Sonakshi Garg

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Doctoral student at Department of Computing Science

MIT-huset, Umeå universitet, MIT.A.420 Umeå universitet, 901 87 Umeå

A stratified review of COVID-19 infection forecasting and an efficient methodology using multiple domain-based transfer learning

Expert systems with applications, Elsevier 2025, Vol. 262

Kumar, Sandeep; Garg, Sonakshi; Muhuri, Pranab K.

Poisoning attacks on federated learning for autonomous driving

14th Scandinavian Conference on Artificial Intelligence SCAI 2024, June 10-11, 2024, Jönköping, Sweden, Linköping University Electronic Press 2024 : 11-18

Garg, Sonakshi; Jönsson, Hugo; Kalander, Gustav; et al.

Privacy in manifolds: combining k-anonymity with differential privacy on Fréchet means

Computers & security (Print), Elsevier 2024, Vol. 144

Garg, Sonakshi; Torra, Vicenç

Can synthetic data preserve manifold properties?

ICT systems security and privacy protection: 39th IFIP international conference, SEC 2024, Edinburgh, UK, June 12–14, 2024, proceedings, Cham: Springer 2024 : 134-147

Garg, Sonakshi; Torra, Vicenç

Task-specific knowledge distillation with differential privacy in LLMs

Computer Security – ESORICS 2024: 29th European Symposium on Research in Computer Security, Bydgoszcz, Poland, September 16–20, 2024, Proceedings, Part II, Springer Science+Business Media B.V. 2024 : 374-389

Garg, Sonakshi; Torra, Vicenç

K-anonymous privacy preserving manifold learning

Proceedings of the 20th international conference on security and cryptography: SECRYPT 2023, SciTePress 2023 : 37-48

Garg, Sonakshi; Torra, Vicenç

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NAUSICA: PrivAcy-AWare traNSparent deCIsions group