Swanand Kadhe

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 60

Top Topics

Distributed Learning

Spatial And Temporal

Information Retrieval

Top Venues

IEEE Trans. Inf. Theory

Publications

Qiaosheng Eric Zhang, Swanand Kadhe, Mayank Bakshi, Sidharth Jaggi, Alex Sprintson
Optimal Information Security Against Limited-View Adversaries: Beyond MDS Codes. IEEE Trans. Commun. 71 (12) (2023)
Timothy Castiglia, Yi Zhou, Shiqiang Wang, Swanand Kadhe, Nathalie Baracaldo, Stacy Patterson
LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning. CoRR (2023)
Nathalie Baracaldo, Farhan Ahmed, Kevin Eykholt, Yi Zhou, Shriti Priya, Taesung Lee, Swanand Kadhe, Mike Tan, Sridevi Polavaram, Sterling Suggs, Yuyang Gao, David Slater
Benchmarking the Effect of Poisoning Defenses on the Security and Bias of Deep Learning Models. SP Workshops (2023)
Timothy Castiglia, Yi Zhou, Shiqiang Wang, Swanand Kadhe, Nathalie Baracaldo, Stacy Patterson
LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning. ICML (2023)
Orhan Öçal, Swanand Kadhe, Xiao Li, Kannan Ramchandran
Minimum-Rate Spectrum-Blind Sampling Based on Sparse-Graph Codes. IEEE Trans. Signal Process. 71 (2023)
Runhua Xu, Nathalie Baracaldo, Yi Zhou, Ali Anwar, Swanand Kadhe, Heiko Ludwig
DeTrust-FL: Privacy-Preserving Federated Learning in Decentralized Trust Setting. CoRR (2022)
Runhua Xu, Nathalie Baracaldo, Yi Zhou, Ali Anwar, Swanand Kadhe, Heiko Ludwig
DeTrust-FL: Privacy-Preserving Federated Learning in Decentralized Trust Setting. CLOUD (2022)
Anisa Halimi, Swanand Kadhe, Ambrish Rawat, Nathalie Baracaldo
Federated Unlearning: How to Efficiently Erase a Client in FL? CoRR (2022)
Ambrish Rawat, Giulio Zizzo, Swanand Kadhe, Jonathan P. Epperlein, Stefano Braghin
Robust Learning Protocol for Federated Tumor Segmentation Challenge. BrainLes@MICCAI (2) (2022)
Ambrish Rawat, Giulio Zizzo, Swanand Kadhe, Jonathan P. Epperlein, Stefano Braghin
Robust Learning Protocol for Federated Tumor Segmentation Challenge. CoRR (2022)
Divyansh Jhunjhunwala, Ankur Mallick, Advait Gadhikar, Swanand Kadhe, Gauri Joshi
Leveraging Spatial and Temporal Correlations in Sparsified Mean Estimation. NeurIPS (2021)
Divyansh Jhunjhunwala, Ankur Mallick, Advait Gadhikar, Swanand Kadhe, Gauri Joshi
Leveraging Spatial and Temporal Correlations in Sparsified Mean Estimation. CoRR (2021)
Swanand Kadhe, Nived Rajaraman, Kannan Ramchandran
FastShare: Scalable Secret Sharing by Leveraging Locality. ISIT (2021)
Mehmet S. Aktas, Gauri Joshi, Swanand Kadhe, Fatemeh Kazemi, Emina Soljanin
Service Rate Region: A New Aspect of Coded Distributed System Design. IEEE Trans. Inf. Theory 67 (12) (2021)
Swanand Kadhe, Anoosheh Heidarzadeh, Alex Sprintson, Onur Ozan Koyluoglu
Single-Server Private Information Retrieval Schemes are Equivalent to Locally Recoverable Coding Schemes. IEEE J. Sel. Areas Inf. Theory 2 (1) (2021)
Mehmet Fatih Aktas, Swanand Kadhe, Emina Soljanin, Alex Sprintson
Download Time Analysis for Distributed Storage Codes With Locality and Availability. IEEE Trans. Commun. 69 (6) (2021)
Avishek Ghosh, Raj Kumar Maity, Swanand Kadhe, Arya Mazumdar, Kannan Ramchandran
Communication-Efficient and Byzantine-Robust Distributed Learning With Error Feedback. IEEE J. Sel. Areas Inf. Theory 2 (3) (2021)
Swanand Kadhe, Nived Rajaraman, Onur Ozan Koyluoglu, Kannan Ramchandran
FastSecAgg: Scalable Secure Aggregation for Privacy-Preserving Federated Learning. CoRR (2020)
Mehmet S. Aktas, Gauri Joshi, Swanand Kadhe, Fatemeh Kazemi, Emina Soljanin
Service Rate Region: A New Aspect of Coded Distributed System Design. CoRR (2020)
Avishek Ghosh, Raj Kumar Maity, Swanand Kadhe, Arya Mazumdar, Kannan Ramchandran
Communication-Efficient and Byzantine-Robust Distributed Learning. ITA (2020)
Swanand Kadhe, Brenden Garcia, Anoosheh Heidarzadeh, Salim Y. El Rouayheb, Alex Sprintson
Private Information Retrieval With Side Information. IEEE Trans. Inf. Theory 66 (4) (2020)
Avishek Ghosh, Raj Kumar Maity, Swanand Kadhe, Arya Mazumdar, Kannan Ramchandran
Communication Efficient and Byzantine Tolerant Distributed Learning. ISIT (2020)
Swanand Kadhe, Onur Ozan Koyluoglu, Kannan Ramchandran
Communication-Efficient Gradient Coding for Straggler Mitigation in Distributed Learning. CoRR (2020)
Steven Cao, Swanand Kadhe, Kannan Ramchandran
CoVer: Collaborative Light-Node-Only Verification and Data Availability for Blockchains. Blockchain (2020)
Swanand Kadhe, Onur Ozan Koyluoglu, Kannan Ramchandran
Communication-Efficient Gradient Coding for Straggler Mitigation in Distributed Learning. ISIT (2020)
Steven Cao, Swanand Kadhe, Kannan Ramchandran
CoVer: Collaborative Light-Node-Only Verification and Data Availability for Blockchains. CoRR (2020)
Vipul Gupta, Swanand Kadhe, Thomas A. Courtade, Michael W. Mahoney, Kannan Ramchandran
OverSketched Newton: Fast Convex Optimization for Serverless Systems. IEEE BigData (2020)
Jianhan Song, Qiaosheng Eric Zhang, Swanand Kadhe, Mayank Bakshi, Sidharth Jaggi
Stealthy Communication Over Adversarially Jammed Multipath Networks. IEEE Trans. Commun. 68 (12) (2020)
Anoosheh Heidarzadeh, Swanand Kadhe, Salim Y. El Rouayheb, Alex Sprintson
Single-Server Multi-Message Individually-Private Information Retrieval with Side Information. ISIT (2019)
Vipul Gupta, Swanand Kadhe, Thomas A. Courtade, Michael W. Mahoney, Kannan Ramchandran
OverSketched Newton: Fast Convex Optimization for Serverless Systems. CoRR (2019)
Swanand Kadhe, Salim Y. El Rouayheb, Iwan M. Duursma, Alex Sprintson
Codes With Locality in the Rank and Subspace Metrics. IEEE Trans. Inf. Theory 65 (9) (2019)
Narayanan Rengaswamy, A. Robert Calderbank, Swanand Kadhe, Henry D. Pfister
Logical Clifford Synthesis for Stabilizer Codes. CoRR (2019)
Swanand Kadhe, Jichan Chung, Kannan Ramchandran
SeF: A Secure Fountain Architecture for Slashing Storage Costs in Blockchains. CoRR (2019)
Swanand Kadhe, Onur Ozan Koyluoglu, Kannan Ramchandran
Gradient Coding Based on Block Designs for Mitigating Adversarial Stragglers. ISIT (2019)
Anoosheh Heidarzadeh, Swanand Kadhe, Salim Y. El Rouayheb, Alex Sprintson
Single-Server Multi-Message Individually-Private Information Retrieval with Side Information. CoRR (2019)
Mehmet Fatih Aktas, Swanand Kadhe, Emina Soljanin, Alex Sprintson
Analyzing the Download Time of Availability Codes. CoRR (2019)
Orhan Ocal, Swanand Kadhe, Kannan Ramchandran
Low-degree Pseudo-Boolean Function Recovery Using Codes. ISIT (2019)
Swanand Kadhe, Anoosheh Heidarzadeh, Alex Sprintson, Onur Ozan Koyluoglu
On an Equivalence Between Single-Server PIR with Side Information and Locally Recoverable Codes. ITW (2019)
Swanand Kadhe, Onur Ozan Koyluoglu, Kannan Ramchandran
Gradient Coding Based on Block Designs for Mitigating Adversarial Stragglers. CoRR (2019)
Swanand Kadhe, Anoosheh Heidarzadeh, Alex Sprintson, Onur Ozan Koyluoglu
On an Equivalence Between Single-Server PIR with Side Information and Locally Recoverable Codes. CoRR (2019)
Avishek Ghosh, Raj Kumar Maity, Swanand Kadhe, Arya Mazumdar, Kannan Ramchandran
Communication-Efficient and Byzantine-Robust Distributed Learning. CoRR (2019)
Jianhan Song, Qiaosheng Eric Zhang, Swanand Kadhe, Mayank Bakshi, Sidharth Jaggi
Multipath Stealth Communication with Jammers. CoRR (2018)
Anoosheh Heidarzadeh, Brenden Garcia, Swanand Kadhe, Salim Y. El Rouayheb, Alex Sprintson
On the Capacity of Single-Server Multi-Message Private Information Retrieval with Side Information. CoRR (2018)
Jianhan Song, Qiaosheng Eric Zhang, Mayank Bakshi, Sidharth Jaggi, Swanand Kadhe
Multipath Stealth Communication with Jammers. ISIT (2018)
Narayanan Rengaswamy, A. Robert Calderbank, Swanand Kadhe, Henry D. Pfister
Synthesis of Logical Clifford Operators via Symplectic Geometry. CoRR (2018)
Anoosheh Heidarzadeh, Brenden Garcia, Swanand Kadhe, Salim Y. El Rouayheb, Alex Sprintson
On the Capacity of Single-Server Multi-Message Private Information Retrieval with Side Information. Allerton (2018)
Narayanan Rengaswamy, A. Robert Calderbank, Henry D. Pfister, Swanand Kadhe
Synthesis of Logical Clifford Operators via Symplectic Geometry. ISIT (2018)
Swanand Kadhe, Brenden Garcia, Anoosheh Heidarzadeh, Salim Y. El Rouayheb, Alex Sprintson
Private Information Retrieval with Side Information. CoRR (2017)
Swanand Kadhe, Alex Sprintson
Universally weakly secure coset coding schemes for minimum storage regenerating (MSR) codes. Allerton (2017)
Swanand Kadhe, Brenden Garcia, Anoosheh Heidarzadeh, Salim Y. El Rouayheb, Alex Sprintson
Private information retrieval with side information: The single server case. Allerton (2017)
Mehmet S. Aktas, Sarah E. Anderson, Ann Johnston, Gauri Joshi, Swanand Kadhe, Gretchen L. Matthews, Carolyn Mayer, Emina Soljanin
On the Service Capacity Region of Accessing Erasure Coded Content. CoRR (2017)
Mehmet S. Aktas, Sarah E. Anderson, Ann Johnston, Gauri Joshi, Swanand Kadhe, Gretchen L. Matthews, Carolyn Mayer, Emina Soljanin
On the service capacity region of accessing erasure coded content. Allerton (2017)
Swanand Kadhe, Alex Sprintson
Universally Weakly Secure Coset Coding Schemes for Minimum Storage Regenerating (MSR) Codes. CoRR (2017)
Swanand Kadhe, A. Robert Calderbank
Rate Optimal Binary Linear Locally Repairable Codes with Small Availability. CoRR (2017)
Swanand Kadhe, Alex Sprintson
Security for minimum storage regenerating codes and locally repairable codes. ISIT (2017)
Swanand Kadhe, A. Robert Calderbank
Rate optimal binary linear locally repairable codes with small availability. ISIT (2017)
Swanand Kadhe, Salim Y. El Rouayheb, Iwan M. Duursma, Alex Sprintson
Rank-Metric Codes with Local Recoverability. CoRR (2017)
Swanand Kadhe, Salim Y. El Rouayheb, Iwan M. Duursma, Alex Sprintson
Rank-metric codes with local recoverability. Allerton (2016)
Swanand Kadhe, Alex Sprintson
Codes with unequal locality. ISIT (2016)
Swanand Kadhe, Alex Sprintson
Codes with Unequal Locality. CoRR (2016)
Swanand Kadhe, Emina Soljanin, Alex Sprintson
Analyzing the download time of availability codes. ISIT (2015)
Qiaosheng Eric Zhang, Swanand Kadhe, Mayank Bakshi, Sidharth Jaggi, Alex Sprintson
Talking reliably, secretly, and efficiently: A "complete" characterization. ITW (2015)
Qiaosheng Eric Zhang, Swanand Kadhe, Mayank Bakshi, Sidharth Jaggi, Alex Sprintson
Coding against a Limited-view Adversary: The Effect of Causality and Feedback. CoRR (2015)
Swanand Kadhe, Emina Soljanin, Alex Sprintson
When do the availability codes make the stored data more available? Allerton (2015)
Swanand Kadhe, Alex Sprintson, Qiaosheng Eric Zhang, Mayank Bakshi, Sidharth Jaggi
Reliable and secure communication over adversarial multipath networks: A survey. ICICS (2015)
Chung Chan, Ali Al-Bashabsheh, Javad B. Ebrahimi, Tarik Kaced, Swanand Kadhe, Tie Liu, Alex Sprintson, Muxi Yan, Qiaoqiao Zhou
Successive omniscience. NetCod (2015)
Qiaosheng Eric Zhang, Swanand Kadhe, Mayank Bakshi, Sidharth Jaggi, Alex Sprintson
Coding against a limited-view adversary: The effect of causality and feedback. ISIT (2015)
Swanand Kadhe, Sidharth Jaggi, Mayank Bakshi, Alex Sprintson
Reliable, Deniable, and Hidable Communication over Multipath Networks. CoRR (2014)
Pak Hou Che, Swanand Kadhe, Mayank Bakshi, Chung Chan, Sidharth Jaggi, Alex Sprintson
Reliable, deniable and hidable communication: A quick survey. ITW (2014)
Swanand Kadhe, Sidharth Jaggi, Mayank Bakshi, Alex Sprintson
Reliable, deniable, and hidable communication over multipath networks. ISIT (2014)
Swanand Kadhe, Alex Sprintson
Weakly Secure Regenerating Codes for Distributed Storage. CoRR (2014)
Swanand Kadhe, Alex Sprintson
On a weakly secure regenerating code construction for minimum storage regime. Allerton (2014)
Swanand Kadhe, Alex Sprintson
Weakly secure regenerating codes for distributed storage. NetCod (2014)
Krishnan Srinivasarengan, Y. G. Goutam, M. Girish Chandra, Swanand Kadhe
A Framework for Non Intrusive Load Monitoring Using Bayesian Inference. IMIS (2013)
Y. G. Goutam, M. Girish Chandra, Krishnan Srinivasarengan, Swanand Kadhe
On electrical load disaggregation using factor graphs. ICACCI (2013)
Swanand Kadhe, M. Girish Chandra, Balaji Janakiram
A Network Coding Based Framework for Construction of Systematic Minimum Bandwidth Regenerating (MBR) Codes for Distributed Storage. COMAD (2013)
Subramanyam G. Harihara, Balaji Janakiram, M. Girish Chandra, Aravind Kota Gopalakrishna, Swanand Kadhe, P. Balamuralidhar, B. S. Adiga
SpreadStore: A LDPC Erasure Code Scheme for Distributed Storage System. DSDE (2010)