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2203.03929
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Quantifying Privacy Risks of Masked Language Models Using Membership Inference Attacks
8 March 2022
Fatemehsadat Mireshghallah
Kartik Goyal
Archit Uniyal
Taylor Berg-Kirkpatrick
Reza Shokri
MIALM
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Papers citing
"Quantifying Privacy Risks of Masked Language Models Using Membership Inference Attacks"
22 / 122 papers shown
Title
"Do Anything Now": Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models
Xinyue Shen
Zhenpeng Chen
Michael Backes
Yun Shen
Yang Zhang
SILM
237
367
0
07 Aug 2023
What can we learn from Data Leakage and Unlearning for Law?
Jaydeep Borkar
PILM
MU
123
14
0
19 Jul 2023
Ethicist: Targeted Training Data Extraction Through Loss Smoothed Soft Prompting and Calibrated Confidence Estimation
Zhexin Zhang
Jiaxin Wen
Minlie Huang
74
42
0
10 Jul 2023
Membership Inference Attacks against Language Models via Neighbourhood Comparison
Justus Mattern
Fatemehsadat Mireshghallah
Zhijing Jin
Bernhard Schölkopf
Mrinmaya Sachan
Taylor Berg-Kirkpatrick
MIALM
172
225
0
29 May 2023
Training Data Extraction From Pre-trained Language Models: A Survey
Shotaro Ishihara
157
51
0
25 May 2023
Are Chatbots Ready for Privacy-Sensitive Applications? An Investigation into Input Regurgitation and Prompt-Induced Sanitization
Aman Priyanshu
Supriti Vijay
Ayush Kumar
Rakshit Naidu
Fatemehsadat Mireshghallah
SILM
161
27
0
24 May 2023
Trade-Offs Between Fairness and Privacy in Language Modeling
Cleo Matzken
Steffen Eger
Ivan Habernal
SILM
186
6
0
24 May 2023
Watermarking Text Data on Large Language Models for Dataset Copyright
Yixin Liu
Hongsheng Hu
Xun Chen
Xuyun Zhang
Lichao Sun
WaLM
131
27
0
22 May 2023
The "code'' of Ethics:A Holistic Audit of AI Code Generators
Wanlun Ma
Yiliao Song
Minhui Xue
Sheng Wen
Yang Xiang
81
11
0
22 May 2023
Smaller Language Models are Better Black-box Machine-Generated Text Detectors
Niloofar Mireshghallah
Justus Mattern
Sicun Gao
Reza Shokri
Taylor Berg-Kirkpatrick
DeLMO
221
51
0
17 May 2023
Dual Use Concerns of Generative AI and Large Language Models
A. Grinbaum
Laurynas Adomaitis
MedIm
AI4CE
101
21
0
13 May 2023
Does Prompt-Tuning Language Model Ensure Privacy?
Shangyu Xie
Wei Dai
Esha Ghosh
Sambuddha Roy
Dan Schwartz
Kim Laine
SILM
129
4
0
07 Apr 2023
Complex QA and language models hybrid architectures, Survey
Xavier Daull
P. Bellot
Emmanuel Bruno
Vincent Martin
Elisabeth Murisasco
ELM
370
17
0
17 Feb 2023
Bounding Training Data Reconstruction in DP-SGD
Jamie Hayes
Saeed Mahloujifar
Borja Balle
AAML
FedML
181
53
0
14 Feb 2023
Targeted Attack on GPT-Neo for the SATML Language Model Data Extraction Challenge
Ali Al-Kaswan
Maliheh Izadi
Arie van Deursen
SILM
71
10
0
13 Feb 2023
Analyzing Leakage of Personally Identifiable Information in Language Models
Nils Lukas
A. Salem
Robert Sim
Shruti Tople
Lukas Wutschitz
Santiago Zanella Béguelin
PILM
283
280
0
01 Feb 2023
Membership Inference Attacks and Generalization: A Causal Perspective
Teodora Baluta
Shiqi Shen
S. Hitarth
Shruti Tople
Prateek Saxena
OOD
MIACV
132
24
0
18 Sep 2022
A Blessing of Dimensionality in Membership Inference through Regularization
Jasper Tan
Daniel LeJeune
Blake Mason
Hamid Javadi
Richard G. Baraniuk
111
20
0
27 May 2022
Memorization in NLP Fine-tuning Methods
Fatemehsadat Mireshghallah
Archit Uniyal
Tianhao Wang
David Evans
Taylor Berg-Kirkpatrick
AAML
198
46
0
25 May 2022
Memorization Without Overfitting: Analyzing the Training Dynamics of Large Language Models
Kushal Tirumala
Aram H. Markosyan
Luke Zettlemoyer
Armen Aghajanyan
TDI
183
222
0
22 May 2022
Truth Serum: Poisoning Machine Learning Models to Reveal Their Secrets
Florian Tramèr
Reza Shokri
Ayrton San Joaquin
Hoang Minh Le
Matthew Jagielski
Sanghyun Hong
Nicholas Carlini
MIACV
179
128
0
31 Mar 2022
Parameters or Privacy: A Provable Tradeoff Between Overparameterization and Membership Inference
Jasper Tan
Blake Mason
Hamid Javadi
Richard G. Baraniuk
FedML
137
20
0
02 Feb 2022
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