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Ambra Demontis

39 papers hereh-index 192.9k citations57 works total

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

author position
  • first author5
  • middle author32
  • last author1

Across the 38 of 39 papers where every author was matched, so the position is known.

fields
  • cs.LG24
  • cs.CR9
  • cs.CV3
  • cs.AI2
  • cs.GT1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedWild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning

148 citations · 439 across the 31 of their papers we have counts for

collaborators
Showing 2017 · cs.CRShow all

2 papers · 2 filters

cs.CR2017★ 22 cited

Adversarial Detection of Flash Malware: Limitations and Open Issues

Davide Maiorca, Ambra Demontis, Battista Biggio +2

During the past four years, Flash malware has become one of the most insidious threats to detect, with almost 600 critical vulnerabilities targeting Adobe Flash disclosed in the wi…

cs.CR2017

Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection

Ambra Demontis, Marco Melis, Battista Biggio +6

To cope with the increasing variability and sophistication of modern attacks, machine learning has been widely adopted as a statistically-sound tool for malware detection. However,…

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