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Damith C. Ranasinghe

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Distributed Multi-Object Tracking Under Limited Field of View Heterogeneous Sensors with Density Clustering

Dec 31, 2023
Fei Chen, Hoa Van Nguyen, Alex S. Leong, Sabita Panicker, Robin Baker, Damith C. Ranasinghe

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ConservationBots: Autonomous Aerial Robot for Fast Robust Wildlife Tracking in Complex Terrains

Aug 17, 2023
Fei Chen, Hoa Van Nguyen, David A. Taggart, Katrina Falkner, S. Hamid Rezatofighi, Damith C. Ranasinghe

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Bayesian Learning with Information Gain Provably Bounds Risk for a Robust Adversarial Defense

Dec 05, 2022
Bao Gia Doan, Ehsan Abbasnejad, Javen Qinfeng Shi, Damith C. Ranasinghe

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Transferable Graph Backdoor Attack

Jul 05, 2022
Shuiqiao Yang, Bao Gia Doan, Paul Montague, Olivier De Vel, Tamas Abraham, Seyit Camtepe, Damith C. Ranasinghe, Salil S. Kanhere

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Query Efficient Decision Based Sparse Attacks Against Black-Box Deep Learning Models

Jan 31, 2022
Viet Quoc Vo, Ehsan Abbasnejad, Damith C. Ranasinghe

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RamBoAttack: A Robust Query Efficient Deep Neural Network Decision Exploit

Dec 10, 2021
Viet Quoc Vo, Ehsan Abbasnejad, Damith C. Ranasinghe

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TnT Attacks! Universal Naturalistic Adversarial Patches Against Deep Neural Network Systems

Nov 19, 2021
Bao Gia Doan, Minhui Xue, Shiqing Ma, Ehsan Abbasnejad, Damith C. Ranasinghe

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Guided-GAN: Adversarial Representation Learning for Activity Recognition with Wearables

Oct 12, 2021
Alireza Abedin, Hamid Rezatofighi, Damith C. Ranasinghe

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Distributed Multi-object Tracking under Limited Field of View Sensors

Dec 23, 2020
Hoa Van Nguyen, Hamid Rezatofighi, Ba-Ngu Vo, Damith C. Ranasinghe

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Attend And Discriminate: Beyond the State-of-the-Art for Human Activity Recognition using Wearable Sensors

Jul 14, 2020
Alireza Abedin, Mahsa Ehsanpour, Qinfeng Shi, Hamid Rezatofighi, Damith C. Ranasinghe

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