Investigating Vulnerability to Adversarial Examples on Multimodal Data
Fusion in Deep Learning

Investigating Vulnerability to Adversarial Examples on Multimodal Data Fusion in Deep Learning

22 May 2020

Byeong Cheon Kim

Papers citing "Investigating Vulnerability to Adversarial Examples on Multimodal Data Fusion in Deep Learning"

13 / 13 papers shown

Title
Revisiting Misalignment in Multispectral Pedestrian Detection: A Language-Driven Approach for Cross-modal Alignment Fusion Taeheon Kim Sangyun Chung Youngjoon Yu Y. Ro CVBM 71 1 0 27 Nov 2024
AI Safety in Practice: Enhancing Adversarial Robustness in Multimodal Image Captioning Maisha Binte Rashid Pablo Rivas 17 2 0 30 Jul 2024
Quantifying and Enhancing Multi-modal Robustness with Modality Preference Zequn Yang Yake Wei Ce Liang Di Hu AAML 19 9 0 09 Feb 2024
What Makes for Robust Multi-Modal Models in the Face of Missing Modalities? Siting Li Chenzhuang Du Yue Zhao Yu Huang Hang Zhao 19 4 0 10 Oct 2023
Impact of architecture on robustness and interpretability of multispectral deep neural networks Charles Godfrey Elise Bishoff Myles Mckay E. Byler 27 0 0 21 Sep 2023
Hardening RGB-D Object Recognition Systems against Adversarial Patch Attacks Yang Zheng Luca Demetrio Antonio Emanuele Cinà Xiaoyi Feng Zhaoqiang Xia Xiaoyue Jiang Ambra Demontis Battista Biggio Fabio Roli AAML 20 2 0 13 Sep 2023
Quantifying the robustness of deep multispectral segmentation models against natural perturbations and data poisoning Elise Bishoff Charles Godfrey Myles Mckay E. Byler AAML 11 1 0 18 May 2023
Adversarial Vulnerability of Temporal Feature Networks for Object Detection Svetlana Pavlitskaya Nikolai Polley Michael Weber J. Marius Zöllner AAML 14 2 0 23 Aug 2022
Contrastive language and vision learning of general fashion concepts P. Chia Giuseppe Attanasio Federico Bianchi Silvia Terragni A. Magalhães Diogo Gonçalves C. Greco Jacopo Tagliabue CLIP 15 42 0 08 Apr 2022
Dual-Key Multimodal Backdoors for Visual Question Answering Matthew Walmer Karan Sikka Indranil Sur Abhinav Shrivastava Susmit Jha AAML 16 34 0 14 Dec 2021
Exploring Adversarial Robustness of Multi-Sensor Perception Systems in Self Driving James Tu Huichen Li Xinchen Yan Mengye Ren Yun Chen Ming Liang E. Bitar Ersin Yumer R. Urtasun AAML 18 75 0 17 Jan 2021
Adversarial Robustness of Deep Sensor Fusion Models Shaojie Wang Tong Wu Ayan Chakrabarti Yevgeniy Vorobeychik AAML 23 10 0 23 Jun 2020
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 446 15,637 0 02 Nov 2015