Giulia Fanti

According to our database, Giulia Fanti authored at least 82 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

POMACS V8, N2, June 2024 Editorial.

Florin Ciucu, Giulia Fanti, Rhonda Righter

Proc. ACM Meas. Anal. Comput. Syst., 2024

POMACS V8, N1, March 2024 Editorial.

Florin Ciucu, Giulia Fanti, Rhonda Righter

Proc. ACM Meas. Anal. Comput. Syst., 2024

Summary Statistic Privacy in Data Sharing.

Zinan Lin, Shuaiqi Wang, Vyas Sekar, Giulia Fanti

IEEE J. Sel. Areas Inf. Theory, 2024

Pacmann: Efficient Private Approximate Nearest Neighbor Search.

Mingxun Zhou, Elaine Shi, Giulia Fanti

IACR Cryptol. ePrint Arch., 2024

Inferentially-Private Private Information.

Shuaiqi Wang, Shuran Zheng, Zinan Lin, Giulia Fanti, Zhiwei Steven Wu

CoRR, 2024

Truncated Consistency Models.

Sangyun Lee, Yilun Xu, Tomas Geffner, Giulia Fanti, Karsten Kreis, Arash Vahdat, Weili Nie

CoRR, 2024

Data Distribution Valuation.

Xinyi Xu, Shuaiqi Wang, Chuan-Sheng Foo, Bryan Kian Hsiang Low, Giulia Fanti

CoRR, 2024

Improving the Training of Rectified Flows.

Sangyun Lee, Zinan Lin, Giulia Fanti

CoRR, 2024

Instance-optimal Clipping for Summation Problems in the Shuffle Model of Differential Privacy.

Wei Dong, Qiyao Luo, Giulia Fanti, Elaine Shi, Ke Yi

CoRR, 2024

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

Shuqi Ke, Charlie Hou, Giulia Fanti, Sewoong Oh

CoRR, 2024

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

Aadyaa Maddi, Swadhin Routray, Alexander Goldberg, Giulia Fanti

CoRR, 2024

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

Karen Sowon, Edith Luhanga, Lorrie Faith Cranor, Giulia Fanti, Conrad Tucker, Assane Gueye

Proceedings of the IEEE Symposium on Security and Privacy, 2024

Privacy Requirements and Realities of Digital Public Goods.

Geetika Gopi, Aadyaa Maddi, Omkhar Arasaratnam, Giulia Fanti

Proceedings of the Twentieth Symposium on Usable Privacy and Security, 2024

Statistic Maximal Leakage.

Shuaiqi Wang, Zinan Lin, Giulia Fanti

Proceedings of the IEEE International Symposium on Information Theory, 2024

PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs.

Charlie Hou, Akshat Shrivastava, Hongyuan Zhan, Rylan Conway, Trang Le, Adithya Sagar, Giulia Fanti, Daniel Lazar

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Conan: Distributed Proofs of Compliance for Anonymous Data Collection.

Mingxun Zhou, Giulia Fanti, Elaine Shi

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

Almost Instance-optimal Clipping for Summation Problems in the Shuffle Model of Differential Privacy.

Wei Dong, Qiyao Luo, Giulia Fanti, Elaine Shi, Ke Yi

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

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

Ronghao Ni, Zinan Lin, Shuaiqi Wang, Giulia Fanti

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

CFT-Forensics: High-Performance Byzantine Accountability for Crash Fault Tolerant Protocols.

Weizhao Tang, Peiyao Sheng, Ronghao Ni, Pronoy Roy, Xuechao Wang, Giulia Fanti, Pramod Viswanath

Proceedings of the 6th Conference on Advances in Financial Technologies, 2024

2023

POMACS V7, N3, December 2023 Editorial.

Florin Ciucu, Giulia Fanti, Rhonda Righter

Proc. ACM Meas. Anal. Comput. Syst., December, 2023

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

Alexander Goldberg, Giulia Fanti, Nihar B. Shah

Proc. ACM Meas. Anal. Comput. Syst., March, 2023

Towards a Defense Against Federated Backdoor Attacks Under Continuous Training.

Shuaiqi Wang, Jonathan Hayase, Giulia Fanti, Sewoong Oh

Trans. Mach. Learn. Res., 2023

Strategic Latency Reduction in Blockchain Peer-to-Peer Networks.

Weizhao Tang, Lucianna Kiffer, Giulia Fanti, Ari Juels

Proc. ACM Meas. Anal. Comput. Syst., 2023

Proof of Compliance for Anonymous, Unlinkable Messages.

Mingxun Zhou, Elaine Shi, Giulia Fanti

IACR Cryptol. ePrint Arch., 2023

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

Edith Luhanga, Karen Sowon, Lorrie Faith Cranor, Giulia Fanti, Conrad Tucker, Assane Gueye

CoRR, 2023

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

Charlie Hou, Kiran Koshy Thekumparampil, Michael Shavlovsky, Giulia Fanti, Yesh Dattatreya, Sujay Sanghavi

CoRR, 2023

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

Weizhao Tang, Peiyao Sheng, Pronoy Roy, Xuechao Wang, Giulia Fanti, Pramod Viswanath

CoRR, 2023

Privately Customizing Prefinetuning to Better Match User Data in Federated Learning.

Charlie Hou, Hongyuan Zhan, Akshat Shrivastava, Sid Wang, Aleksandr Livshits, Giulia Fanti, Daniel Lazar

CoRR, 2023

Distance-Aware Private Set Intersection.

Anrin Chakraborti, Giulia Fanti, Michael K. Reiter

Proceedings of the 32nd USENIX Security Symposium, 2023

2022

ACM SIGMETRICS 2021 Student Research Competition.

Giulia Fanti

SIGMETRICS Perform. Evaluation Rev., 2022

Towards a Defense against Backdoor Attacks in Continual Federated Learning.

Shuaiqi Wang, Jonathan Hayase, Giulia Fanti, Sewoong Oh

CoRR, 2022

Enabling AI Innovation via Data and Model Sharing: An Overview of the Nsf Convergence Accelerator Track D.

Chaitanya K. Baru, Michael Pozmantier, Ilkay Altintas, Stephen Baek, Jonathan Cohen, Laura E. Condon, Giulia Fanti, Raul Castro Fernandez, Ethan Jackson, Upmanu Lall, Bennett A. Landman, Hai Li, Claudia Marin, Beatriz Martínez-López, Dimitris N. Metaxas, Bradley D. Olsen, Grier P. Page, Yelda Turkan, Jingbo Zhang, Peng Zhang

AI Mag., 2022

Locally Differentially Private Sparse Vector Aggregation.

Mingxun Zhou, Tianhao Wang, T.-H. Hubert Chan, Giulia Fanti, Elaine Shi

Proceedings of the 43rd IEEE Symposium on Security and Privacy, 2022

Practical GAN-based synthetic IP header trace generation using NetShare.

Yucheng Yin, Zinan Lin, Minhao Jin, Giulia Fanti, Vyas Sekar

Proceedings of the SIGCOMM '22: ACM SIGCOMM 2022 Conference, Amsterdam, The Netherlands, August 22, 2022

FedChain: Chained Algorithms for Near-optimal Communication Cost in Federated Learning.

Charlie Hou, Kiran Koshy Thekumparampil, Giulia Fanti, Sewoong Oh

Proceedings of the Tenth International Conference on Learning Representations, 2022

RareGAN: Generating Samples for Rare Classes.

Zinan Lin, Hao Liang, Giulia Fanti, Vyas Sekar

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

The effect of network topology on credit network throughput.

Vibhaalakshmi Sivaraman, Weizhao Tang, Shaileshh Bojja Venkatakrishnan, Giulia Fanti, Mohammad Alizadeh

Perform. Evaluation, 2021

Reducing the Communication Cost of Federated Learning through Multistage Optimization.

Charlie Hou, Kiran Koshy Thekumparampil, Giulia Fanti, Sewoong Oh

CoRR, 2021

Efficient Algorithms for Federated Saddle Point Optimization.

Charlie Hou, Kiran Koshy Thekumparampil, Giulia Fanti, Sewoong Oh

CoRR, 2021

Self-Supervised Euphemism Detection and Identification for Content Moderation.

Wanzheng Zhu, Hongyu Gong, Rohan Bansal, Zachary Weinberg, Nicolas Christin, Giulia Fanti, Suma Bhat

Proceedings of the 42nd IEEE Symposium on Security and Privacy, 2021

Why Spectral Normalization Stabilizes GANs: Analysis and Improvements.

Zinan Lin, Vyas Sekar, Giulia Fanti

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

SquirRL: Automating Attack Analysis on Blockchain Incentive Mechanisms with Deep Reinforcement Learning.

Charlie Hou, Mingxun Zhou, Yan Ji, Phil Daian, Florian Tramèr, Giulia Fanti, Ari Juels

Proceedings of the 28th Annual Network and Distributed System Security Symposium, 2021

On the Privacy Properties of GAN-generated Samples.

Zinan Lin, Vyas Sekar, Giulia Fanti

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

Abusive Language Detection in Heterogeneous Contexts: Dataset Collection and the Role of Supervised Attention.

Hongyu Gong, Alberto Valido, Katherine M. Ingram, Giulia Fanti, Suma Bhat, Dorothy L. Espelage

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Privacy-Utility Tradeoffs in Routing Cryptocurrency over Payment Channel Networks.

Weizhao Tang, Weina Wang, Giulia Fanti, Sewoong Oh

Proc. ACM Meas. Anal. Comput. Syst., 2020

Communication cost of consensus for nodes with limited memory.

Giulia Fanti, Nina Holden, Yuval Peres, Gireeja Ranade

Proc. Natl. Acad. Sci. USA, 2020

PacGAN: The Power of Two Samples in Generative Adversarial Networks.

Zinan Lin, Ashish Khetan, Giulia Fanti, Sewoong Oh

IEEE J. Sel. Areas Inf. Theory, 2020

High Throughput Cryptocurrency Routing in Payment Channel Networks.

Vibhaalakshmi Sivaraman, Shaileshh Bojja Venkatakrishnan, Kathleen Ruan, Parimarjan Negi, Lei Yang, Radhika Mittal, Giulia Fanti, Mohammad Alizadeh

Proceedings of the 17th USENIX Symposium on Networked Systems Design and Implementation, 2020

Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions.

Zinan Lin, Alankar Jain, Chen Wang, Giulia Fanti, Vyas Sekar

Proceedings of the IMC '20: ACM Internet Measurement Conference, 2020

InfoGAN-CR and ModelCentrality: Self-supervised Model Training and Selection for Disentangling GANs.

Zinan Lin, Kiran Koshy Thekumparampil, Giulia Fanti, Sewoong Oh

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

SquirRL: Automating Attack Discovery on Blockchain Incentive Mechanisms with Deep Reinforcement Learning.

Charlie Hou, Mingxun Zhou, Yan Ji, Phil Daian, Florian Tramèr, Giulia Fanti, Ari Juels

CoRR, 2019

Generating High-fidelity, Synthetic Time Series Datasets with DoppelGANger.

Zinan Lin, Alankar Jain, Chen Wang, Giulia Fanti, Vyas Sekar

CoRR, 2019

Prism: Scaling Bitcoin by 10, 000x.

Lei Yang, Vivek Kumar Bagaria, Gerui Wang, Mohammad Alizadeh, David Tse, Giulia Fanti, Pramod Viswanath

CoRR, 2019

InfoGAN-CR: Disentangling Generative Adversarial Networks with Contrastive Regularizers.

Zinan Lin, Kiran Koshy Thekumparampil, Giulia Fanti, Sewoong Oh

CoRR, 2019

Barracuda: The Power of ℓ-polling in Proof-of-Stake Blockchains.

Giulia Fanti, Jiantao Jiao, Ashok Vardhan Makkuva, Sewoong Oh, Ranvir Rana, Pramod Viswanath

Proceedings of the Twentieth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2019

Towards Oblivious Network Analysis using Generative Adversarial Networks.

Zinan Lin, Soo-Jin Moon, Carolina M. Zarate, Ritika Mulagalapalli, Sekar Kulandaivel, Giulia Fanti, Vyas Sekar

Proceedings of the 18th ACM Workshop on Hot Topics in Networks, 2019

Compounding of Wealth in Proof-of-Stake Cryptocurrencies.

Giulia Fanti, Leonid Kogan, Sewoong Oh, Kathleen Ruan, Pramod Viswanath, Gerui Wang

Proceedings of the Financial Cryptography and Data Security, 2019

Prism: Deconstructing the Blockchain to Approach Physical Limits.

Vivek Kumar Bagaria, Sreeram Kannan, David Tse, Giulia Fanti, Pramod Viswanath

Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security, 2019

2018

Dandelion++: Lightweight Cryptocurrency Networking with Formal Anonymity Guarantees.

Giulia Fanti, Shaileshh Bojja Venkatakrishnan, Surya Bakshi, Bradley Denby, Shruti Bhargava, Andrew Miller, Pramod Viswanath

Proc. ACM Meas. Anal. Comput. Syst., 2018

Deconstructing the Blockchain to Approach Physical Limits.

Vivek Kumar Bagaria, Sreeram Kannan, David Tse, Giulia Fanti, Pramod Viswanath

IACR Cryptol. ePrint Arch., 2018

Routing Cryptocurrency with the Spider Network.

Vibhaalakshmi Sivaraman, Shaileshh Bojja Venkatakrishnan, Mohammad Alizadeh, Giulia Fanti, Pramod Viswanath

Proceedings of the 17th ACM Workshop on Hot Topics in Networks, 2018

2017

Hiding the Rumor Source.

Giulia Fanti, Peter Kairouz, Sewoong Oh, Kannan Ramchandran, Pramod Viswanath

IEEE Trans. Inf. Theory, 2017

Dandelion: Redesigning the Bitcoin Network for Anonymity.

Shaileshh Bojja Venkatakrishnan, Giulia Fanti, Pramod Viswanath

Proc. ACM Meas. Anal. Comput. Syst., 2017

Anonymity Properties of the Bitcoin P2P Network.

Giulia Fanti, Pramod Viswanath

CoRR, 2017

Deanonymization in the Bitcoin P2P Network.

Giulia Fanti, Pramod Viswanath

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2016

Metadata-Conscious Anonymous Messaging.

Giulia Fanti, Peter Kairouz, Sewoong Oh, Kannan Ramchandran, Pramod Viswanath

IEEE Trans. Signal Inf. Process. over Networks, 2016

Building a RAPPOR with the Unknown: Privacy-Preserving Learning of Associations and Data Dictionaries.

Giulia Fanti, Vasyl Pihur, Úlfar Erlingsson

Proc. Priv. Enhancing Technol., 2016

Rangzen: Anonymously Getting the Word Out in a Blackout.

Adam Lerner, Giulia Fanti, Yahel Ben-David, Jesus Garcia, Paul Schmitt, Barath Raghavan

CoRR, 2016

Rumor Source Obfuscation on Irregular Trees.

Giulia Fanti, Peter Kairouz, Sewoong Oh, Kannan Ramchandran, Pramod Viswanath

Proceedings of the 2016 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Science, 2016

Algorithmic advances in anonymous communication over networks.

Giulia Fanti, Pramod Viswanath

Proceedings of the 2016 Annual Conference on Information Science and Systems, 2016

2015

Privacy-preserving Messaging and Search: A Collaborative Approach.

Giulia Cecilia Fanti

PhD thesis, 2015

Spline-Like Wavelet Filterbanks for Multiresolution Analysis of Graph-Structured Data.

Venkatesan N. Ekambaram, Giulia Cecilia Fanti, Babak Ayazifar, Kannan Ramchandran

IEEE Trans. Signal Inf. Process. over Networks, 2015

Efficient Private Information Retrieval Over Unsynchronized Databases.

Giulia Fanti, Kannan Ramchandran

IEEE J. Sel. Top. Signal Process., 2015

Spy vs. Spy: Rumor Source Obfuscation.

Giulia Fanti, Peter Kairouz, Sewoong Oh, Pramod Viswanath

Proceedings of the 2015 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2015

2014

Toward efficient, privacy-aware media classification on public databases.

Giulia Fanti, Matthieu Finiasz, Gerald Friedland, Kannan Ramchandran

Proceedings of the International Conference on Multimedia Retrieval, 2014

Multi-server private information retrieval over unsynchronized databases.

Giulia Fanti, Kannan Ramchandran

Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

2013

One-Way Private Media Search on Public Databases: The Role of Signal Processing.

Giulia Fanti, Matthieu Finiasz, Kannan Ramchandran

IEEE Signal Process. Mag., 2013

Building Dissent Networks: Towards Effective Countermeasures against Large-Scale Communications Blackouts.

Shaddi Hasan, Yahel Ben-David, Giulia Fanti, Eric A. Brewer, Scott Shenker

Proceedings of the 3rd USENIX Workshop on Free and Open Communications on the Internet, 2013

Circulant structures and graph signal processing.

Venkatesan N. Ekambaram, Giulia Cecilia Fanti, Babak Ayazifar, Kannan Ramchandran

Proceedings of the IEEE International Conference on Image Processing, 2013

Critically-sampled perfect-reconstruction spline-wavelet filterbanks for graph signals.

Venkatesan N. Ekambaram, Giulia Fanti, Babak Ayazifar, Kannan Ramchandran

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Wavelet-regularized graph semi-supervised learning.

Venkatesan N. Ekambaram, Giulia Fanti, Babak Ayazifar, Kannan Ramchandran

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

2012

Semi-Definite Programming Relaxation for Non-Line-of-Sight Localization

Venkatesan N. Ekambaram, Giulia Fanti, Kannan Ramchandran

CoRR, 2012