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Isabel Praça

30 papers hereh-index 293.3k citations226 works total

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

author position
  • middle author6
  • last author24

Across the 30 of 30 papers where every author was matched, so the position is known.

fields
  • cs.CR16
  • cs.SE5
  • cs.AI3
  • cs.LG3
  • cs.CL1
  • cs.MA1
same name
  • Isabel Praça — 8 papers, h 4

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
20212025
most citedA Comparative Analysis of Machine Learning Techniques for IoT Intrusion Detection

56 citations · 256 across the 29 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.AI2022

Deep Learning for Short-term Instant Energy Consumption Forecasting in the Manufacturing Sector

Nuno Oliveira, Norberto Sousa, Isabel Praça

Electricity is a volatile power source that requires great planning and resource management for both short and long term. More specifically, in the short-term, accurate instant ene…

cs.CR2022★ 43 cited

Adaptative Perturbation Patterns: Realistic Adversarial Learning for Robust Intrusion Detection

João Vitorino, Nuno Oliveira, Isabel Praça

Adversarial attacks pose a major threat to machine learning and to the systems that rely on it. In the cybersecurity domain, adversarial cyber-attack examples capable of evading de…

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