Universal adversarial perturbations

26 October 2016

Seyed-Mohsen Moosavi-Dezfooli

Papers citing "Universal adversarial perturbations"

50 / 1,266 papers shown

Title
Persistent Backdoor Attacks in Continual Learning Zhen Guo Abhinav Kumar R. Tourani AAML 35 3 0 20 Sep 2024
One-Index Vector Quantization Based Adversarial Attack on Image Classification Haiju Fan Xiaona Qin Shuang Chen Hubert P. H. Shum Ming Li 28 0 0 02 Sep 2024
DNN-GDITD: Out-of-distribution detection via Deep Neural Network based Gaussian Descriptor for Imbalanced Tabular Data Priyanka Chudasama Anil Surisetty Aakarsh Malhotra Alok Singh 34 0 0 02 Sep 2024
Adversarial Attacks and Defenses in Multivariate Time-Series Forecasting for Smart and Connected Infrastructures Pooja Krishan Rohan Mohapatra Saptarshi Sengupta AAML 48 0 0 27 Aug 2024
Towards Aligned Data Removal via Twin Machine Unlearning Zheng Lin Zheng Lin Yuyao Sun Rong Jin Yuhang Wang Haichang Gao Zhenxing Niu MU 37 0 0 21 Aug 2024
Statistical Challenges with Dataset Construction: Why You Will Never Have Enough Images Josh Goldman John K. Tsotsos 41 1 0 20 Aug 2024
Towards Efficient Formal Verification of Spiking Neural Network Baekryun Seong Jieung Kim Sang-Ki Ko 39 0 0 20 Aug 2024
Segment-Anything Models Achieve Zero-shot Robustness in Autonomous Driving Jun Yan Pengyu Wang Danni Wang Weiquan Huang Daniel Watzenig Huilin Yin AAML VLM 28 3 0 19 Aug 2024
Malacopula: adversarial automatic speaker verification attacks using a neural-based generalised Hammerstein model Massimiliano Todisco Michele Panariello Xin Wang Héctor Delgado K. Lee Nicholas W. D. Evans AAML 23 8 0 17 Aug 2024
Sample-agnostic Adversarial Perturbation for Vision-Language Pre-training Models Haonan Zheng Wen Jiang Xinyang Deng Wenrui Li VLM AAML 31 2 0 06 Aug 2024
ALIF: Low-Cost Adversarial Audio Attacks on Black-Box Speech Platforms using Linguistic Features Peng Cheng Yuwei Wang Peng Huang Zhongjie Ba Xiaodong Lin Feng Lin Liwang Lu Kui Ren AAML 35 6 0 03 Aug 2024
Joint Universal Adversarial Perturbations with Interpretations Liang-bo Ning Zeyu Dai Wenqi Fan Jingran Su Chao Pan Luning Wang Qing Li AAML 45 2 0 03 Aug 2024
Downstream Transfer Attack: Adversarial Attacks on Downstream Models with Pre-trained Vision Transformers Weijie Zheng Xingjun Ma Hanxun Huang Zuxuan Wu Yu-Gang Jiang AAML 40 0 0 03 Aug 2024
Resilience and Security of Deep Neural Networks Against Intentional and Unintentional Perturbations: Survey and Research Challenges Sazzad Sayyed Milin Zhang Shahriar Rifat A. Swami Michael De Lucia Francesco Restuccia 40 1 0 31 Jul 2024
Exploring Loss Landscapes through the Lens of Spin Glass Theory Hao Liao Wei Zhang Zhanyi Huang Zexiao Long Mingyang Zhou Xiaoqun Wu Rui Mao Chi Ho Yeung 56 2 0 30 Jul 2024
CLIP-Guided Networks for Transferable Targeted Attacks Hao Fang Jiawei Kong Bin Chen Tao Dai Hao Wu Shu-Tao Xia AAML 68 4 0 14 Jul 2024
Rethinking the Threat and Accessibility of Adversarial Attacks against Face Recognition Systems Yuxin Cao Yumeng Zhu Derui Wang Sheng Wen Minhui Xue Jin Lu Hao Ge AAML 48 0 0 11 Jul 2024
A Survey of Attacks on Large Vision-Language Models: Resources, Advances, and Future Trends Daizong Liu Mingyu Yang Xiaoye Qu Pan Zhou Yu Cheng Wei Hu ELM AAML 37 25 0 10 Jul 2024
EvolBA: Evolutionary Boundary Attack under Hard-label Black Box condition Ayane Tajima Satoshi Ono AAML 27 0 0 02 Jul 2024
Artificial Immune System of Secure Face Recognition Against Adversarial Attacks Min Ren Yunlong Wang Yuhao Zhu Yongzhen Huang Zhenan Sun Qi Li Tieniu Tan 43 2 0 26 Jun 2024
Contextual Interaction via Primitive-based Adversarial Training For Compositional Zero-shot Learning Suyi Li Chenyi Jiang Shidong Wang Yang Long Zheng Zhang Haofeng Zhang CoGe 34 0 0 21 Jun 2024
Explainable AI Security: Exploring Robustness of Graph Neural Networks to Adversarial Attacks Tao Wu Canyixing Cui Xingping Xian Shaojie Qiao Chao Wang Lin Yuan Shui Yu AAML 44 0 0 20 Jun 2024
Analyzing Multi-Head Attention on Trojan BERT Models Jingwei Wang 45 0 0 12 Jun 2024
Texture Re-scalable Universal Adversarial Perturbation Yihao Huang Qing Guo Felix Juefei-Xu Ming Hu Xiaojun Jia Xiaochun Cao Geguang Pu Yang Liu AAML 37 7 0 10 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 40 13 0 08 Jun 2024
Adversarial Tuning: Defending Against Jailbreak Attacks for LLMs Fan Liu Zhao Xu Hao Liu AAML 51 10 0 07 Jun 2024
Learning Visual Prompts for Guiding the Attention of Vision Transformers Razieh Rezaei Masoud Jalili Sabet Jindong Gu Daniel Rueckert Philip Torr Ashkan Khakzar 37 5 0 05 Jun 2024
Constraint-based Adversarial Example Synthesis Fang Yu Ya-Yu Chi Yu-Fang Chen AAML 40 0 0 03 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 51 1 0 02 Jun 2024
Generalization Bound and New Algorithm for Clean-Label Backdoor Attack Lijia Yu Shuang Liu Yibo Miao Xiao-Shan Gao Lijun Zhang AAML 36 6 0 02 Jun 2024
Resurrecting Old Classes with New Data for Exemplar-Free Continual Learning Dipam Goswami Albin Soutif--Cormerais Yuyang Liu Sandesh Kamath Bartlomiej Twardowski Joost van de Weijer AAML 30 15 0 29 May 2024
The Uncanny Valley: Exploring Adversarial Robustness from a Flatness Perspective Nils Philipp Walter Linara Adilova Jilles Vreeken Michael Kamp AAML 51 2 0 27 May 2024
Benchmarking and Improving Bird's Eye View Perception Robustness in Autonomous Driving Shaoyuan Xie Lingdong Kong Wenwei Zhang Jiawei Ren Liang Pan Kai-xiang Chen Ziwei Liu AAML 60 10 0 27 May 2024
Semantic-guided Prompt Organization for Universal Goal Hijacking against LLMs Yihao Huang Chong Wang Xiaojun Jia Qing Guo Felix Juefei Xu Jian Zhang G. Pu Yang Liu 36 9 0 23 May 2024
Relational DNN Verification With Cross Executional Bound Refinement Debangshu Banerjee Gagandeep Singh AAML 29 5 0 16 May 2024
Properties that allow or prohibit transferability of adversarial attacks among quantized networks Abhishek Shrestha Jürgen Grossmann AAML 26 0 0 15 May 2024
Cross-Input Certified Training for Universal Perturbations Changming Xu Gagandeep Singh AAML 33 2 0 15 May 2024
Multi-Object Tracking in the Dark Xinzhe Wang Kang Ma Qiankun Liu Yunhao Zou Ying Fu VOT 49 5 0 10 May 2024
Exploring the Interplay of Interpretability and Robustness in Deep Neural Networks: A Saliency-guided Approach Amira Guesmi Nishant Suresh Aswani Mohamed Bennai FAtt AAML 37 1 0 10 May 2024
Universal Adversarial Perturbations for Vision-Language Pre-trained Models Pengfei Zhang Zi Huang Guangdong Bai AAML 44 11 0 09 May 2024
UnsafeBench: Benchmarking Image Safety Classifiers on Real-World and AI-Generated Images Y. Qu Xinyue Shen Yixin Wu Michael Backes Savvas Zannettou Yang Zhang EGVM 42 12 0 06 May 2024
Robust Decentralized Learning with Local Updates and Gradient Tracking Sajjad Ghiasvand Amirhossein Reisizadeh Mahnoosh Alizadeh Ramtin Pedarsani 42 3 0 02 May 2024
Attack on Scene Flow using Point Clouds Haniyeh Ehsani Oskouie M. Moin S. Kasaei 3DPC AAML 31 0 0 21 Apr 2024
Logit Calibration and Feature Contrast for Robust Federated Learning on Non-IID Data Yu Qiao Chaoning Zhang Apurba Adhikary Choong Seon Hong FedML 41 7 0 10 Apr 2024
Greedy-DiM: Greedy Algorithms for Unreasonably Effective Face Morphs Zander W. Blasingame Chen Liu 38 6 0 09 Apr 2024
Evaluating Adversarial Robustness: A Comparison Of FGSM, Carlini-Wagner Attacks, And The Role of Distillation as Defense Mechanism Trilokesh Ranjan Sarkar Nilanjan Das Pralay Sankar Maitra Bijoy Some Ritwik Saha Orijita Adhikary Bishal Bose Jaydip Sen AAML 24 0 0 05 Apr 2024
Towards Robust 3D Pose Transfer with Adversarial Learning Haoyu Chen Hao Tang Ehsan Adeli Guoying Zhao 3DH AAML 38 2 0 02 Apr 2024
Red-Teaming Segment Anything Model K. Jankowski Bartlomiej Sobieski Mateusz Kwiatkowski J. Szulc Michael F. Janik Hubert Baniecki P. Biecek VLM AAML 48 3 0 02 Apr 2024
Deep Support Vectors Junhoo Lee Hyunho Lee Kyomin Hwang Nojun Kwak 46 0 0 26 Mar 2024
Enhancing Out-of-Distribution Detection with Multitesting-based Layer-wise Feature Fusion Jiawei Li Sitong Li Shanshan Wang Yicheng Zeng Falong Tan Chuanlong Xie OODD 46 1 0 16 Mar 2024