Giulia Fanti

Giulia Fanti

Carnegie Mellon University

H-index: 29

North America-United States

About Giulia Fanti

Giulia Fanti, With an exceptional h-index of 29 and a recent h-index of 25 (since 2020), a distinguished researcher at Carnegie Mellon University,

His recent articles reflect a diverse array of research interests and contributions to the field:

POMACS V8, N1, March 2024 Editorial

Benchmarking Private Population Data Release Mechanisms: Synthetic Data vs. TopDown

On the Convergence of Differentially-Private Fine-tuning: To Linearly Probe or to Fully Fine-tune?

Gen-T: Reduce Distributed Tracing Operational Costs Using Generative Models

Towards a defense against backdoor attacks in continual federated learning

Raft-Forensics: High Performance CFT Consensus with Accountability for Byzantine Faults

User Experiences with Third-Party SIM Cards and ID Registration in Kenya and Tanzania

{Distance-Aware} Private Set Intersection

Giulia Fanti Information

University

Position

ECE Department

Citations(all)

3229

Citations(since 2020)

2702

Cited By

1400

hIndex(all)

29

hIndex(since 2020)

25

i10Index(all)

40

i10Index(since 2020)

36

Email

University Profile Page

Carnegie Mellon University

Google Scholar

View Google Scholar Profile

Top articles of Giulia Fanti

Title

Journal

Author(s)

Publication Date

POMACS V8, N1, March 2024 Editorial

Florin Ciucu

Giulia Fanti

Rhonda Righter

2024/2/21

Benchmarking Private Population Data Release Mechanisms: Synthetic Data vs. TopDown

Aadyaa Maddi

Swadhin Routray

Alexander Goldberg

Giulia Fanti

2024/1/31

On the Convergence of Differentially-Private Fine-tuning: To Linearly Probe or to Fully Fine-tune?

arXiv preprint arXiv:2402.18905

Shuqi Ke

Charlie Hou

Giulia Fanti

Sewoong Oh

2024/2/29

Gen-T: Reduce Distributed Tracing Operational Costs Using Generative Models

Saar Tochner

Giulia Fanti

Vyas Sekar

2023/11/5

Towards a defense against backdoor attacks in continual federated learning

Transactions on Machine Learning Research

Shuaiqi Wang

Jonathan Hayase

Giulia Fanti

Sewoong Oh

2023

Raft-Forensics: High Performance CFT Consensus with Accountability for Byzantine Faults

arXiv preprint arXiv:2305.09123

Weizhao Tang

Peiyao Sheng

Pronoy Roy

Xuechao Wang

Giulia Fanti

...

2023/5/16

User Experiences with Third-Party SIM Cards and ID Registration in Kenya and Tanzania

arXiv preprint arXiv:2311.00830

Edith Luhanga

Karen Sowon

Lorrie Faith Cranor

Giulia Fanti

Conrad Tucker

...

2023/11/1

{Distance-Aware} Private Set Intersection

Anrin Chakraborti

Giulia Fanti

Michael K Reiter

2023

Summary statistic privacy in data sharing

arXiv preprint arXiv:2303.02014

Zinan Lin

Shuaiqi Wang

Vyas Sekar

Giulia Fanti

2023/3/3

Data Distribution Valuation with Incentive Compatibility

Xinyi Xu

Shuaiqi Wang

Chuan-Sheng Foo

Bryan Kian Hsiang Low

Giulia Fanti

2023/10/13

POMACS V7, N3, December 2023 Editorial

Florin Ciucu

Giulia Fanti

Rhonda Righter

2023/12/12

Batching of Tasks by Users of Pseudonymous Forums: Anonymity Compromise and Protection

Proceedings of the ACM on Measurement and Analysis of Computing Systems

Alexander Goldberg

Giulia Fanti

Nihar B Shah

2023/2/28

The Role of User-Agent Interactions on Mobile Money Practices in Kenya and Tanzania

arXiv preprint arXiv:2309.00226

Karen Sowon

Edith Luhanga

Lorrie Faith Cranor

Giulia Fanti

Conrad Tucker

...

2023/9/1

Mixture-of-Linear-Experts for Long-term Time Series Forecasting

arXiv preprint arXiv:2312.06786

Ronghao Ni

Zinan Lin

Shuaiqi Wang

Giulia Fanti

2023/12/11

Privately customizing prefinetuning to better match user data in federated learning

arXiv preprint arXiv:2302.09042

Charlie Hou

Hongyuan Zhan

Akshat Shrivastava

Sid Wang

Aleksandr Livshits

...

2023/2/17

Pretrained deep models outperform GBDTs in Learning-To-Rank under label scarcity

arXiv preprint arXiv:2308.00177

Charlie Hou

Kiran Koshy Thekumparampil

Michael Shavlovsky

Giulia Fanti

Yesh Dattatreya

...

2023/7/31

SIGMETRICS People

Mor Harchol-Balter

Ni3las Carlsson

Anshul Gandhi

Giulia Fanti

Athina Mar3opoulou

...

2023/12

Proof of Compliance for Anonymous, Unlinkable Messages

Cryptology ePrint Archive

Mingxun Zhou

Elaine Shi

Giulia Fanti

2023

Strategic latency reduction in blockchain peer-to-peer networks

Proceedings of the ACM on Measurement and Analysis of Computing Systems

Weizhao Tang

Lucianna Kiffer

Giulia Fanti

Ari Juels

2023/5/22

Towards a defense against federated backdoor attacks under continuous training

arXiv preprint arXiv:2205.11736

Shuaiqi Wang

Jonathan Hayase

Giulia Fanti

Sewoong Oh

2022/5/24

See List of Professors in Giulia Fanti University(Carnegie Mellon University)