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2305.11759
Cited By
Controlling the Extraction of Memorized Data from Large Language Models via Prompt-Tuning
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
19 May 2023
Mustafa Safa Ozdayi
Charith Peris
Jack G. M. FitzGerald
Christophe Dupuy
Jimit Majmudar
Haidar Khan
Rahil Parikh
Rahul Gupta
Re-assign community
ArXiv (abs)
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HuggingFace (2 upvotes)
Papers citing
"Controlling the Extraction of Memorized Data from Large Language Models via Prompt-Tuning"
29 / 29 papers shown
CoSPED: Consistent Soft Prompt Targeted Data Extraction and Defense
Yang Zhuochen
Fok Kar Wai
Thing Vrizlynn
AAML
SILM
250
0
0
13 Oct 2025
SALAD: Systematic Assessment of Machine Unlearning on LLM-Aided Hardware Design
Workshop on Machine Learning for CAD (ML4CAD), 2025
Zeng Wang
Minghao Shao
Rupesh Karn
Jitendra Bhandari
Likhitha Mankali
Ramesh Karri
Ozgur Sinanoglu
Muhammad Shafique
J. Knechtel
332
7
0
02 Jun 2025
Malicious and Unintentional Disclosure Risks in Large Language Models for Code Generation
Rafiqul Rabin
Sean McGregor
Nick Judd
AAML
PILM
246
0
0
27 Mar 2025
VeriLeaky: Navigating IP Protection vs Utility in Fine-Tuning for LLM-Driven Verilog Coding
Zeng Wang
Minghao Shao
M. Nabeel
P. Roy
Likhitha Mankali
Jitendra Bhandari
Ramesh Karri
Ozgur Sinanoglu
Muhammad Shafique
J. Knechtel
525
9
0
17 Mar 2025
Mitigating Memorization in LLMs using Activation Steering
Manan Suri
Nishit Anand
Amisha Bhaskar
LLMSV
331
7
0
08 Mar 2025
Privacy Ripple Effects from Adding or Removing Personal Information in Language Model Training
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Jaydeep Borkar
Matthew Jagielski
Katherine Lee
Niloofar Mireshghallah
David A. Smith
Christopher A. Choquette-Choo
PILM
670
6
0
21 Feb 2025
Privacy in Fine-tuning Large Language Models: Attacks, Defenses, and Future Directions
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2024
Hao Du
Shang Liu
Lele Zheng
Yang Cao
Atsuyoshi Nakamura
Lei Chen
AAML
482
14
0
21 Dec 2024
Do LLMs Know to Respect Copyright Notice?
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Jialiang Xu
Shenglan Li
Zhaozhuo Xu
Denghui Zhang
273
16
0
02 Nov 2024
Undesirable Memorization in Large Language Models: A Survey
Ali Satvaty
Suzan Verberne
Fatih Turkmen
ELM
PILM
568
23
0
03 Oct 2024
Unlocking Memorization in Large Language Models with Dynamic Soft Prompting
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Zhepeng Wang
Runxue Bao
Yawen Wu
Jackson Taylor
Cao Xiao
Feng Zheng
Weiwen Jiang
Shangqian Gao
Yanfu Zhang
PILM
197
20
0
20 Sep 2024
MIA-Tuner: Adapting Large Language Models as Pre-training Text Detector
AAAI Conference on Artificial Intelligence (AAAI), 2024
Wenjie Fu
Huandong Wang
Chen Gao
Guanghua Liu
Yong Li
Tao Jiang
203
14
0
16 Aug 2024
The Emerged Security and Privacy of LLM Agent: A Survey with Case Studies
ACM Computing Surveys (ACM CSUR), 2024
Feng He
Tianqing Zhu
Dayong Ye
Bo Liu
Wanlei Zhou
Philip S. Yu
PILM
LLMAG
ELM
450
77
0
28 Jul 2024
Operationalizing a Threat Model for Red-Teaming Large Language Models (LLMs)
Apurv Verma
Satyapriya Krishna
Sebastian Gehrmann
Madhavan Seshadri
Anu Pradhan
Tom Ault
Leslie Barrett
David Rabinowitz
John Doucette
Nhathai Phan
432
41
0
20 Jul 2024
PII-Compass: Guiding LLM training data extraction prompts towards the target PII via grounding
Krishna Kanth Nakka
Ahmed Frikha
Ricardo Mendes
Xue Jiang
Xuebing Zhou
356
19
0
03 Jul 2024
Enhancing Data Privacy in Large Language Models through Private Association Editing
Davide Venditti
Elena Sofia Ruzzetti
Giancarlo A. Xompero
Cristina Giannone
Andrea Favalli
Raniero Romagnoli
Fabio Massimo Zanzotto
KELM
203
7
0
26 Jun 2024
Large Language Models Memorize Sensor Datasets! Implications on Human Activity Recognition Research
H. Haresamudram
Hrudhai Rajasekhar
Nikhil Murlidhar Shanbhogue
Thomas Ploetz
254
4
0
09 Jun 2024
Safeguarding Large Language Models: A Survey
Yi Dong
Ronghui Mu
Yanghao Zhang
Siqi Sun
Tianle Zhang
...
Yi Qi
Jinwei Hu
Jie Meng
Saddek Bensalem
Xiaowei Huang
OffRL
KELM
AILaw
256
68
0
03 Jun 2024
Federated Domain-Specific Knowledge Transfer on Large Language Models Using Synthetic Data
Haoran Li
Xinyuan Zhao
Dadi Guo
Hanlin Gu
Huiping Zhuang
Yuxing Han
Yangqiu Song
Lixin Fan
Qiang Yang
195
4
0
23 May 2024
Special Characters Attack: Toward Scalable Training Data Extraction From Large Language Models
Yang Bai
Ge Pei
Jindong Gu
Yong Yang
Xingjun Ma
312
16
0
09 May 2024
Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey
Zeyu Han
Chao Gao
Jinyang Liu
Jeff Zhang
Sai Qian Zhang
788
693
0
21 Mar 2024
Ethos: Rectifying Language Models in Orthogonal Parameter Space
Lei Gao
Yue Niu
Tingting Tang
A. Avestimehr
Murali Annavaram
MU
309
17
0
13 Mar 2024
Building Guardrails for Large Language Models
Yizhen Dong
Ronghui Mu
Gao Jin
Yi Qi
Jinwei Hu
Xingyu Zhao
Jie Meng
Wenjie Ruan
Xiaowei Huang
OffRL
394
68
0
02 Feb 2024
Security and Privacy Challenges of Large Language Models: A Survey
B. Das
M. H. Amini
Yanzhao Wu
PILM
ELM
383
307
0
30 Jan 2024
On the steerability of large language models toward data-driven personas
Junyi Li
Ninareh Mehrabi
Charith Peris
Palash Goyal
Kai-Wei Chang
Aram Galstyan
Richard Zemel
Rahul Gupta
420
51
0
08 Nov 2023
SoK: Memorization in General-Purpose Large Language Models
Valentin Hartmann
Anshuman Suri
Vincent Bindschaedler
David Evans
Shruti Tople
Robert West
KELM
LLMAG
316
37
0
24 Oct 2023
The Janus Interface: How Fine-Tuning in Large Language Models Amplifies the Privacy Risks
Conference on Computer and Communications Security (CCS), 2023
Xiaoyi Chen
Siyuan Tang
Rui Zhu
Shijun Yan
Lei Jin
Zihao Wang
Liya Su
Zhikun Zhang
Luyi Xing
Haixu Tang
AAML
PILM
214
39
0
24 Oct 2023
Copyright Violations and Large Language Models
Antonia Karamolegkou
Jiaang Li
Li Zhou
Anders Sogaard
219
106
0
20 Oct 2023
Privacy in Large Language Models: Attacks, Defenses and Future Directions
Haoran Li
Yulin Chen
Jinglong Luo
Weijing Chen
Xiaojin Zhang
Qi Hu
Chunkit Chan
Yangqiu Song
PILM
427
65
0
16 Oct 2023
Quantifying and Analyzing Entity-level Memorization in Large Language Models
AAAI Conference on Artificial Intelligence (AAAI), 2023
Zhenhong Zhou
Jiuyang Xiang
Chao-Yi Chen
Sen Su
PILM
212
20
0
30 Aug 2023
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