Swanand Kadhe

According to our database, Swanand Kadhe authored at least 56 papers between 2010 and 2023.

Collaborative distances:

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

2023

Optimal Information Security Against Limited-View Adversaries: Beyond MDS Codes.

Qiaosheng Eric Zhang, Swanand Kadhe, Mayank Bakshi, Sidharth Jaggi, Alex Sprintson

IEEE Trans. Commun., December, 2023

Minimum-Rate Spectrum-Blind Sampling Based on Sparse-Graph Codes.

Orhan Öçal, Swanand Kadhe, Xiao Li, Kannan Ramchandran

IEEE Trans. Signal Process., 2023

FairSISA: Ensemble Post-Processing to Improve Fairness of Unlearning in LLMs.

Swanand Ravindra Kadhe, Anisa Halimi, Ambrish Rawat, Nathalie Baracaldo

CoRR, 2023

Forcing Generative Models to Degenerate Ones: The Power of Data Poisoning Attacks.

Shuli Jiang, Swanand Ravindra Kadhe, Yi Zhou, Ling Cai, Nathalie Baracaldo

CoRR, 2023

Privacy-Preserving Federated Learning over Vertically and Horizontally Partitioned Data for Financial Anomaly Detection.

Swanand Ravindra Kadhe, Heiko Ludwig, Nathalie Baracaldo, Alan King, Yi Zhou, Keith Houck, Ambrish Rawat, Mark Purcell, Naoise Holohan, Mikio Takeuchi, Ryo Kawahara, Nir Drucker, Hayim Shaul, Eyal Kushnir, Omri Soceanu

CoRR, 2023

Benchmarking the Effect of Poisoning Defenses on the Security and Bias of Deep Learning Models.

Nathalie Baracaldo, Farhan Ahmed, Kevin Eykholt, Yi Zhou, Shriti Priya, Taesung Lee, Swanand Kadhe, Mike Tan, Sridevi Polavaram, Sterling Suggs, Yuyang Gao, David Slater

Proceedings of the 2023 IEEE Security and Privacy Workshops (SPW), 2023

LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning.

Timothy Castiglia, Yi Zhou, Shiqiang Wang, Swanand Kadhe, Nathalie Baracaldo, Stacy Patterson

Proceedings of the International Conference on Machine Learning, 2023

2022

Federated Unlearning: How to Efficiently Erase a Client in FL?

Anisa Halimi, Swanand Kadhe, Ambrish Rawat, Nathalie Baracaldo

CoRR, 2022

Robust Learning Protocol for Federated Tumor Segmentation Challenge.

Ambrish Rawat, Giulio Zizzo, Swanand Kadhe, Jonathan P. Epperlein, Stefano Braghin

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2022

DeTrust-FL: Privacy-Preserving Federated Learning in Decentralized Trust Setting.

Runhua Xu, Nathalie Baracaldo, Yi Zhou, Ali Anwar, Swanand Kadhe, Heiko Ludwig

Proceedings of the IEEE 15th International Conference on Cloud Computing, 2022

2021

Service Rate Region: A New Aspect of Coded Distributed System Design.

Mehmet S. Aktas, Gauri Joshi, Swanand Kadhe, Fatemeh Kazemi, Emina Soljanin

IEEE Trans. Inf. Theory, 2021

Download Time Analysis for Distributed Storage Codes With Locality and Availability.

Mehmet Fatih Aktas, Swanand Kadhe, Emina Soljanin, Alex Sprintson

IEEE Trans. Commun., 2021

Single-Server Private Information Retrieval Schemes are Equivalent to Locally Recoverable Coding Schemes.

Swanand Kadhe, Anoosheh Heidarzadeh, Alex Sprintson, Onur Ozan Koyluoglu

IEEE J. Sel. Areas Inf. Theory, 2021

Communication-Efficient and Byzantine-Robust Distributed Learning With Error Feedback.

Avishek Ghosh, Raj Kumar Maity, Swanand Kadhe, Arya Mazumdar, Kannan Ramchandran

IEEE J. Sel. Areas Inf. Theory, 2021

Leveraging Spatial and Temporal Correlations in Sparsified Mean Estimation.

Divyansh Jhunjhunwala, Ankur Mallick, Advait Gadhikar, Swanand Kadhe, Gauri Joshi

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

FastShare: Scalable Secret Sharing by Leveraging Locality.

Swanand Kadhe, Nived Rajaraman, Kannan Ramchandran

Proceedings of the IEEE International Symposium on Information Theory, 2021

2020

Private Information Retrieval With Side Information.

Swanand Kadhe, Brenden Garcia, Anoosheh Heidarzadeh, Salim Y. El Rouayheb, Alex Sprintson

IEEE Trans. Inf. Theory, 2020

Stealthy Communication Over Adversarially Jammed Multipath Networks.

Jianhan Song, Qiaosheng Eric Zhang, Swanand Kadhe, Mayank Bakshi, Sidharth Jaggi

IEEE Trans. Commun., 2020

FastSecAgg: Scalable Secure Aggregation for Privacy-Preserving Federated Learning.

Swanand Kadhe, Nived Rajaraman, Onur Ozan Koyluoglu, Kannan Ramchandran

CoRR, 2020

Communication-Efficient and Byzantine-Robust Distributed Learning.

Avishek Ghosh, Raj Kumar Maity, Swanand Kadhe, Arya Mazumdar, Kannan Ramchandran

Proceedings of the Information Theory and Applications Workshop, 2020

Communication-Efficient Gradient Coding for Straggler Mitigation in Distributed Learning.

Swanand Kadhe, Onur Ozan Koyluoglu, Kannan Ramchandran

Proceedings of the IEEE International Symposium on Information Theory, 2020

Communication Efficient and Byzantine Tolerant Distributed Learning.

Avishek Ghosh, Raj Kumar Maity, Swanand Kadhe, Arya Mazumdar, Kannan Ramchandran

Proceedings of the IEEE International Symposium on Information Theory, 2020

CoVer: Collaborative Light-Node-Only Verification and Data Availability for Blockchains.

Steven Cao, Swanand Kadhe, Kannan Ramchandran

Proceedings of the IEEE International Conference on Blockchain, 2020

OverSketched Newton: Fast Convex Optimization for Serverless Systems.

Vipul Gupta, Swanand Kadhe, Thomas A. Courtade, Michael W. Mahoney, Kannan Ramchandran

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Codes With Locality in the Rank and Subspace Metrics.

Swanand Kadhe, Salim Y. El Rouayheb, Iwan M. Duursma, Alex Sprintson

IEEE Trans. Inf. Theory, 2019

Analyzing the Download Time of Availability Codes.

Mehmet Fatih Aktas, Swanand Kadhe, Emina Soljanin, Alex Sprintson

CoRR, 2019

Logical Clifford Synthesis for Stabilizer Codes.

Narayanan Rengaswamy, A. Robert Calderbank, Swanand Kadhe, Henry D. Pfister

CoRR, 2019

SeF: A Secure Fountain Architecture for Slashing Storage Costs in Blockchains.

Swanand Kadhe, Jichan Chung, Kannan Ramchandran

CoRR, 2019

On an Equivalence Between Single-Server PIR with Side Information and Locally Recoverable Codes.

Swanand Kadhe, Anoosheh Heidarzadeh, Alex Sprintson, Onur Ozan Koyluoglu

Proceedings of the 2019 IEEE Information Theory Workshop, 2019

Low-degree Pseudo-Boolean Function Recovery Using Codes.

Orhan Ocal, Swanand Kadhe, Kannan Ramchandran

Proceedings of the IEEE International Symposium on Information Theory, 2019

Gradient Coding Based on Block Designs for Mitigating Adversarial Stragglers.

Swanand Kadhe, Onur Ozan Koyluoglu, Kannan Ramchandran

Proceedings of the IEEE International Symposium on Information Theory, 2019

Single-Server Multi-Message Individually-Private Information Retrieval with Side Information.

Anoosheh Heidarzadeh, Swanand Kadhe, Salim Y. El Rouayheb, Alex Sprintson

Proceedings of the IEEE International Symposium on Information Theory, 2019

2018

Multipath Stealth Communication with Jammers.

Jianhan Song, Qiaosheng Eric Zhang, Mayank Bakshi, Sidharth Jaggi, Swanand Kadhe

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Synthesis of Logical Clifford Operators via Symplectic Geometry.

Narayanan Rengaswamy, A. Robert Calderbank, Henry D. Pfister, Swanand Kadhe

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

On the Capacity of Single-Server Multi-Message Private Information Retrieval with Side Information.

Anoosheh Heidarzadeh, Brenden Garcia, Swanand Kadhe, Salim Y. El Rouayheb, Alex Sprintson

Proceedings of the 56th Annual Allerton Conference on Communication, 2018

2017

Security for minimum storage regenerating codes and locally repairable codes.

Swanand Kadhe, Alex Sprintson

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Rate optimal binary linear locally repairable codes with small availability.

Swanand Kadhe, A. Robert Calderbank

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Universally weakly secure coset coding schemes for minimum storage regenerating (MSR) codes.

Swanand Kadhe, Alex Sprintson

Proceedings of the 55th Annual Allerton Conference on Communication, 2017

Private information retrieval with side information: The single server case.

Swanand Kadhe, Brenden Garcia, Anoosheh Heidarzadeh, Salim Y. El Rouayheb, Alex Sprintson

Proceedings of the 55th Annual Allerton Conference on Communication, 2017

On the service capacity region of accessing erasure coded content.

Mehmet S. Aktas, Sarah E. Anderson, Ann Johnston, Gauri Joshi, Swanand Kadhe, Gretchen L. Matthews, Carolyn Mayer, Emina Soljanin

Proceedings of the 55th Annual Allerton Conference on Communication, 2017

2016

Codes with unequal locality.

Swanand Kadhe, Alex Sprintson

Proceedings of the IEEE International Symposium on Information Theory, 2016

Rank-metric codes with local recoverability.

Swanand Kadhe, Salim Y. El Rouayheb, Iwan M. Duursma, Alex Sprintson

Proceedings of the 54th Annual Allerton Conference on Communication, 2016

2015

Successive omniscience.

Chung Chan, Ali Al-Bashabsheh, Javad B. Ebrahimi, Tarik Kaced, Swanand Kadhe, Tie Liu, Alex Sprintson, Muxi Yan, Qiaoqiao Zhou

Proceedings of the 2015 International Symposium on Network Coding, 2015

Talking reliably, secretly, and efficiently: A "complete" characterization.

Qiaosheng Eric Zhang, Swanand Kadhe, Mayank Bakshi, Sidharth Jaggi, Alex Sprintson

Proceedings of the 2015 IEEE Information Theory Workshop, 2015

Coding against a limited-view adversary: The effect of causality and feedback.

Qiaosheng Eric Zhang, Swanand Kadhe, Mayank Bakshi, Sidharth Jaggi, Alex Sprintson

Proceedings of the IEEE International Symposium on Information Theory, 2015

Analyzing the download time of availability codes.

Swanand Kadhe, Emina Soljanin, Alex Sprintson

Proceedings of the IEEE International Symposium on Information Theory, 2015

When do the availability codes make the stored data more available?

Swanand Kadhe, Emina Soljanin, Alex Sprintson

Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

Reliable and secure communication over adversarial multipath networks: A survey.

Swanand Kadhe, Alex Sprintson, Qiaosheng Eric Zhang, Mayank Bakshi, Sidharth Jaggi

Proceedings of the 10th International Conference on Information, 2015

2014

Weakly secure regenerating codes for distributed storage.

Swanand Kadhe, Alex Sprintson

Proceedings of the International Symposium on Network Coding, 2014

Reliable, deniable and hidable communication: A quick survey.

Pak Hou Che, Swanand Kadhe, Mayank Bakshi, Chung Chan, Sidharth Jaggi, Alex Sprintson

Proceedings of the 2014 IEEE Information Theory Workshop, 2014

Reliable, deniable, and hidable communication over multipath networks.

Swanand Kadhe, Sidharth Jaggi, Mayank Bakshi, Alex Sprintson

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

On a weakly secure regenerating code construction for minimum storage regime.

Swanand Kadhe, Alex Sprintson

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

2013

A Framework for Non Intrusive Load Monitoring Using Bayesian Inference.

Krishnan Srinivasarengan, Y. G. Goutam, M. Girish Chandra, Swanand Kadhe

Proceedings of the Seventh International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, 2013

On electrical load disaggregation using factor graphs.

Y. G. Goutam, M. Girish Chandra, Krishnan Srinivasarengan, Swanand Kadhe

Proceedings of the International Conference on Advances in Computing, 2013

A Network Coding Based Framework for Construction of Systematic Minimum Bandwidth Regenerating (MBR) Codes for Distributed Storage.

Swanand Kadhe, M. Girish Chandra, Balaji Janakiram

Proceedings of the 19th International Conference on Management of Data, 2013

2010

SpreadStore: A LDPC Erasure Code Scheme for Distributed Storage System.

Subramanyam G. Harihara, Balaji Janakiram, M. Girish Chandra, Aravind Kota Gopalakrishna, Swanand Kadhe, P. Balamuralidhar, B. S. Adiga

Proceedings of the International Conference on Data Storage and Data Engineering, 2010