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researcher

Kevin A. Roundy

3 papers hereh-index 141.1k citations29 works total

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

author position
  • middle author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CR2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20192023
most cited"Real Attackers Don't Compute Gradients": Bridging the Gap Between Adversarial ML Research and Practice

3 citations · 4 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CR2023

"Do Users fall for Real Adversarial Phishing?" Investigating the Human response to Evasive Webpages

Ajka Draganovic, Savino Dambra, Javier Aldana Iuit +2

Phishing websites are everywhere, and countermeasures based on static blocklists cannot cope with such a threat. To address this problem, state-of-the-art solutions entail the appl…

cs.CR2022★ 3 cited

"Real Attackers Don't Compute Gradients": Bridging the Gap Between Adversarial ML Research and Practice

Giovanni Apruzzese, Hyrum S. Anderson, Savino Dambra +3

Recent years have seen a proliferation of research on adversarial machine learning. Numerous papers demonstrate powerful algorithmic attacks against a wide variety of machine learn…

cs.LG2019★ 1 cited

Collaborative and Privacy-Preserving Machine Teaching via Consensus Optimization

Yufei Han, Yuzhe Ma, Christopher Gates +2

In this work, we define a collaborative and privacy-preserving machine teaching paradigm with multiple distributed teachers. We focus on consensus super teaching. It aims at organi…

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