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Fooling Vision and Language Models Despite Localization and Attention Mechanism

25 September 2017

Papers citing "Fooling Vision and Language Models Despite Localization and Attention Mechanism"

22 / 22 papers shown

Title
Instruct2Attack: Language-Guided Semantic Adversarial Attacks Jiang-Long Liu Chen Wei Yuxiang Guo Heng Yu Yaoyao Liu Soheil Feizi Chun Pong Lau Rama Chellappa DiffM AAML 176 11 0 27 Nov 2023
Diffusion-Based Adversarial Sample Generation for Improved Stealthiness and ControllabilityNeural Information Processing Systems (NeurIPS), 2023 Haotian Xue Alexandre Araujo Bin Hu Yongxin Chen DiffM 407 79 0 25 May 2023
Trace and Detect Adversarial Attacks on CNNs using Feature Response MapsIAPR International Workshop on Artificial Neural Networks in Pattern Recognition (ANNPR), 2018 Mohammadreza Amirian Friedhelm Schwenker Thilo Stadelmann AAML 119 17 0 24 Aug 2022
Multimodal Research in Vision and Language: A Review of Current and Emerging Trends Shagun Uppal Sarthak Bhagat Devamanyu Hazarika Navonil Majumdar Soujanya Poria Roger Zimmermann Amir Zadeh 245 6 0 19 Oct 2020
Appending Adversarial Frames for Universal Video AttackIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2019 Zhikai Chen Lingxi Xie Zehao Wu Yong He Qi Tian AAML 150 38 0 10 Dec 2019
Adversarial Learning of Deepfakes in Accounting Marco Schreyer Timur Sattarov Bernd Reimer Damian Borth AAML 139 26 0 09 Oct 2019
Adversarial Sensor Attack on LiDAR-based Perception in Autonomous DrivingConference on Computer and Communications Security (CCS), 2019 Yulong Cao Chaowei Xiao Benjamin Cyr Yimeng Zhou Wonseok Park Sara Rampazzi Qi Alfred Chen Kevin Fu Z. Morley Mao AAML 167 594 0 16 Jul 2019
Improving the Robustness of Deep Neural Networks via Adversarial Training with Triplet LossInternational Joint Conference on Artificial Intelligence (IJCAI), 2019 Pengcheng Li Jinfeng Yi Bowen Zhou Lijun Zhang AAML 160 37 0 28 May 2019
Body Shape Privacy in Images: Understanding Privacy and Preventing Automatic Shape Extraction Hosnieh Sattar Katharina Krombholz Gerard Pons-Moll Mario Fritz 3DH 185 3 0 27 May 2019
A Frank-Wolfe Framework for Efficient and Effective Adversarial Attacks Jinghui Chen Dongruo Zhou Jinfeng Yi Quanquan Gu AAML 239 75 0 27 Nov 2018
Parametric Noise Injection: Trainable Randomness to Improve Deep Neural Network Robustness against Adversarial AttackComputer Vision and Pattern Recognition (CVPR), 2018 Adnan Siraj Rakin Zhezhi He Deliang Fan AAML 143 306 0 22 Nov 2018
Attack Graph Convolutional Networks by Adding Fake Nodes Xiaoyun Wang Minhao Cheng Joe Eaton Cho-Jui Hsieh S. F. Wu AAML GNN 283 83 0 25 Oct 2018
Understand, Compose and Respond - Answering Visual Questions by a Composition of Abstract Procedures B. Vatashsky S. Ullman CoGe 122 2 0 25 Oct 2018
Query-Efficient Black-Box Attack by Active Learning Pengcheng Li Jinfeng Yi Lijun Zhang AAML MLAU 125 58 0 13 Sep 2018
Defend Deep Neural Networks Against Adversarial Examples via Fixed and Dynamic Quantized Activation Functions Adnan Siraj Rakin Jinfeng Yi Boqing Gong Deliang Fan AAML MQ 151 51 0 18 Jul 2018
Modularity Matters: Learning Invariant Relational Reasoning Tasks Jason Jo Vikas Verma Yoshua Bengio OOD 123 8 0 18 Jun 2018
Adversarially Robust Generalization Requires More Data Ludwig Schmidt Shibani Santurkar Dimitris Tsipras Kunal Talwar Aleksander Madry OOD AAML 401 837 0 30 Apr 2018
Seq2Sick: Evaluating the Robustness of Sequence-to-Sequence Models with Adversarial Examples Minhao Cheng Jinfeng Yi Pin-Yu Chen Huan Zhang Cho-Jui Hsieh SILM AAML 376 254 0 03 Mar 2018
Fooling OCR Systems with Adversarial Text Images Congzheng Song Vitaly Shmatikov AAML 95 53 0 15 Feb 2018
Threat of Adversarial Attacks on Deep Learning in Computer Vision: A Survey Naveed Akhtar Lin Wang AAML 429 1,976 0 02 Jan 2018
On the Robustness of Semantic Segmentation Models to Adversarial Attacks Anurag Arnab O. Mikšík Juil Sock AAML 322 325 0 27 Nov 2017
Adversarial Attacks Beyond the Image Space Fangyin Wei Chenxi Liu Yu-Siang Wang Weichao Qiu Lingxi Xie Yu-Wing Tai Chi-Keung Tang Alan Yuille AAML 370 158 0 20 Nov 2017