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Explaining and Harnessing Adversarial Examples

20 December 2014

Papers citing "Explaining and Harnessing Adversarial Examples"

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Title
Hijacking Attacks against Neural Networks by Analyzing Training Data Yunjie Ge Qian Wang Huayang Huang Qi Li Cong Wang Chao Shen Lingchen Zhao Peipei Jiang Zheng Fang Shenyi Zhang 101 0 0 18 Jan 2024
HCVP: Leveraging Hierarchical Contrastive Visual Prompt for Domain Generalization Guanglin Zhou Zhongyi Han Shiming Chen Erdun Gao Liming Zhu Tongliang Liu Lina Yao Kun Zhang 96 3 0 18 Jan 2024
Artwork Protection Against Neural Style Transfer Using Locally Adaptive Adversarial Color Attack Zhongliang Guo Junhao Dong Yifei Qian Kaixuan Wang Weiye Li Ziheng Guo Yuheng Wang Yanli Li Ognjen Arandjelović Lei Fang AAML 110 11 0 18 Jan 2024
MITS-GAN: Safeguarding Medical Imaging from Tampering with Generative Adversarial Networks Giovanni Pasqualino Luca Guarnera A. Ortis Sebastiano Battiato MedIm 96 4 0 17 Jan 2024
Towards Scalable and Robust Model Versioning Wenxin Ding A. Bhagoji Ben Y. Zhao Haitao Zheng AAML 96 0 0 17 Jan 2024
An Optimal Transport Approach for Computing Adversarial Training Lower Bounds in Multiclass Classification Nicolas García Trillos Matt Jacobs Jakwang Kim Matthew Werenski AAML 67 2 0 17 Jan 2024
Rethinking Impersonation and Dodging Attacks on Face Recognition Systems Fengfan Zhou Qianyu Zhou Bangjie Yin Hui Zheng Xuequan Lu Lizhuang Ma Heifei Ling AAML 83 4 0 17 Jan 2024
Evaluating the Utility of Conformal Prediction Sets for AI-Advised Image Labeling Dongping Zhang Angelos Chatzimparmpas Negar Kamali Jessica Hullman 156 8 0 16 Jan 2024
The Effect of Intrinsic Dataset Properties on Generalization: Unraveling Learning Differences Between Natural and Medical Images Nicholas Konz Maciej A. Mazurowski 83 7 0 16 Jan 2024
Robust Localization of Key Fob Using Channel Impulse Response of Ultra Wide Band Sensors for Keyless Entry Systems A. Kolli Filippo Casamassima Horst Possegger Horst Bischof AAML 64 1 0 16 Jan 2024
Bag of Tricks to Boost Adversarial Transferability Zeliang Zhang Rongyi Zhu Wei Yao Xiaosen Wang Chenliang Xu AAML 91 11 0 16 Jan 2024
Robustness Against Adversarial Attacks via Learning Confined Adversarial Polytopes Shayan Mohajer Hamidi Linfeng Ye AAML 74 3 0 15 Jan 2024
Predominant Aspects on Security for Quantum Machine Learning: Literature Review Nicola Franco Alona Sakhnenko Leon Stolpmann Daniel Thuerck Fabian Petsch Annika Rüll J. M. Lorenz 72 9 0 15 Jan 2024
Left-right Discrepancy for Adversarial Attack on Stereo Networks Pengfei Wang Xiaofei Hui Beijia Lu Nimrod Lilith Jun Liu Sameer Alam AAML 98 2 0 14 Jan 2024
Exploring Adversarial Attacks against Latent Diffusion Model from the Perspective of Adversarial Transferability Junxi Chen Junhao Dong Xiaohua Xie AAML DiffM 47 5 0 13 Jan 2024
Adversarial Examples are Misaligned in Diffusion Model Manifolds P. Lorenz Ricard Durall Jansi Keuper DiffM 160 1 0 12 Jan 2024
ML-On-Rails: Safeguarding Machine Learning Models in Software Systems A Case Study Hala Abdelkader Mohamed Abdelrazek Scott Barnett Jean-Guy Schneider Priya Rani Rajesh Vasa 87 4 0 12 Jan 2024
Surrogate Neural Networks Local Stability for Aircraft Predictive Maintenance Mélanie Ducoffe Guillaume Povéda Audrey Galametz Ryma Boumazouza Marion-Cécile Martin Julien Baris D. Daverschot Eugene O’Higgins 21 2 0 11 Jan 2024
GE-AdvGAN: Improving the transferability of adversarial samples by gradient editing-based adversarial generative model Zhiyu Zhu Huaming Chen Xinyi Wang Jiayu Zhang Zhibo Jin Kim-Kwang Raymond Choo Jun Shen Dong Yuan 52 8 0 11 Jan 2024
Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems Tianyu Cui Yanling Wang Chuanpu Fu Yong Xiao Sijia Li ... Junwu Xiong Xinyu Kong ZuJie Wen Ke Xu Qi Li 165 64 0 11 Jan 2024
Designing for Appropriate Reliance: The Roles of AI Uncertainty Presentation, Initial User Decision, and User Demographics in AI-Assisted Decision-Making Shiye Cao Anqi Liu Chien-Ming Huang 66 12 0 11 Jan 2024
Exploring Vulnerabilities of No-Reference Image Quality Assessment Models: A Query-Based Black-Box Method Chenxi Yang Yujia Liu Dingquan Li Tingting Jiang 99 7 0 10 Jan 2024
Entity Recognition from Colloquial Text T. Babaian Jennifer Xu 65 5 0 09 Jan 2024
Revisiting Adversarial Training at Scale Zeyu Wang Xianhang Li Hongru Zhu Cihang Xie 133 19 0 09 Jan 2024
Machine unlearning through fine-grained model parameters perturbation Zhiwei Zuo Zhuo Tang KenLi Li Anwitaman Datta AAML MU 147 0 0 09 Jan 2024
Pre-trained Model Guided Fine-Tuning for Zero-Shot Adversarial Robustness Sibo Wang Jie Zhang Zheng Yuan Shiguang Shan VLM 109 24 0 09 Jan 2024
LAMPAT: Low-Rank Adaption for Multilingual Paraphrasing Using Adversarial Training Khoi M. Le Trinh Pham Tho Quan Anh Tuan Luu 83 7 0 09 Jan 2024
Dense Hopfield Networks in the Teacher-Student Setting Robin Thériault Daniele Tantari AAML 85 4 0 08 Jan 2024
Robustness Assessment of a Runway Object Classifier for Safe Aircraft Taxiing Y. Elboher R. Elsaleh Omri Isac Mélanie Ducoffe Audrey Galametz Guillaume Povéda Ryma Boumazouza Noémie Cohen Guy Katz AAML 108 5 0 08 Jan 2024
Identifying Important Group of Pixels using Interactions Kosuke Sumiyasu Kazuhiko Kawamoto Hiroshi Kera 75 2 0 08 Jan 2024
Invisible Reflections: Leveraging Infrared Laser Reflections to Target Traffic Sign Perception Takami Sato Sri Hrushikesh Varma Bhupathiraju Michael Clifford Takeshi Sugawara Qi Alfred Chen Sara Rampazzi AAML 64 17 0 07 Jan 2024
Data-Driven Subsampling in the Presence of an Adversarial Actor Abu Shafin Mohammad Mahdee Jameel Ahmed P. Mohamed Jinho Yi Aly El Gamal Akshay Malhotra 38 0 0 07 Jan 2024
Data-Dependent Stability Analysis of Adversarial Training Yihan Wang Shuang Liu Xiao-Shan Gao 70 4 0 06 Jan 2024
Transferable Learned Image Compression-Resistant Adversarial Perturbations Yang Sui Zhuohang Li Ding Ding Xiang Pan Xiaozhong Xu Shan Liu Zhenzhong Chen AAML 65 0 0 06 Jan 2024
Calibration Attacks: A Comprehensive Study of Adversarial Attacks on Model Confidence Stephen Obadinma Xiaodan Zhu Hongyu Guo AAML 61 1 0 05 Jan 2024
A Random Ensemble of Encrypted models for Enhancing Robustness against Adversarial Examples Ryota Iijima Sayaka Shiota Hitoshi Kiya AAML 53 0 0 05 Jan 2024
AdvSQLi: Generating Adversarial SQL Injections against Real-world WAF-as-a-service Zhenqing Qu Xiang Ling Ting Wang Xiang Chen Shouling Ji Chunming Wu AAML 69 12 0 05 Jan 2024
Demonstration of an Adversarial Attack Against a Multimodal Vision Language Model for Pathology Imaging Poojitha Thota Jai Prakash Veerla Partha Sai Guttikonda M. Nasr Shirin Nilizadeh Jacob M. Luber AAML 85 9 0 04 Jan 2024
A Survey Analyzing Generalization in Deep Reinforcement Learning Ezgi Korkmaz OffRL 74 3 0 04 Jan 2024
Evasive Hardware Trojan through Adversarial Power Trace Behnam Omidi Khaled N. Khasawneh Ihsen Alouani 70 0 0 04 Jan 2024
DEM: A Method for Certifying Deep Neural Network Classifier Outputs in Aerospace Guy Katz Natan Levy Idan Refaeli Raz Yerushalmi AAML 55 0 0 04 Jan 2024
Enhancing Generalization of Invisible Facial Privacy Cloak via Gradient Accumulation Xuannan Liu Yaoyao Zhong Weihong Deng Hongzhi Shi Xingchen Cui Yunfeng Yin Dongchao Wen PICV FedML 65 1 0 03 Jan 2024
The Art of Deception: Robust Backdoor Attack using Dynamic Stacking of Triggers Orson Mengara AAML 103 4 0 03 Jan 2024
FullLoRA: Efficiently Boosting the Robustness of Pretrained Vision Transformers Zheng Yuan Jie Zhang Shiguang Shan Xilin Chen 110 4 0 03 Jan 2024
SpecFormer: Guarding Vision Transformer Robustness via Maximum Singular Value Penalization Xixu Hu Runkai Zheng Jindong Wang Cheuk Hang Leung Qi Wu Xing Xie 57 1 0 02 Jan 2024
JMA: a General Algorithm to Craft Nearly Optimal Targeted Adversarial Example B. Tondi Wei Guo Mauro Barni AAML 35 0 0 02 Jan 2024
Dual Teacher Knowledge Distillation with Domain Alignment for Face Anti-spoofing Zhe Kong Wentian Zhang Tao Wang Kaihao Zhang Yuexiang Li Xiaoying Tang Wenhan Luo AAML CVBM 70 1 0 02 Jan 2024
Null Space Properties of Neural Networks with Applications to Image Steganography Xiang Li Kevin M. Short AAML 59 0 0 01 Jan 2024
Explainability-Driven Leaf Disease Classification Using Adversarial Training and Knowledge Distillation Sebastian-Vasile Echim Iulian-Marius Taiatu Dumitru-Clementin Cercel Florin-Catalin Pop 102 1 0 30 Dec 2023
CamPro: Camera-based Anti-Facial Recognition Wenjun Zhu Yuan Sun Jiani Liu Yushi Cheng Xiaoyu Ji Wei Dong PICV 77 1 0 30 Dec 2023