From 2aaeeab0b8e75638dc5959bb20fd27918dc5f286 Mon Sep 17 00:00:00 2001 From: Daizong Liu Date: Fri, 11 Jul 2025 11:17:53 +0800 Subject: [PATCH] update 7.11.2025 --- README.md | 10 +++++++++- 1 file changed, 9 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 80de188..f188320 100644 --- a/README.md +++ b/README.md @@ -28,7 +28,7 @@ Here, we've summarized existing LVLM Attack methods in our survey paper👍. - [Data Poisoning](#Data-Poisoning) - [Special Attacks For LVLM Applications](#Special-Attacks-For-LVLM-Applications) -
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--- @@ -447,6 +447,10 @@ Here, we've summarized existing LVLM Attack methods in our survey paper👍. * Siyuan Liang, Jiawei Liang, Tianyu Pang, Chao Du, Aishan Liu, Ee-Chien Chang, Xiaochun Cao * National University of Singapore, Sun Yat-sen University, Beihang University * [Arxiv2024] https://arxiv.org/abs/2406.18844 +* **TrojVLM: Backdoor Attack Against Vision Language Models** | # + * Weimin Lyu, Lu Pang, Tengfei Ma, Haibin Ling, Chao Chen + * Stony Brook University + * [ECCV2024] https://link.springer.com/chapter/10.1007/978-3-031-73650-6_27 * **Membership Inference Attacks against Large Vision-Language Models** | [Github](https://github.com/LIONS-EPFL/VL-MIA) * Zhan Li, Yongtao Wu, Yihang Chen, Francesco Tonin, Elias Abad Rocamora, Volkan Cevher * University of California @@ -455,6 +459,10 @@ Here, we've summarized existing LVLM Attack methods in our survey paper👍. * Yuke Hu, Zheng Li, Zhihao Liu, Yang Zhang, Zhan Qin, Kui Ren, Chun Chen * Zhejiang University, Shandong University, CISPA Helmholtz Center for Information Security * [USENIX'25] https://arxiv.org/abs/2501.18624 +* **Backdooring Vision-Language Models with Out-Of-Distribution Data** | # + * Weimin Lyu, Jiachen Yao, Saumya Gupta, Lu Pang, Tao Sun, Lingjie Yi, Lijie Hu, Haibin Ling, Chao Chen + * Stony Brook University, King Abdullah University of Science and Technology + * [ICLR2025] https://openreview.net/forum?id=tZozeR3VV7 * **Stealthy Backdoor Attack in Self-Supervised Learning Vision Encoders for Large Vision Language Models** | # * Zhaoyi Liu, Huan Zhang * University of Illinois Urbana-Champaign