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researcher

D. Song

113 papers hereh-index 137113.6k citations413 works total

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

author position
  • middle author39
  • last author68

Across the 107 of 113 papers where every author was matched, so the position is known.

fields
  • cs.CR42
  • cs.LG41
  • cs.CL9
  • cs.AI5
  • cs.CV3
  • cs.CY3
same name
  • 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
  • D. Song — 18 papers

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
20092023
most citedTargeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning

1k citations · 10.8k across the 111 of their papers we have counts for

collaborators
Showing 2017 · cs.AIShow all

2 papers · 2 filters

cs.AI2017★ 176 cited

A Berkeley View of Systems Challenges for AI

Ion Stoica, Dawn Song, Raluca Ada Popa +11

With the increasing commoditization of computer vision, speech recognition and machine translation systems and the widespread deployment of learning-based back-end technologies suc…

cs.AI2017★ 9 cited

Fooling Vision and Language Models Despite Localization and Attention Mechanism

Xiaojun Xu, Xinyun Chen, Chang Liu +3

Adversarial attacks are known to succeed on classifiers, but it has been an open question whether more complex vision systems are vulnerable. In this paper, we study adversarial ex…

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