Swanand Kadhe

CoRR, 2024

Split, Unlearn, Merge: Leveraging Data Attributes for More Effective Unlearning in LLMs.

[BibT_eX]

[DOI]

CoRR, 2024

2023

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

[BibT_eX]

[DOI]

IEEE Trans. Commun., December, 2023

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

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2023

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

[BibT_eX]

[DOI]

Anisa Halimi

Ambrish Rawat

Nathalie Baracaldo

CoRR, 2023

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

[BibT_eX]

[DOI]

Shuli Jiang

Yi Zhou

Ling Cai

Nathalie Baracaldo

CoRR, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

2022

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

[BibT_eX]

[DOI]

CoRR, 2022

Robust Learning Protocol for Federated Tumor Segmentation Challenge.

[BibT_eX]

[DOI]

Ambrish Rawat

Giulio Zizzo

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.

[BibT_eX]

[DOI]

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

2021

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

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2021

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

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2021

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

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Inf. Theory, 2021

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

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Inf. Theory, 2021

Leveraging Spatial and Temporal Correlations in Sparsified Mean Estimation.

[BibT_eX]

[DOI]

Divyansh Jhunjhunwala

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.

[BibT_eX]

[DOI]

Nived Rajaraman

Proceedings of the IEEE International Symposium on Information Theory, 2021

2020

Private Information Retrieval With Side Information.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2020

Stealthy Communication Over Adversarially Jammed Multipath Networks.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

Communication-Efficient and Byzantine-Robust Distributed Learning.

[BibT_eX]

[DOI]

Proceedings of the Information Theory and Applications Workshop, 2020

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

[BibT_eX]

[DOI]

Onur Ozan Koyluoglu

Proceedings of the IEEE International Symposium on Information Theory, 2020

Communication Efficient and Byzantine Tolerant Distributed Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2020

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

[BibT_eX]

[DOI]

Steven Cao

Proceedings of the IEEE International Conference on Blockchain, 2020

OverSketched Newton: Fast Convex Optimization for Serverless Systems.

[BibT_eX]

[DOI]

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

2019

Codes With Locality in the Rank and Subspace Metrics.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2019

Analyzing the Download Time of Availability Codes.

[BibT_eX]

[DOI]

CoRR, 2019

Logical Clifford Synthesis for Stabilizer Codes.

[BibT_eX]

[DOI]

CoRR, 2019

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

[BibT_eX]

[DOI]

Jichan Chung

CoRR, 2019

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

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Information Theory Workshop, 2019

Low-degree Pseudo-Boolean Function Recovery Using Codes.

[BibT_eX]

[DOI]

Orhan Ocal

Proceedings of the IEEE International Symposium on Information Theory, 2019

Gradient Coding Based on Block Designs for Mitigating Adversarial Stragglers.

[BibT_eX]

[DOI]

Onur Ozan Koyluoglu

Proceedings of the IEEE International Symposium on Information Theory, 2019

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

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2019

2018

Multipath Stealth Communication with Jammers.

[BibT_eX]

[DOI]

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

Synthesis of Logical Clifford Operators via Symplectic Geometry.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

2017

Security for minimum storage regenerating codes and locally repairable codes.

[BibT_eX]

[DOI]

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

Rate optimal binary linear locally repairable codes with small availability.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

On the service capacity region of accessing erasure coded content.

[BibT_eX]

[DOI]

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

2016

Codes with unequal locality.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2016

Rank-metric codes with local recoverability.

[BibT_eX]

[DOI]

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

2015

Successive omniscience.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Symposium on Network Coding, 2015

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

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Information Theory Workshop, 2015

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

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

Analyzing the download time of availability codes.

[BibT_eX]

[DOI]

Emina Soljanin

Proceedings of the IEEE International Symposium on Information Theory, 2015

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

[BibT_eX]

[DOI]

Emina Soljanin

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

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

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Information, 2015

2014

Weakly secure regenerating codes for distributed storage.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Network Coding, 2014

Reliable, deniable and hidable communication: A quick survey.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Information Theory Workshop, 2014

Reliable, deniable, and hidable communication over multipath networks.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

2013

A Framework for Non Intrusive Load Monitoring Using Bayesian Inference.

[BibT_eX]

[DOI]

Krishnan Srinivasarengan

Y. G. Goutam

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

On electrical load disaggregation using factor graphs.

[BibT_eX]

[DOI]

Y. G. Goutam

Krishnan Srinivasarengan

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.

[BibT_eX]

[DOI]

Balaji Janakiram

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

2010

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

[BibT_eX]

[DOI]

Subramanyam G. Harihara

Balaji Janakiram

Aravind Kota Gopalakrishna