Giulia Fanti

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 51

Top Topics

Communication Cost

Differential Privacy

Top Venues

Proc. ACM Meas. Anal. Comput. Syst.

SIGMETRICS Perform. Evaluation Rev.

IEEE Symposium on Security and Privacy

Publications

Florin Ciucu, Giulia Fanti, Rhonda Righter
POMACS V8, N1, March 2024 Editorial. Proc. ACM Meas. Anal. Comput. Syst. 8 (1) (2024)
Zinan Lin, Shuaiqi Wang, Vyas Sekar, Giulia Fanti
Summary Statistic Privacy in Data Sharing. IEEE J. Sel. Areas Inf. Theory 5 (2024)
Florin Ciucu, Giulia Fanti, Rhonda Righter
POMACS V8, N2, June 2024 Editorial. Proc. ACM Meas. Anal. Comput. Syst. 8 (2) (2024)
Shuqi Ke, Charlie Hou, Giulia Fanti, Sewoong Oh
On the Convergence of Differentially-Private Fine-tuning: To Linearly Probe or to Fully Fine-tune? CoRR (2024)
Charlie Hou, Akshat Shrivastava, Hongyuan Zhan, Rylan Conway, Trang Le, Adithya Sagar, Giulia Fanti, Daniel Lazar
PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs. CoRR (2024)
Geetika Gopi, Aadyaa Maddi, Omkhar Arasaratnam, Giulia Fanti
Privacy Requirements and Realities of Digital Public Goods. CoRR (2024)
Sangyun Lee, Zinan Lin, Giulia Fanti
Improving the Training of Rectified Flows. CoRR (2024)
Aadyaa Maddi, Swadhin Routray, Alexander Goldberg, Giulia Fanti
Benchmarking Private Population Data Release Mechanisms: Synthetic Data vs. TopDown. CoRR (2024)
Wei Dong, Qiyao Luo, Giulia Fanti, Elaine Shi, Ke Yi
Instance-optimal Clipping for Summation Problems in the Shuffle Model of Differential Privacy. CoRR (2024)
Ronghao Ni, Zinan Lin, Shuaiqi Wang, Giulia Fanti
Mixture-of-Linear-Experts for Long-term Time Series Forecasting. AISTATS (2024)
Weizhao Tang, Lucianna Kiffer, Giulia Fanti, Ari Juels
Strategic Latency Reduction in Blockchain Peer-to-Peer Networks. SIGMETRICS (Abstracts) (2023)
Karen Sowon, Edith Luhanga, Lorrie Faith Cranor, Giulia Fanti, Conrad Tucker, Assane Gueye
The Role of User-Agent Interactions on Mobile Money Practices in Kenya and Tanzania. CoRR (2023)
Alexander Goldberg, Giulia Fanti, Nihar B. Shah
Batching of Tasks by Users of Pseudonymous Forums: Anonymity Compromise and Protection. Proc. ACM Meas. Anal. Comput. Syst. 7 (1) (2023)
Charlie Hou, Kiran Koshy Thekumparampil, Michael Shavlovsky, Giulia Fanti, Yesh Dattatreya, Sujay Sanghavi
Pretrained deep models outperform GBDTs in Learning-To-Rank under label scarcity. CoRR (2023)
Anrin Chakraborti, Giulia Fanti, Michael K. Reiter
Distance-Aware Private Set Intersection. USENIX Security Symposium (2023)
Ronghao Ni, Zinan Lin, Shuaiqi Wang, Giulia Fanti
Mixture-of-Linear-Experts for Long-term Time Series Forecasting. CoRR (2023)
Florin Ciucu, Giulia Fanti, Rhonda Righter
POMACS V7, N3, December 2023 Editorial. Proc. ACM Meas. Anal. Comput. Syst. 7 (3) (2023)
Weizhao Tang, Peiyao Sheng, Pronoy Roy, Xuechao Wang, Giulia Fanti, Pramod Viswanath
Raft-Forensics: High Performance CFT Consensus with Accountability for Byzantine Faults. CoRR (2023)
Mingxun Zhou, Elaine Shi, Giulia Fanti
Proof of Compliance for Anonymous, Unlinkable Messages. IACR Cryptol. ePrint Arch. 2023 (2023)
Charlie Hou, Hongyuan Zhan, Akshat Shrivastava, Sid Wang, Sasha Livshits, Giulia Fanti, Daniel Lazar
Privately Customizing Prefinetuning to Better Match User Data in Federated Learning. CoRR (2023)
Edith Luhanga, Karen Sowon, Lorrie Faith Cranor, Giulia Fanti, Conrad Tucker, Assane Gueye
User Experiences with Third-Party SIM Cards and ID Registration in Kenya and Tanzania. CoRR (2023)
Shuaiqi Wang, Jonathan Hayase, Giulia Fanti, Sewoong Oh
Towards a Defense Against Federated Backdoor Attacks Under Continuous Training. Trans. Mach. Learn. Res. 2023 (2023)
Weizhao Tang, Lucianna Kiffer, Giulia Fanti, Ari Juels
Strategic Latency Reduction in Blockchain Peer-to-Peer Networks. Proc. ACM Meas. Anal. Comput. Syst. 7 (2) (2023)
Zinan Lin, Shuaiqi Wang, Vyas Sekar, Giulia Fanti
Summary Statistic Privacy in Data Sharing. CoRR (2023)
Alexander Goldberg, Giulia Fanti, Nihar B. Shah
Batching of Tasks by Users of Pseudonymous Forums: Anonymity Compromise and Protection. SIGMETRICS (Abstracts) (2023)
Mingxun Zhou, Tianhao Wang, T.-H. Hubert Chan, Giulia Fanti, Elaine Shi
Locally Differentially Private Sparse Vector Aggregation. IEEE Symposium on Security and Privacy (2022)
Giulia Fanti
ACM SIGMETRICS 2021 Student Research Competition. SIGMETRICS Perform. Evaluation Rev. 49 (2) (2022)
Shuaiqi Wang, Jonathan Hayase, Giulia Fanti, Sewoong Oh
Towards a Defense against Backdoor Attacks in Continual Federated Learning. CoRR (2022)
Zinan Lin, Vyas Sekar, Giulia Fanti
On the Privacy Properties of GAN-generated Samples. CoRR (2022)
Zinan Lin, Hao Liang, Giulia Fanti, Vyas Sekar
RareGAN: Generating Samples for Rare Classes. AAAI (2022)
Zinan Lin, Hao Liang, Giulia Fanti, Vyas Sekar
RareGAN: Generating Samples for Rare Classes. CoRR (2022)
Alexander Goldberg, Giulia Fanti, Nihar B. Shah
Batching of Tasks by Users of Pseudonymous Forums: Anonymity Compromise and Protection. CoRR (2022)
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
Enabling AI Innovation via Data and Model Sharing: An Overview of the Nsf Convergence Accelerator Track D. AI Mag. 43 (1) (2022)
Yucheng Yin, Zinan Lin, Minhao Jin, Giulia Fanti, Vyas Sekar
Practical GAN-based synthetic IP header trace generation using NetShare. SIGCOMM (2022)
Charlie Hou, Kiran Koshy Thekumparampil, Giulia Fanti, Sewoong Oh
FedChain: Chained Algorithms for Near-optimal Communication Cost in Federated Learning. ICLR (2022)
Weizhao Tang, Lucianna Kiffer, Giulia Fanti, Ari Juels
Strategic Latency Reduction in Blockchain Peer-to-Peer Networks. CoRR (2022)
Vibhaalakshmi Sivaraman, Weizhao Tang, Shaileshh Bojja Venkatakrishnan, Giulia Fanti, Mohammad Alizadeh
The Effect of Network Topology on Credit Network Throughput. SIGMETRICS Perform. Evaluation Rev. 49 (3) (2022)
Hongyu Gong, Alberto Valido, Katherine M. Ingram, Giulia Fanti, Suma Bhat, Dorothy L. Espelage
Abusive Language Detection in Heterogeneous Contexts: Dataset Collection and the Role of Supervised Attention. CoRR (2021)
Anrin Chakraborti, Giulia Fanti, Michael K. Reiter
Distance-Aware Private Set Intersection. CoRR (2021)
Charlie Hou, Kiran Koshy Thekumparampil, Giulia Fanti, Sewoong Oh
Reducing the Communication Cost of Federated Learning through Multistage Optimization. CoRR (2021)
Mingxun Zhou, Tianhao Wang, T.-H. Hubert Chan, Giulia Fanti, Elaine Shi
Locally Differentially Private Sparse Vector Aggregation. CoRR (2021)
Wanzheng Zhu, Hongyu Gong, Rohan Bansal, Zachary Weinberg, Nicolas Christin, Giulia Fanti, Suma Bhat
Self-Supervised Euphemism Detection and Identification for Content Moderation. CoRR (2021)
Charlie Hou, Kiran Koshy Thekumparampil, Giulia Fanti, Sewoong Oh
Efficient Algorithms for Federated Saddle Point Optimization. CoRR (2021)
Hongyu Gong, Alberto Valido, Katherine M. Ingram, Giulia Fanti, Suma Bhat, Dorothy L. Espelage
Abusive Language Detection in Heterogeneous Contexts: Dataset Collection and the Role of Supervised Attention. AAAI (2021)
Vibhaalakshmi Sivaraman, Weizhao Tang, Shaileshh Bojja Venkatakrishnan, Giulia Fanti, Mohammad Alizadeh
The effect of network topology on credit network throughput. Perform. Evaluation 151 (2021)
Wanzheng Zhu, Hongyu Gong, Rohan Bansal, Zachary Weinberg, Nicolas Christin, Giulia Fanti, Suma Bhat
Self-Supervised Euphemism Detection and Identification for Content Moderation. IEEE Symposium on Security and Privacy (2021)
Zinan Lin, Vyas Sekar, Giulia Fanti
Why Spectral Normalization Stabilizes GANs: Analysis and Improvements. NeurIPS (2021)
Charlie Hou, Mingxun Zhou, Yan Ji, Phil Daian, Florian Tramèr, Giulia Fanti, Ari Juels
SquirRL: Automating Attack Analysis on Blockchain Incentive Mechanisms with Deep Reinforcement Learning. NDSS (2021)
Giulia Fanti, Nina Holden, Yuval Peres, Gireeja Ranade
Communication cost of consensus for nodes with limited memory. Proc. Natl. Acad. Sci. USA 117 (11) (2020)
Charlie Hou, Mingxun Zhou, Yan Ji, Phil Daian, Florian Tramèr, Giulia Fanti, Ari Juels
SquirRL: Automating Attack Discovery on Blockchain Incentive Mechanisms with Deep Reinforcement Learning. CoRR (2019)
Giulia Fanti, Nina Holden, Yuval Peres, Gireeja Ranade
Communication cost of consensus for nodes with limited memory. CoRR (2019)