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Open LLMs are Necessary for Current Private Adaptations and Outperform their Closed Alternatives
2 November 2024
Vincent Hanke
Tom Blanchard
Franziska Boenisch
Iyiola Emmanuel Olatunji
Michael Backes
Adam Dziedzic
PILM
Re-assign community
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Papers citing
"Open LLMs are Necessary for Current Private Adaptations and Outperform their Closed Alternatives"
3 / 3 papers shown
Title
Efficient and Privacy-Preserving Soft Prompt Transfer for LLMs
Xun Wang
Jing Xu
Franziska Boenisch
Michael Backes
Christopher A. Choquette-Choo
Adam Dziedzic
AAML
41
0
0
19 Jun 2025
Position: Federated Foundation Language Model Post-Training Should Focus on Open-Source Models
Nikita Agrawal
Simon Mertel
R. Mayer
83
0
0
29 May 2025
Privacy Auditing of Large Language Models
Ashwinee Panda
Xinyu Tang
Milad Nasr
Christopher A. Choquette-Choo
Prateek Mittal
PILM
139
10
0
09 Mar 2025
1