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2208.14933
Cited By
Membership Inference Attacks by Exploiting Loss Trajectory
Conference on Computer and Communications Security (CCS), 2022
31 August 2022
Yiyong Liu
Subrat Kishore Dutta
Michael Backes
Yang Zhang
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Papers citing
"Membership Inference Attacks by Exploiting Loss Trajectory"
16 / 66 papers shown
Chameleon: Increasing Label-Only Membership Leakage with Adaptive Poisoning
International Conference on Learning Representations (ICLR), 2023
Harsh Chaudhari
Giorgio Severi
Alina Oprea
Jonathan R. Ullman
288
7
0
05 Oct 2023
SLMIA-SR: Speaker-Level Membership Inference Attacks against Speaker Recognition Systems
Network and Distributed System Security Symposium (NDSS), 2023
Guangke Chen
Yedi Zhang
Fu Song
236
13
0
14 Sep 2023
White-box Membership Inference Attacks against Diffusion Models
Proceedings on Privacy Enhancing Technologies (PoPETs), 2023
Yan Pang
Tianhao Wang
Xu Kang
Mengdi Huai
Yang Zhang
AAML
DiffM
286
38
0
11 Aug 2023
DREAM: Domain-free Reverse Engineering Attributes of Black-box Model
Rongqing Li
Jiaqi Yu
Changsheng Li
Tong Lu
Ye Yuan
Guoren Wang
MLAU
174
0
0
20 Jul 2023
Membership Inference Attacks on DNNs using Adversarial Perturbations
Hassan Ali
Adnan Qayyum
Ala I. Al-Fuqaha
Junaid Qadir
AAML
272
3
0
11 Jul 2023
Quantum Solutions to the Privacy vs. Utility Tradeoff
Sagnik Chatterjee
Vyacheslav Kungurtsev
147
0
0
06 Jul 2023
Extracting Cloud-based Model with Prior Knowledge
Songtao Zhao
Kangjie Chen
Meng Hao
Jian Zhang
Guowen Xu
Hongwei Li
Tianwei Zhang
AAML
MIACV
SILM
MLAU
SLR
391
6
0
07 Jun 2023
Membership inference attack with relative decision boundary distance
Jiacheng Xu
Chengxiang Tan
191
2
0
07 Jun 2023
Membership Inference Attacks against Language Models via Neighbourhood Comparison
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Justus Mattern
Fatemehsadat Mireshghallah
Zhijing Jin
Bernhard Schölkopf
Mrinmaya Sachan
Taylor Berg-Kirkpatrick
MIALM
475
272
0
29 May 2023
Membership Inference Attack for Beluga Whales Discrimination
Ecological Informatics (Ecol. Inform.), 2023
Voncarlos Marcelo Araújo
Sébastien Gambs
Clément Chion
Robert Michaud
L. Schneider
H. Lautraite
190
2
0
28 Feb 2023
Membership Inference of Diffusion Models
Hailong Hu
Jun Pang
181
48
0
24 Jan 2023
DeepTaster: Adversarial Perturbation-Based Fingerprinting to Identify Proprietary Dataset Use in Deep Neural Networks
Asia-Pacific Computer Systems Architecture Conference (ACSA), 2022
Seonhye Park
A. Abuadbba
Shuo Wang
Kristen Moore
Yansong Gao
Hyoungshick Kim
Surya Nepal
AAML
110
3
0
24 Nov 2022
Provable Membership Inference Privacy
Zachary Izzo
Chang Jo Kim
Sercan O. Arik
James Zou
198
6
0
12 Nov 2022
Canary in a Coalmine: Better Membership Inference with Ensembled Adversarial Queries
Yuxin Wen
Arpit Bansal
Hamid Kazemi
Eitan Borgnia
Micah Goldblum
Jonas Geiping
Tom Goldstein
MIACV
276
40
0
19 Oct 2022
Membership Inference Attacks Against Text-to-image Generation Models
Yixin Wu
Ning Yu
Zheng Li
Michael Backes
Yang Zhang
DiffM
197
79
0
03 Oct 2022
Thieves on Sesame Street! Model Extraction of BERT-based APIs
International Conference on Learning Representations (ICLR), 2019
Kalpesh Krishna
Gaurav Singh Tomar
Ankur P. Parikh
Nicolas Papernot
Mohit Iyyer
MIACV
MLAU
563
231
0
27 Oct 2019
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