Parasnis Christopher G. Brinton FedML 92 0 0 14 Nov 2023
Towards Improving Robustness Against Common Corruptions in Object Detectors Using Adversarial Contrastive Learning Shashank Kotyan Danilo Vasconcellos Vargas AAML 52 0 0 14 Nov 2023
Generalization Analogies: A Testbed for Generalizing AI Oversight to Hard-To-Measure Domains Joshua Clymer Garrett Baker Rohan Subramani Sam Wang 104 6 0 13 Nov 2023
On the Robustness of Neural Collapse and the Neural Collapse of Robustness Jingtong Su Ya Shi Zhang Nikolaos Tsilivis Julia Kempe AAML 68 7 0 13 Nov 2023
Adversarial Purification for Data-Driven Power System Event Classifiers with Diffusion Models Yuanbin Cheng Koji Yamashita Jim Follum Nanpeng Yu AAML 112 2 0 13 Nov 2023
Robust Text Classification: Analyzing Prototype-Based Networks Zhivar Sourati D. Deshpande Filip Ilievski Kiril Gashteovski S. Saralajew OOD OffRL 85 2 0 11 Nov 2023
CALLOC: Curriculum Adversarial Learning for Secure and Robust Indoor Localization Danish Gufran S. Pasricha AAML 69 7 0 10 Nov 2023
1-Lipschitz Neural Networks are more expressive with N-Activations Bernd Prach Christoph H. Lampert AAML FAtt 60 0 0 10 Nov 2023
Learning-Based Biharmonic Augmentation for Point Cloud Classification Jiacheng Wei Guosheng Lin Henghui Ding Jie Hu Kim-Hui Yap 3DPC 81 1 0 10 Nov 2023
Robust Adversarial Attacks Detection for Deep Learning based Relative Pose Estimation for Space Rendezvous Ziwei Wang Nabil Aouf Jose Pizarro Christophe Honvault AAML 65 0 0 10 Nov 2023
Honest Score Client Selection Scheme: Preventing Federated Learning Label Flipping Attacks in Non-IID Scenarios Yanli Li Huaming Chen Wei Bao Zhengmeng Xu Dong Yuan AAML 79 5 0 10 Nov 2023
MPGemmFI: A Fault Injection Technique for Mixed Precision GEMM in ML Applications Bo Fang Xinyi Li Harvey Dam Cheng Tan S. Hari ... Dingwen Tao Ganesh Gopalakrishnan Prashant J. Nair Kevin J. Barker Ang Li 46 0 0 09 Nov 2023
Embedding Space Interpolation Beyond Mini-Batch, Beyond Pairs and Beyond Examples Shashanka Venkataramanan Ewa Kijak Laurent Amsaleg Yannis Avrithis 84 4 0 09 Nov 2023
ABIGX: A Unified Framework for eXplainable Fault Detection and Classification Yue Zhuo Jinchuan Qian Zhihuan Song Zhiqiang Ge 39 1 0 09 Nov 2023
SCAAT: Improving Neural Network Interpretability via Saliency Constrained Adaptive Adversarial Training Rui Xu Wenkang Qin Peixiang Huang Hao Wang Lin Luo FAtt AAML 66 3 0 09 Nov 2023
Cross-Silo Federated Learning Across Divergent Domains with Iterative Parameter Alignment Matt Gorbett Hossein Shirazi Indrakshi Ray FedML 87 2 0 08 Nov 2023
DP-DCAN: Differentially Private Deep Contrastive Autoencoder Network for Single-cell Clustering Huifa Li Jie Fu Zhili Chen Xiaomin Yang Haitao Liu Xinpeng Ling 65 1 0 06 Nov 2023
Successive Model-Agnostic Meta-Learning for Few-Shot Fault Time Series Prognosis Hai Su Jiajun Hu Songsen Yu AI4TS 62 2 0 04 Nov 2023
Efficient Black-Box Adversarial Attacks on Neural Text Detectors Vitalii Fishchuk Daniel Braun AAML DeLMO 51 4 0 03 Nov 2023
Universal Perturbation-based Secret Key-Controlled Data Hiding Donghua Wang Wenbiao Yao Tingsong Jiang Xiaoqian Chen AAML 116 0 0 03 Nov 2023
Disentangled Representation Learning with Transmitted Information Bottleneck Zhuohang Dang Minnan Luo Chengyou Jia Guangwen Dai Jihong Wang Xiao Chang Jingdong Wang Qinghua Zheng 90 4 0 03 Nov 2023
Adv3D: Generating Safety-Critical 3D Objects through Closed-Loop Simulation Jay Sarva Jingkang Wang James Tu Yuwen Xiong S. Manivasagam R. Urtasun 126 10 0 02 Nov 2023
Distilling Out-of-Distribution Robustness from Vision-Language Foundation Models Andy Zhou Jindong Wang Yu-Xiong Wang Haohan Wang VLM 103 6 0 02 Nov 2023
Improving Robustness via Tilted Exponential Layer: A Communication-Theoretic Perspective Bhagyashree Puranik Ahmad Beirami Yao Qin Upamanyu Madhow AAML 70 0 0 02 Nov 2023
Adversary ML Resilience in Autonomous Driving Through Human Centered Perception Mechanisms Aakriti Shah AAML 42 0 0 02 Nov 2023
Stochastic Smoothed Gradient Descent Ascent for Federated Minimax Optimization Wei Shen Minhui Huang Jiawei Zhang Cong Shen FedML 110 2 0 02 Nov 2023
Adversarial Examples in the Physical World: A Survey Jiakai Wang Xianglong Liu Jin Hu Donghua Wang Siyang Wu Tingsong Jiang Wenbiao Yao Aishan Liu Aishan Liu Jiantao Zhou AAML 113 4 0 01 Nov 2023
Magmaw: Modality-Agnostic Adversarial Attacks on Machine Learning-Based Wireless Communication Systems Jung-Woo Chang Ke Sun Nasimeh Heydaribeni Seira Hidano Xinyu Zhang F. Koushanfar AAML 87 1 0 01 Nov 2023