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Alexandra Klymenko

10 papers hereh-index 566 citations22 works total

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

author position
  • first author1
  • middle author9

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

fields
  • cs.CL5
  • cs.CR2
  • cs.HC2
  • cs.CY1

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedSoK: Privacy Risks and Mitigations in Retrieval-Augmented Generation Systems

2 citations · 4 across the 10 of their papers we have counts for

collaborators
Showing cs.CRShow all

2 papers · 1 filter

cs.CR2026★ 2 cited

SoK: Privacy Risks and Mitigations in Retrieval-Augmented Generation Systems

Andreea-Elena Bodea, Stephen Meisenbacher, Alexandra Klymenko +1

The continued promise of Large Language Models (LLMs), particularly in their natural language understanding and generation capabilities, has driven a rapidly increasing interest in…

cs.CR2025★ 2 cited

The Double-edged Sword of LLM-based Data Reconstruction: Understanding and Mitigating Contextual Vulnerability in Word-level Differential Privacy Text Sanitization

Stephen Meisenbacher, Alexandra Klymenko, Andreea-Elena Bodea +1

Differentially private text sanitization refers to the process of privatizing texts under the framework of Differential Privacy (DP), providing provable privacy guarantees while al…

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