Towards Robust Neural Image Compression: Adversarial Attack and Model
Finetuning

Towards Robust Neural Image Compression: Adversarial Attack and Model Finetuning

16 December 2021

Tong Chen

Zhan Ma

Papers citing "Towards Robust Neural Image Compression: Adversarial Attack and Model Finetuning"

17 / 17 papers shown

Title
Bitstream Collisions in Neural Image Compression via Adversarial Perturbations Jordan Madden Lhamo Dorje Xiaohua Li AAML 42 0 0 25 Mar 2025
Exploring adversarial robustness of JPEG AI: methodology, comparison and new methods Egor Kovalev Georgii Bychkov Khaled Abud A. Gushchin Anna Chistyakova Sergey Lavrushkin D. Vatolin Anastasia Antsiferova AAML 69 2 0 18 Nov 2024
SLIC: Secure Learned Image Codec through Compressed Domain Watermarking to Defend Image Manipulation Chen-Hsiu Huang Ja-Ling Wu 18 1 0 19 Oct 2024
A Taxonomy of Miscompressions: Preparing Image Forensics for Neural Compression Nora Hofer Rainer Bohme MedIm 24 3 0 09 Sep 2024
Approximately Invertible Neural Network for Learned Image Compression Yanbo Gao Meng Fu Shuai Li Chong Lv Xun Cai Hui Yuan Mao Ye 18 0 0 30 Aug 2024
Survey on Visual Signal Coding and Processing with Generative Models: Technologies, Standards and Optimization Zhibo Chen Heming Sun Li Zhang Fan Zhang 40 3 0 23 May 2024
Revisiting the Adversarial Robustness of Vision Language Models: a Multimodal Perspective Wanqi Zhou Shuanghao Bai Qibin Zhao Badong Chen VLM AAML 44 5 0 30 Apr 2024
A Training-Free Defense Framework for Robust Learned Image Compression Myungseo Song Jinyoung Choi Bohyung Han AAML 19 4 0 22 Jan 2024
Transferable Learned Image Compression-Resistant Adversarial Perturbations Yang Sui Zhuohang Li Ding Ding Xiang Pan Xiaozhong Xu Shan Liu Zhenzhong Chen AAML 18 0 0 06 Jan 2024
MLIC++: Linear Complexity Multi-Reference Entropy Modeling for Learned Image Compression Wei Jiang Jiayu Yang Yongqi Zhai Feng Gao Ronggang Wang 39 32 0 28 Jul 2023
Improving Multi-generation Robustness of Learned Image Compression Litian Li Zheng Yang Ronggang Wang 19 2 0 31 Oct 2022
Pre-trained Adversarial Perturbations Y. Ban Yinpeng Dong AAML 62 22 0 07 Oct 2022
MALICE: Manipulation Attacks on Learned Image ComprEssion Kang Liu Di Wu Yi-Ren Wang Dan Feng Benjamin Tan S. Garg AAML 8 1 0 26 May 2022
Transformer-based Image Compression Ming-Tse Lu Peiyao Guo Huiqing Shi Chuntong Cao Zhan Ma ViT 64 103 0 12 Nov 2021
Deep Image Destruction: Vulnerability of Deep Image-to-Image Models against Adversarial Attacks Jun-Ho Choi Huan Zhang Jun-Hyuk Kim Cho-Jui Hsieh Jong-Seok Lee VLM 19 7 0 30 Apr 2021
Transferable Adversarial Attacks for Image and Video Object Detection Xingxing Wei Siyuan Liang Ning Chen Xiaochun Cao AAML 77 221 0 30 Nov 2018
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 287 5,837 0 08 Jul 2016