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ORCIDGiulia Fanti
Person information
- affiliation: Carnegie Mellon University, Computer Science Department, Pittsburgh, PA, USA
- affiliation (PhD): University of California, Berkeley, Electrical Engineering and Computer Sciences, CA, USA
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2020 – today
- 2022
[j15]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): 93-104 (2022)- [j14]Giulia Fanti:
ACM SIGMETRICS 2021 Student Research Competition. SIGMETRICS Perform. Evaluation Rev. 49(2): 62 (2022) - [j13]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): 59-60 (2022) - [c32]Zinan Lin, Hao Liang, Giulia Fanti, Vyas Sekar:
RareGAN: Generating Samples for Rare Classes. AAAI 2022: 7506-7515 - [c31]Charlie Hou, Kiran Koshy Thekumparampil, Giulia Fanti, Sewoong Oh:
FedChain: Chained Algorithms for Near-optimal Communication Cost in Federated Learning. ICLR 2022 - [c30]Yucheng Yin, Zinan Lin, Minhao Jin, Giulia Fanti, Vyas Sekar:
Practical GAN-based synthetic IP header trace generation using NetShare. SIGCOMM 2022: 458-472 - [c29]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: 422-439 - [i32]Zinan Lin, Hao Liang, Giulia Fanti, Vyas Sekar:
RareGAN: Generating Samples for Rare Classes. CoRR abs/2203.10674 (2022) - [i31]Weizhao Tang, Lucianna Kiffer, Giulia Fanti, Ari Juels:
Strategic Latency Reduction in Blockchain Peer-to-Peer Networks. CoRR abs/2205.06837 (2022) - [i30]Shuaiqi Wang, Jonathan Hayase, Giulia Fanti, Sewoong Oh:
Towards a Defense against Backdoor Attacks in Continual Federated Learning. CoRR abs/2205.11736 (2022) - [i29]Zinan Lin, Vyas Sekar, Giulia Fanti:
On the Privacy Properties of GAN-generated Samples. CoRR abs/2206.01349 (2022) - [i28]Alexander Goldberg, Giulia Fanti, Nihar B. Shah:
Batching of Tasks by Users of Pseudonymous Forums: Anonymity Compromise and Protection. CoRR abs/2211.12686 (2022) - 2021
- [j12]Vibhaalakshmi Sivaraman, Weizhao Tang, Shaileshh Bojja Venkatakrishnan, Giulia Fanti, Mohammad Alizadeh:
The effect of network topology on credit network throughput. Perform. Evaluation 151: 102235 (2021) - [c28]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: 14804-14812 - [c27]Zinan Lin, Vyas Sekar, Giulia Fanti:
On the Privacy Properties of GAN-generated Samples. AISTATS 2021: 1522-1530 - [c26]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 - [c25]Zinan Lin, Vyas Sekar, Giulia Fanti:
Why Spectral Normalization Stabilizes GANs: Analysis and Improvements. NeurIPS 2021: 9625-9638 - [c24]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: 229-246 - [i27]Charlie Hou, Kiran Koshy Thekumparampil, Giulia Fanti, Sewoong Oh:
Efficient Algorithms for Federated Saddle Point Optimization. CoRR abs/2102.06333 (2021) - [i26]Vibhaalakshmi Sivaraman, Weizhao Tang, Shaileshh Bojja Venkatakrishnan, Giulia Fanti, Mohammad Alizadeh:
The Effect of Network Topology on Credit Network Throughput. CoRR abs/2103.03288 (2021) - [i25]Wanzheng Zhu, Hongyu Gong, Rohan Bansal, Zachary Weinberg, Nicolas Christin, Giulia Fanti, Suma Bhat:
Self-Supervised Euphemism Detection and Identification for Content Moderation. CoRR abs/2103.16808 (2021) - [i24]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 abs/2105.11119 (2021) - [i23]Charlie Hou, Kiran Koshy Thekumparampil, Giulia Fanti, Sewoong Oh:
Reducing the Communication Cost of Federated Learning through Multistage Optimization. CoRR abs/2108.06869 (2021) - [i22]Mingxun Zhou, Tianhao Wang, T.-H. Hubert Chan, Giulia Fanti, Elaine Shi:
Locally Differentially Private Sparse Vector Aggregation. CoRR abs/2112.03449 (2021) - [i21]Anrin Chakraborti, Giulia Fanti, Michael K. Reiter:
Distance-Aware Private Set Intersection. CoRR abs/2112.14737 (2021) - 2020
- [j11]Zinan Lin, Ashish Khetan, Giulia Fanti, Sewoong Oh:
PacGAN: The Power of Two Samples in Generative Adversarial Networks. IEEE J. Sel. Areas Inf. Theory 1(1): 324-335 (2020) - [j10]Giulia Fanti, Nina Holden, Yuval Peres, Gireeja Ranade:
Communication cost of consensus for nodes with limited memory. Proc. Natl. Acad. Sci. USA 117(11): 5624-5630 (2020) - [j9]Weizhao Tang, Weina Wang, Giulia Fanti, Sewoong Oh:
Privacy-Utility Tradeoffs in Routing Cryptocurrency over Payment Channel Networks. Proc. ACM Meas. Anal. Comput. Syst. 4(2): 29:1-29:39 (2020) - [c23]Zinan Lin, Kiran Koshy Thekumparampil, Giulia Fanti, Sewoong Oh:
InfoGAN-CR and ModelCentrality: Self-supervised Model Training and Selection for Disentangling GANs. ICML 2020: 6127-6139 - [c22]Zinan Lin, Alankar Jain, Chen Wang, Giulia Fanti, Vyas Sekar:
Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions. Internet Measurement Conference 2020: 464-483 - [c21]Vibhaalakshmi Sivaraman, Shaileshh Bojja Venkatakrishnan, Kathleen Ruan, Parimarjan Negi, Lei Yang, Radhika Mittal, Giulia Fanti, Mohammad Alizadeh:
High Throughput Cryptocurrency Routing in Payment Channel Networks. NSDI 2020: 777-796 - [c20]Weizhao Tang, Weina Wang, Giulia Fanti, Sewoong Oh:
Privacy-Utility Tradeoffs in Routing Cryptocurrency over Payment Channel Networks. SIGMETRICS (Abstracts) 2020: 81-82 - [i20]Zinan Lin, Vyas Sekar, Giulia Fanti:
Why Spectral Normalization Stabilizes GANs: Analysis and Improvements. CoRR abs/2009.02773 (2020)
2010 – 2019
- 2019
- [c19]Vivek Kumar Bagaria, Sreeram Kannan, David Tse, Giulia Fanti, Pramod Viswanath:
Prism: Deconstructing the Blockchain to Approach Physical Limits. CCS 2019: 585-602 - [c18]Giulia Fanti, Leonid Kogan, Sewoong Oh, Kathleen Ruan, Pramod Viswanath, Gerui Wang:
Compounding of Wealth in Proof-of-Stake Cryptocurrencies. Financial Cryptography 2019: 42-61 - [c17]Zinan Lin, Soo-Jin Moon, Carolina M. Zarate, Ritika Mulagalapalli, Sekar Kulandaivel, Giulia Fanti, Vyas Sekar:
Towards Oblivious Network Analysis using Generative Adversarial Networks. HotNets 2019: 43-51 - [c16]Giulia Fanti, Jiantao Jiao, Ashok Vardhan Makkuva, Sewoong Oh, Ranvir Rana, Pramod Viswanath:
Barracuda: The Power of ℓ-polling in Proof-of-Stake Blockchains. MobiHoc 2019: 351-360 - [i19]Giulia Fanti, Nina Holden, Yuval Peres, Gireeja Ranade:
Communication cost of consensus for nodes with limited memory. CoRR abs/1901.01665 (2019) - [i18]Zinan Lin, Kiran Koshy Thekumparampil, Giulia Fanti, Sewoong Oh:
InfoGAN-CR: Disentangling Generative Adversarial Networks with Contrastive Regularizers. CoRR abs/1906.06034 (2019) - [i17]Weizhao Tang, Weina Wang, Giulia Fanti, Sewoong Oh:
Privacy-Utility Tradeoffs in Routing Cryptocurrency over Payment Channel Networks. CoRR abs/1909.02717 (2019) - [i16]Giulia Fanti, Jiantao Jiao, Ashok Vardhan Makkuva, Sewoong Oh, Ranvir Rana, Pramod Viswanath:
Barracuda: The Power of 𝓁-polling in Proof-of-Stake Blockchains. CoRR abs/1909.08719 (2019) - [i15]Lei Yang, Vivek Kumar Bagaria, Gerui Wang, Mohammad Alizadeh, David Tse, Giulia Fanti, Pramod Viswanath:
Prism: Scaling Bitcoin by 10, 000x. CoRR abs/1909.11261 (2019) - [i14]Zinan Lin, Alankar Jain, Chen Wang, Giulia Fanti, Vyas Sekar:
Generating High-fidelity, Synthetic Time Series Datasets with DoppelGANger. CoRR abs/1909.13403 (2019) - [i13]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 abs/1912.01798 (2019) - 2018
- [j8]Giulia Fanti, Shaileshh Bojja Venkatakrishnan, Surya Bakshi, Bradley Denby, Shruti Bhargava, Andrew Miller, Pramod Viswanath:
Dandelion++: Lightweight Cryptocurrency Networking with Formal Anonymity Guarantees. Proc. ACM Meas. Anal. Comput. Syst. 2(2): 29:1-29:35 (2018) - [c15]Vibhaalakshmi Sivaraman, Shaileshh Bojja Venkatakrishnan, Mohammad Alizadeh, Giulia Fanti, Pramod Viswanath:
Routing Cryptocurrency with the Spider Network. HotNets 2018: 29-35 - [c14]Zinan Lin, Ashish Khetan, Giulia Fanti, Sewoong Oh:
PacGAN: The power of two samples in generative adversarial networks. NeurIPS 2018: 1505-1514 - [c13]Giulia Fanti, Shaileshh Bojja Venkatakrishnan, Surya Bakshi, Bradley Denby, Shruti Bhargava, Andrew Miller, Pramod Viswanath:
Dandelion++: Lightweight Cryptocurrency Networking with Formal Anonymity Guarantees. SIGMETRICS (Abstracts) 2018: 5-7 - [i12]Giulia Fanti, Shaileshh Bojja Venkatakrishnan, Surya Bakshi, Bradley Denby, Shruti Bhargava, Andrew Miller, Pramod Viswanath:
Dandelion++: Lightweight Cryptocurrency Networking with Formal Anonymity Guarantees. CoRR abs/1805.11060 (2018) - [i11]Vibhaalakshmi Sivaraman, Shaileshh Bojja Venkatakrishnan, Mohammad Alizadeh, Giulia Fanti, Pramod Viswanath:
Routing Cryptocurrency with the Spider Network. CoRR abs/1809.05088 (2018) - [i10]Giulia Fanti, Leonid Kogan, Sewoong Oh, Kathleen Ruan, Pramod Viswanath, Gerui Wang:
Compounding of Wealth in Proof-of-Stake Cryptocurrencies. CoRR abs/1809.07468 (2018) - [i9]Vivek Kumar Bagaria, Sreeram Kannan, David Tse, Giulia Fanti, Pramod Viswanath:
Deconstructing the Blockchain to Approach Physical Limits. CoRR abs/1810.08092 (2018) - [i8]Vivek Kumar Bagaria, Sreeram Kannan, David Tse, Giulia Fanti, Pramod Viswanath:
Deconstructing the Blockchain to Approach Physical Limits. IACR Cryptol. ePrint Arch. 2018: 992 (2018) - 2017
- [j7]Shaileshh Bojja Venkatakrishnan, Giulia Fanti, Pramod Viswanath:
Dandelion: Redesigning the Bitcoin Network for Anonymity. Proc. ACM Meas. Anal. Comput. Syst. 1(1): 22:1-22:34 (2017) - [j6]Giulia Fanti, Peter Kairouz, Sewoong Oh, Kannan Ramchandran, Pramod Viswanath:
Hiding the Rumor Source. IEEE Trans. Inf. Theory 63(10): 6679-6713 (2017) - [c12]Giulia Fanti, Pramod Viswanath:
Deanonymization in the Bitcoin P2P Network. NIPS 2017: 1364-1373 - [c11]Shaileshh Bojja Venkatakrishnan, Giulia Fanti, Pramod Viswanath:
Dandelion: Redesigning the Bitcoin Network for Anonymity. SIGMETRICS (Abstracts) 2017: 57 - [i7]Shaileshh Bojja Venkatakrishnan, Giulia Fanti, Pramod Viswanath:
Dandelion: Redesigning the Bitcoin Network for Anonymity. CoRR abs/1701.04439 (2017) - [i6]Giulia Fanti, Pramod Viswanath:
Anonymity Properties of the Bitcoin P2P Network. CoRR abs/1703.08761 (2017) - [i5]Zinan Lin, Ashish Khetan, Giulia Fanti, Sewoong Oh:
PacGAN: The power of two samples in generative adversarial networks. CoRR abs/1712.04086 (2017) - 2016
- [j5]Giulia Fanti, Vasyl Pihur, Úlfar Erlingsson:
Building a RAPPOR with the Unknown: Privacy-Preserving Learning of Associations and Data Dictionaries. Proc. Priv. Enhancing Technol. 2016(3): 41-61 (2016) - [j4]Giulia Fanti, Peter Kairouz, Sewoong Oh, Kannan Ramchandran, Pramod Viswanath:
Metadata-Conscious Anonymous Messaging. IEEE Trans. Signal Inf. Process. over Networks 2(4): 582-594 (2016) - [c10]Giulia Fanti, Pramod Viswanath:
Algorithmic advances in anonymous communication over networks. CISS 2016: 133-138 - [c9]Giulia Fanti, Peter Kairouz, Sewoong Oh, Kannan Ramchandran, Pramod Viswanath:
Metadata-conscious anonymous messaging. ICML 2016: 108-116 - [c8]Giulia Fanti, Peter Kairouz, Sewoong Oh, Kannan Ramchandran, Pramod Viswanath:
Rumor Source Obfuscation on Irregular Trees. SIGMETRICS 2016: 153-164 - [i4]Adam Lerner, Giulia Fanti, Yahel Ben-David, Jesus Garcia, Paul Schmitt, Barath Raghavan:
Rangzen: Anonymously Getting the Word Out in a Blackout. CoRR abs/1612.03371 (2016) - 2015
- [b1]Giulia Cecilia Fanti:
Privacy-preserving Messaging and Search: A Collaborative Approach. University of California, Berkeley, USA, 2015 - [j3]Giulia Fanti, Kannan Ramchandran:
Efficient Private Information Retrieval Over Unsynchronized Databases. IEEE J. Sel. Top. Signal Process. 9(7): 1229-1239 (2015) - [j2]Venkatesan N. Ekambaram, Giulia Cecilia Fanti, Babak Ayazifar, Kannan Ramchandran:
Spline-Like Wavelet Filterbanks for Multiresolution Analysis of Graph-Structured Data. IEEE Trans. Signal Inf. Process. over Networks 1(4): 268-278 (2015) - [c7]Giulia Fanti, Peter Kairouz, Sewoong Oh, Pramod Viswanath:
Spy vs. Spy: Rumor Source Obfuscation. SIGMETRICS 2015: 271-284 - [i3]Giulia Fanti, Vasyl Pihur, Úlfar Erlingsson:
Building a RAPPOR with the Unknown: Privacy-Preserving Learning of Associations and Data Dictionaries. CoRR abs/1503.01214 (2015) - [i2]Giulia Fanti, Peter Kairouz, Sewoong Oh, Kannan Ramchandran, Pramod Viswanath:
Hiding the Rumor Source. CoRR abs/1509.02849 (2015) - 2014
- [c6]Giulia Fanti, Kannan Ramchandran:
Multi-server private information retrieval over unsynchronized databases. Allerton 2014: 437-444 - [c5]Giulia Fanti, Matthieu Finiasz, Gerald Friedland, Kannan Ramchandran:
Toward efficient, privacy-aware media classification on public databases. ICMR 2014: 49 - 2013
- [j1]Giulia Fanti, Matthieu Finiasz, Kannan Ramchandran:
One-Way Private Media Search on Public Databases: The Role of Signal Processing. IEEE Signal Process. Mag. 30(2): 53-61 (2013) - [c4]Venkatesan N. Ekambaram, Giulia Fanti, Babak Ayazifar, Kannan Ramchandran:
Wavelet-regularized graph semi-supervised learning. GlobalSIP 2013: 423-426 - [c3]Venkatesan N. Ekambaram, Giulia Fanti, Babak Ayazifar, Kannan Ramchandran:
Critically-sampled perfect-reconstruction spline-wavelet filterbanks for graph signals. GlobalSIP 2013: 475-478 - [c2]Venkatesan N. Ekambaram, Giulia Cecilia Fanti, Babak Ayazifar, Kannan Ramchandran:
Circulant structures and graph signal processing. ICIP 2013: 834-838 - [c1]Shaddi Hasan, Yahel Ben-David, Giulia Fanti, Eric A. Brewer, Scott Shenker:
Building Dissent Networks: Towards Effective Countermeasures against Large-Scale Communications Blackouts. FOCI 2013 - 2012
- [i1]Venkatesan N. Ekambaram, Giulia Fanti, Kannan Ramchandran:
Semi-Definite Programming Relaxation for Non-Line-of-Sight Localization. CoRR abs/1210.5031 (2012)
Coauthor Index
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