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Sonakshi Garg
Contact
E-mail
sonakshi.garg@umu.se
Phone
Works at
Affiliation
Doctoral student at
Department of Computing Science
Location
MIT-huset, Umeå universitet, MIT.A.420
Umeå universitet, 901 87 Umeå
Publications
Publications
Research
Research
2024
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.
2024
Privacy in manifolds: combining k-anonymity with differential privacy on Fréchet means
Computers & security (Print)
, Elsevier 2024, Vol. 144
Garg, Sonakshi; Torra, Vicenç
2024
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
2024
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
2024
A stratified review of COVID-19 infection forecasting and an efficient methodology using multiple domain-based transfer learning
Expert systems with applications
Kumar, Sandeep; Garg, Sonakshi; Muhuri, Pranab K.
2023
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
View publications in DiVA
Research groups
Group member
NAUSICA: PrivAcy-AWare traNSparent deCIsions group
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