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Zheng Li

CISPA Helmholtz Center for Information Security

23 papers hereh-index 171.3k citations31 works total

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

author position
  • first author4
  • middle author19

Across the 23 of 23 papers where every author was matched, so the position is known.

fields
  • cs.CR19
  • cs.CL2
  • cs.CV1
  • cs.LG1
affiliations
  • CISPA Helmholtz Center for Information Security
Homepage
same name
  • Zheng Li — 16 papers, h 6
  • Zheng Li — 16 papers, h 15
  • Zheng Li — 14 papers, h 14
  • Zheng Li — 13 papers, h 5
  • Zheng Li — 10 papers, h 10
  • Zheng Li — 9 papers, h 8

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedMembership Inference Attacks Against Text-to-image Generation Models

20 citations · 84 across the 21 of their papers we have counts for

collaborators
Showing cs.CLShow all

2 papers · 1 filter

cs.CL2024

Inside the Black Box: Detecting Data Leakage in Pre-trained Language Encoders

Yuan Xin, Zheng Li, Ning Yu +4

Despite being prevalent in the general field of Natural Language Processing (NLP), pre-trained language models inherently carry privacy and copyright concerns due to their nature o…

cs.CL2023★ 3 cited

NOTABLE: Transferable Backdoor Attacks Against Prompt-based NLP Models

Kai Mei, Zheng Li, Zhenting Wang +2

Prompt-based learning is vulnerable to backdoor attacks. Existing backdoor attacks against prompt-based models consider injecting backdoors into the entire embedding layers or word…

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