Concepedia

Muhammad Umar Janjua

MU

Statistics

Publications

12

Citations

260

H-Index

11

Active since

2018

Affiliations

Information Technology University(Current)

Federation University

University of the Punjab

Muhammad Umar Janjua is an author at Information Technology University specializing in computer science, computing, and machine learning.

ORCID

Publications per year

2018–2023

12

Publications

12

Making federated learning robust to adversarial attacks by learning data and model association

Adnan Qayyum, Muhammad Umar Janjua, Junaid Qadir · Computers & Security · 2022 · 35 citations

, , +11

Storage State Analysis and Extraction of Ethereum Blockchain Smart Contracts

Maha Ayub, Tania Saleem, Muhammad Umar Janjua et al. · ACM Transactions on Software Engineering and Methodology · 2022 · 31 citations

, , +17

LoRaDRL: Deep Reinforcement Learning Based Adaptive PHY Layer Transmission Parameters Selection for LoRaWAN

Inaam Ilahi, Muhammad Usama, Muhammad Omer Farooq et al. · 2020 · 30 citations

, , +17

Formal Modeling and Verification of a Blockchain-Based Crowdsourcing Consensus Protocol

Hamra Afzaal, Muhammad Imran, Muhammad Umar Janjua et al. · IEEE Access · 2022 · 28 citations · Full text

, , +17

Challenges and Countermeasures for Adversarial Attacks on Deep Reinforcement Learning

Inaam Ilahi, Muhammad Usama, Junaid Qadir et al. · IEEE Transactions on Artificial Intelligence · 2021 · 25 citations · Full text

, , +15

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