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Anum Talpur

8 papers hereh-index 5155 citations11 works total

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

author position
  • first author8

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.NI5
  • cs.LG3

identity via Semantic Scholar / OpenAlex

activity
20212023
most citedMachine Learning for Security in Vehicular Networks: A Comprehensive Survey

105 citations · 180 across the 8 of their papers we have counts for

collaborators
Showing cs.LGShow all

3 papers · 1 filter

cs.LG2022★ 2 cited

GFCL: A GRU-based Federated Continual Learning Framework against Data Poisoning Attacks in IoV

Anum Talpur, Mohan Gurusamy

Integration of machine learning (ML) in 5G-based Internet of Vehicles (IoV) networks has enabled intelligent transportation and smart traffic management. Nonetheless, the security…

cs.LG2021★ 9 cited

Adversarial Attacks Against Deep Reinforcement Learning Framework in Internet of Vehicles

Anum Talpur, Mohan Gurusamy

Machine learning (ML) has made incredible impacts and transformations in a wide range of vehicular applications. As the use of ML in Internet of Vehicles (IoV) continues to advance…

cs.LG2021★ 105 cited

Machine Learning for Security in Vehicular Networks: A Comprehensive Survey

Anum Talpur, Mohan Gurusamy

Machine Learning (ML) has emerged as an attractive and viable technique to provide effective solutions for a wide range of application domains. An important application domain is v…

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