Certified Zeroth-order Black-Box Defense with Robust UNet Denoiser

Certified Zeroth-order Black-Box Defense with Robust UNet Denoiser

13 April 2023

Siddhesh Bangar

Shiníchi Satoh

Papers citing "Certified Zeroth-order Black-Box Defense with Robust UNet Denoiser"

9 / 9 papers shown

Title
Perturbation-efficient Zeroth-order Optimization for Hardware-friendly On-device Training Qitao Tan Sung-En Chang Rui Xia Huidong Ji Chence Yang ... Zheng Zhan Zhou Zou Y. Wang Jin Lu Geng Yuan 39 0 0 28 Apr 2025
Privacy-preserving Universal Adversarial Defense for Black-box Models Qiao Li Cong Wu Jing Chen Zijun Zhang Kun He Ruiying Du Xinxin Wang Qingchuang Zhao Yang Liu AAML 44 4 0 20 Aug 2024
Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark Yihua Zhang Pingzhi Li Junyuan Hong Jiaxiang Li Yimeng Zhang ... Wotao Yin Mingyi Hong Zhangyang Wang Sijia Liu Tianlong Chen 12 12 0 18 Feb 2024
DeepZero: Scaling up Zeroth-Order Optimization for Deep Model Training Aochuan Chen Yimeng Zhang Jinghan Jia James Diffenderfer Jiancheng Liu Konstantinos Parasyris Yihua Zhang Zheng-Wei Zhang B. Kailkhura Sijia Liu 22 43 0 03 Oct 2023
Certified Patch Robustness via Smoothed Vision Transformers Hadi Salman Saachi Jain Eric Wong Aleksander Mkadry AAML 55 57 0 11 Oct 2021
Perturbated Gradients Updating within Unit Space for Deep Learning Ching-Hsun Tseng Liu Cheng Shin-Jye Lee Xiaojun Zeng 20 5 0 01 Oct 2021
Unsupervised Domain Adaptation in the Dissimilarity Space for Person Re-identification Djebril Mekhazni Amran Bhuiyan G. Ekladious Eric Granger OOD 71 92 0 27 Jul 2020
Reluplex: An Efficient SMT Solver for Verifying Deep Neural Networks Guy Katz Clark W. Barrett D. Dill Kyle D. Julian Mykel Kochenderfer AAML 219 1,818 0 03 Feb 2017
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Robust Semantic Pixel-Wise Labelling Vijay Badrinarayanan Ankur Handa R. Cipolla SSeg 161 783 0 27 May 2015