Isolation and Induction: Training Robust Deep Neural Networks against
Model Stealing Attacks

Isolation and Induction: Training Robust Deep Neural Networks against Model Stealing Attacks

2 August 2023

Xianglong Liu

Papers citing "Isolation and Induction: Training Robust Deep Neural Networks against Model Stealing Attacks"

10 / 10 papers shown

Title
Model-Guardian: Protecting against Data-Free Model Stealing Using Gradient Representations and Deceptive Predictions Yunfei Yang Xiaojun Chen Yuexin Xuan Zhendong Zhao AAML 67 0 0 23 Mar 2025
CopyrightShield: Spatial Similarity Guided Backdoor Defense against Copyright Infringement in Diffusion Models Zhixiang Guo Siyuan Liang Aishan Liu Dacheng Tao AAML 76 1 0 02 Dec 2024
Efficient Backdoor Defense in Multimodal Contrastive Learning: A Token-Level Unlearning Method for Mitigating Threats Kuanrong Liu Siyuan Liang Jiawei Liang Pengwen Dai Xiaochun Cao MU AAML 36 1 0 29 Sep 2024
Towards Robust Object Detection: Identifying and Removing Backdoors via Module Inconsistency Analysis Xianda Zhang Siyuan Liang AAML 28 2 0 24 Sep 2024
Compromising Embodied Agents with Contextual Backdoor Attacks Aishan Liu Yuguang Zhou Xianglong Liu Tianyuan Zhang Siyuan Liang ... Tianlin Li Junqi Zhang Wenbo Zhou Qing-Wu Guo Dacheng Tao LLMAG AAML 39 8 0 06 Aug 2024
Multimodal Unlearnable Examples: Protecting Data against Multimodal Contrastive Learning Xinwei Liu Xiaojun Jia Yuan Xun Siyuan Liang Xiaochun Cao 42 7 0 23 Jul 2024
Towards Robust Physical-world Backdoor Attacks on Lane Detection Xinwei Zhang Aishan Liu Tianyuan Zhang Siyuan Liang Xianglong Liu AAML 47 10 0 09 May 2024
Unlearning Backdoor Threats: Enhancing Backdoor Defense in Multimodal Contrastive Learning via Local Token Unlearning Siyuan Liang Kuanrong Liu Jiajun Gong Jiawei Liang Yuan Xun Ee-Chien Chang Xiaochun Cao AAML MU 34 13 0 24 Mar 2024
Dual Attention Suppression Attack: Generate Adversarial Camouflage in Physical World Jiakai Wang Aishan Liu Zixin Yin Shunchang Liu Shiyu Tang Xianglong Liu AAML 143 194 0 01 Mar 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