Inaam Ilahi

Most-cited papers

1. Challenges and Countermeasures for Adversarial Attacks on Deep Reinforcement Learning

   Inaam Ilahi, Muhammad Usama, Junaid Qadir, M. Janjua +3 more

   2020IEEE Transactions on Artificial Intelligence205 citations Open access

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2. Untrained Neural Network Priors for Inverse Imaging Problems: A Survey

   Adnan Qayyum, Inaam Ilahi, Fahad Shamshad, F. Boussaid +2 more

   2022IEEE Transactions on Pattern Analysis and Machine Intelligence128 citations Open access

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3. Examining Machine Learning for 5G and Beyond Through an Adversarial Lens

   Muhammad Usama, Inaam Ilahi, Junaid Qadir, Rupendra Nath Mitra +1 more

   2020IEEE Internet Computing37 citations Open access

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4. A systematic review of federated learning incentive mechanisms and associated security challenges

   A. Ali, Inaam Ilahi, Adnan Qayyum, Ihab Mohammed +2 more

   2023Computer Science Review30 citations Open access

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

   Inaam Ilahi, Muhammad Usama, M. Farooq, Muhammad Umar Janjua +1 more

   2020IEEE Conference on Local Computer Networks26 citations

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6. Intelligent Resource Allocation in Dense LoRa Networks using Deep Reinforcement Learning

   Inaam Ilahi, Muhammad Usama, M. Farooq, M. Janjua +1 more

   2020arXiv.org24 citations

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7. Incentive-Driven Federated Learning and Associated Security Challenges: A Systematic Review

   Asad M. Ali, Inaam Ilahi, A. Qayyum, Ihab Mohammed +2 more

   202116 citations Open access

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8. Efficient Urdu Caption Generation using Attention based LSTMs

   Inaam Ilahi, Hafiz Muhammad Abdullah Zia, Ahtazaz Ehsan, Rauf Tabassam +1 more

   2020arXiv.org5 citations

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