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researcher

D. Song

7 papers hereh-index 7700 citations10 works total

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

author position
  • middle author4
  • last author3

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.CR2
  • cs.AI1
  • cs.CL1
same name
  • D. Song — 113 papers, h 137
  • D. Song — 60 papers
  • D. Song — 29 papers, h 19
  • D. Song — 24 papers, h 5
  • D. Song — 20 papers, h 12
  • D. Song — 19 papers, h 17

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
20172024
most citedExploring the Space of Black-box Attacks on Deep Neural Networks

70 citations · 82 across the 6 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.CR2023★ 3 cited

DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification

Mintong Kang, Dawn Song, Bo Li

Diffusion-based purification defenses leverage diffusion models to remove crafted perturbations of adversarial examples and achieve state-of-the-art robustness. Recent studies show…

cs.LG2023★ 2 cited

Effective and Efficient Federated Tree Learning on Hybrid Data

Qinbin Li, Chulin Xie, Xiaojun Xu +5

Federated learning has emerged as a promising distributed learning paradigm that facilitates collaborative learning among multiple parties without transferring raw data. However, m…

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