Title
Immunizing Images from Text to Image Editing via Adversarial Cross-Attention Matteo Trippodo Federico Becattini Lorenzo Seidenari DiffM AAML 120 0 0 12 Sep 2025
DUP: Detection-guided Unlearning for Backdoor Purification in Language Models Man Hu Yahui Ding Yatao Yang Liangyu Chen Yanhao Jia Shuai Zhao AAML MU 130 3 0 03 Aug 2025
Beyond Vulnerabilities: A Survey of Adversarial Attacks as Both Threats and Defenses in Computer Vision Systems Zhongliang Guo Shuai Zhao Yanli Li Weiye Li Chun Tong Lei Shuai Zhao Lei Fang Ognjen Arandjelović Chun Pong Lau AAML 202 2 0 03 Aug 2025
Towards more transferable adversarial attack in black-box manner Chun Tong Lei Zhongliang Guo Hon Chung Lee Minh Quoc Duong Chun Pong Lau DiffM AAML 733 2 0 23 May 2025
My Face Is Mine, Not Yours: Facial Protection Against Diffusion Model Face Swapping Hon Ming Yam Zhongliang Guo Chun Pong Lau DiffM AAML 229 1 0 21 May 2025
T2ICount: Enhancing Cross-modal Understanding for Zero-Shot CountingComputer Vision and Pattern Recognition (CVPR), 2025 Shuai Zhao Zhongliang Guo Bowen Deng Chun Tong Lei Shuai Zhao Chun Pong Lau Xiaopeng Hong Michael P. Pound DiffM 503 8 0 28 Feb 2025
Protective Perturbations against Unauthorized Data Usage in Diffusion-based Image GenerationInternational Conference on Advanced Cloud and Big Data (ICACBD), 2024 Sen Peng Jijia Yang Mingyue Wang Jianfei He Xiaohua Jia DiffM 198 1 0 25 Dec 2024
Threats and Defenses in Federated Learning Life Cycle: A Comprehensive Survey and Challenges Yanli Li Zhongliang Guo Nan Yang Huaming Chen Dong Yuan Weiping Ding FedML 277 17 0 09 Jul 2024
Artwork Protection Against Neural Style Transfer Using Locally Adaptive Adversarial Color Attack Zhongliang Guo Junhao Dong Shuai Zhao Kaixuan Wang Weiye Li Ziheng Guo Yuheng Wang Yanli Li Ognjen Arandjelović Lei Fang AAML 346 17 0 18 Jan 2024
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 215 11 0 27 Nov 2023
Toward effective protection against diffusion based mimicry through score distillationInternational Conference on Learning Representations (ICLR), 2023 Haotian Xue Chumeng Liang Xiaoyu Wu Yongxin Chen DiffM AAML 409 59 0 02 Oct 2023
A White-Box False Positive Adversarial Attack Method on Contrastive Loss Based Offline Handwritten Signature Verification ModelsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 Zhongliang Guo Weiye Li Shuai Zhao Ognjen Arandjelovic Lei Fang AAML 266 19 0 17 Aug 2023
Mist: Towards Improved Adversarial Examples for Diffusion Models Chumeng Liang Xiaoyu Wu DiffM 208 84 0 22 May 2023
Raising the Cost of Malicious AI-Powered Image EditingInternational Conference on Machine Learning (ICML), 2023 Hadi Salman Alaa Khaddaj Guillaume Leclerc Andrew Ilyas Aleksander Madry DiffM 244 161 0 13 Feb 2023
Adversarial Example Does Good: Preventing Painting Imitation from Diffusion Models via Adversarial ExamplesInternational Conference on Machine Learning (ICML), 2023 Chumeng Liang Xiaoyu Wu Yang Hua Jiaru Zhang Yiming Xue Tao Song Zhengui Xue Ruhui Ma Haibing Guan DiffM WIGM 225 182 0 09 Feb 2023
Glaze: Protecting Artists from Style Mimicry by Text-to-Image ModelsUSENIX Security Symposium (USENIX Security), 2023 Shawn Shan Jenna Cryan Emily Wenger Haitao Zheng Rana Hanocka Ben Y. Zhao WIGM 497 241 0 08 Feb 2023
Alleviating Adversarial Attacks on Variational Autoencoders with MCMCNeural Information Processing Systems (NeurIPS), 2022 Anna Kuzina Max Welling Jakub M. Tomczak AAML DRL 201 14 0 18 Mar 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and GenerationInternational Conference on Machine Learning (ICML), 2022 Junnan Li Dongxu Li Caiming Xiong Guosheng Lin MLLM BDL VLM CLIP 1.3K 5,673 0 28 Jan 2022
High-Resolution Image Synthesis with Latent Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2021 Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer DiffM 2.6K 20,839 0 20 Dec 2021
Interpolated Joint Space Adversarial Training for Robust and Generalizable Defenses Chun Pong Lau Jiang-Long Liu Hossein Souri Wei-An Lin Soheil Feizi Ramalingam Chellappa AAML 220 17 0 12 Dec 2021
Vector-quantized Image Modeling with Improved VQGANInternational Conference on Learning Representations (ICLR), 2021 Jiahui Yu Xin Li Jing Yu Koh Han Zhang Ruoming Pang James Qin Alexander Ku Yuanzhong Xu Jason Baldridge Yonghui Wu ViT VLM DRL 471 672 0 09 Oct 2021
Torch.manual_seed(3407) is all you need: On the influence of random seeds in deep learning architectures for computer vision David Picard 3DV VLM 222 116 0 16 Sep 2021
Variational Diffusion Models Diederik P. Kingma Tim Salimans Ben Poole Jonathan Ho DiffM 839 1,351 0 01 Jul 2021
Diffusion Models Beat GANs on Image SynthesisNeural Information Processing Systems (NeurIPS), 2021 Prafulla Dhariwal Alex Nichol 2.5K 10,265 0 11 May 2021
VideoGPT: Video Generation using VQ-VAE and Transformers Wilson Yan Yunzhi Zhang Pieter Abbeel A. Srinivas ViT VGen 605 638 0 20 Apr 2021
Taming Transformers for High-Resolution Image SynthesisComputer Vision and Pattern Recognition (CVPR), 2020 Patrick Esser Robin Rombach Bjorn Ommer ViT 651 3,747 0 17 Dec 2020
Denoising Diffusion Implicit ModelsInternational Conference on Learning Representations (ICLR), 2020 Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 1.5K 10,154 0 06 Oct 2020
Dual Manifold Adversarial Robustness: Defense against Lp and non-Lp Adversarial AttacksNeural Information Processing Systems (NeurIPS), 2020 Wei-An Lin Chun Pong Lau Alexander Levine Ramalingam Chellappa Soheil Feizi AAML 244 63 0 05 Sep 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 4.8K 25,499 0 19 Jun 2020
PyTorch: An Imperative Style, High-Performance Deep Learning LibraryNeural Information Processing Systems (NeurIPS), 2019 Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 976 48,480 0 03 Dec 2019
Nesterov Accelerated Gradient and Scale Invariance for Adversarial AttacksInternational Conference on Learning Representations (ICLR), 2019 Jiadong Lin Chuanbiao Song Kun He Liwei Wang John E. Hopcroft AAML 661 700 0 17 Aug 2019
Generating Diverse High-Fidelity Images with VQ-VAE-2Neural Information Processing Systems (NeurIPS), 2019 Ali Razavi Aaron van den Oord Oriol Vinyals DRL BDL 563 2,122 0 02 Jun 2019
Preventing Posterior Collapse with delta-VAEs Ali Razavi Aaron van den Oord Ben Poole Oriol Vinyals DRL 267 180 0 10 Jan 2019
Adversarial Attacks on Variational Autoencoders George Gondim-Ribeiro Pedro Tabacof Eduardo Valle AAML DRL 122 44 0 12 Jun 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 2.0K 15,140 0 11 Jan 2018
Towards Deep Learning Models Resistant to Adversarial Attacks Aleksander Madry Aleksandar Makelov Ludwig Schmidt Dimitris Tsipras Adrian Vladu SILM OOD 1.3K 13,679 0 19 Jun 2017
Adversarial examples for generative models Jernej Kos Ian S. Fischer Basel Alomair GAN 187 283 0 22 Feb 2017
Adversarial Images for Variational Autoencoders Pedro Tabacof Julia Tavares Eduardo Valle DRL AAML 137 89 0 01 Dec 2016
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 998 21,367 0 21 Nov 2016
Generating Images with Perceptual Similarity Metrics based on Deep Networks Alexey Dosovitskiy Thomas Brox DRL GAN 392 1,178 0 08 Feb 2016
Explaining and Harnessing Adversarial ExamplesInternational Conference on Learning Representations (ICLR), 2014 Ian Goodfellow Jonathon Shlens Christian Szegedy AAML GAN 1.5K 20,947 0 20 Dec 2014
Very Deep Convolutional Networks for Large-Scale Image RecognitionInternational Conference on Learning Representations (ICLR), 2014 Karen Simonyan Andrew Zisserman FAtt MDE 3.6K 108,044 0 04 Sep 2014
Intriguing properties of neural networksInternational Conference on Learning Representations (ICLR), 2013 Christian Szegedy Wojciech Zaremba Ilya Sutskever Joan Bruna D. Erhan Ian Goodfellow Rob Fergus AAML 725 15,980 1 21 Dec 2013