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Umeå University
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Staff photo Ayush Kumar Varshney

Ayush Kumar Varshney

I am a PhD scholar in the department of Computing Sciences, Umeå University. I am a member of NAUSICA group which focuses on privacy preserving AI algorithms.

Contact

E-mail
ayush.kumar.varshney@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
Integrally private model selection for support vector machine
Computer Security. ESORICS 2023 International Workshops: CyberICS, DPM, CBT, and SECPRE, The Hague, The Netherlands, September 25–29, 2023, Revised Selected Papers, Part I, Springer Nature 2024 : 249-259
Kwatra, Saloni; Varshney, Ayush K.; Torra, Vicenç
Exploring privacy-preserving models in model space
UMINF, 24.03
Varshney, Ayush K.
HFedRF: Horizontal Federated Random Forest
International congress and workshop on industrial AI and emaintenance 2023, Springer 2023 : 409-422
Mehra, Priyanka; Varshney, Ayush K.
Density-based IFCM along with its interval valued and probabilistic extensions, and a review of intuitionistic fuzzy clustering methods
Artificial Intelligence Review, Springer 2023, Vol. 56 : 3755-3795
Varshney, Ayush K.; Muhuri, Pranab K.; Danish Lohani, Q.M.
Literature review of the recent trends and applicationsin various fuzzy rule-based systems
International Journal of Fuzzy Systems, Springer Nature 2023, Vol. 25, (6) : 2163-2186
Varshney, Ayush K.; Torra, Vicenç
Integrally private model selection for deep neural networks
Database and expert systems applications: 34th international conference, DEXA 2023, Penang, Malaysia, august 28–30, 2023, proceedings, part II, Malaysia: Springer Nature 2023 : 408-422
Varshney, Ayush K.; Torra, Vicenç
Concept drift detection using ensemble of integrally private models
MLCS@ECML-PKDD 2023, The 5th Workshop on Machine Learning for CyberSecurity, Turin, Italy, September 18-22, 2023
Varshney, Ayush K.; Torra, Vicenç
P-IT2IFCM: Probabilistic Interval Type-2 Intuitionistic Fuzzy c-Means Clustering Algorithm
2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
Chakraborty, Debanjan; Varshney, Ayush K.; Muhuri, Pranab K.; et al.
Modified Probabilistic Intuitionistic Fuzzy c-Means Clustering Algorithm: MPIFCM
2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
Chakraborty, Debanjan; Varshney, Ayush K.; Muhuri, Pranab K.; et al.
PIFHC: the Probabilistic Intuitionistic Fuzzy Hierarchical Clustering Algorithm
Applied Soft Computing, Elsevier 2022, Vol. 120
Varshney, Ayush K.; Muhuri, Pranab K.; Danish Lohani, Q.M.
Designing Distributed Chi-Fuzzy Rule based Classification System
2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
Varshney, Ayush K.; Torra, Vicenç
Improved Probabilistic Intuitionistic Fuzzy c-Means Clustering Algorithm: Improved PIFCM
2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
Varshney, Ayush K.; Lohani, Q. M. Danish; Muhuri, PK
Interval-Valued Fuzzy c-Means Algorithm and Interval-Valued Density-Based Fuzzy c-Means Algorithm
2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
Varshney, Ayush K.; Mehra, Priyanka; Muhuri, Pranab K.; et al.
Literature Review of various Fuzzy Rule based Systems
Varshney, Ayush K.; Torra, Vicenç
Recurrence analysis of integrally private support vector machine
Varshney, Ayush K.; Torra, Vicenç
k-IPfedAvg: k-Anonymous Integrally Private Federated Averaging with Convergence Guarantee
Varshney, Ayush K.; Torra, Vicenç
View publications in DiVA