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researcher

Muhammad Ahmad Kaleem

7 papers hereh-index 5149 citations7 works total

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

author position
  • first author1
  • middle author6

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

fields
  • cs.LG5
  • cs.CR1
  • cs.IT1

identity via Semantic Scholar / OpenAlex

activity
20222024
most citedIncreasing the Cost of Model Extraction with Calibrated Proof of Work

7 citations · 20 across the 7 of their papers we have counts for

collaborators
Showing cs.CRShow all

1 paper · 1 filter

cs.CR2022★ 7 cited

Increasing the Cost of Model Extraction with Calibrated Proof of Work

Adam Dziedzic, Muhammad Ahmad Kaleem, Yu Shen Lu +1

In model extraction attacks, adversaries can steal a machine learning model exposed via a public API by repeatedly querying it and adjusting their own model based on obtained predi…

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