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researcher

Basak Guler

University of California, Riverside

11 papers hereh-index 161.7k citations48 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author5
  • last author3

Across the 10 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.AI1
  • cs.CR1
  • eess.IV1
affiliations
  • University of California, Riverside
Homepage

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedA Scalable Approach for Privacy-Preserving Collaborative Machine Learning

25 citations · 36 across the 6 of their papers we have counts for

collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2026

MineGrad: Gradient Inversion Attacks on LoRA Fine-Tuning

Hasin Us Sami, Swapneel Sen, Basak Guler

Parameter-efficient fine-tuning (PEFT), such as low-rank adaptation (LoRA), has recently been adopted in federated learning to reduce communication and computation costs. In this s…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.