Niall McLaughlin

Orcid: 0000-0002-0917-9145

According to our database1, Niall McLaughlin authored at least 25 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Generating sparse explanations for malicious Android opcode sequences using hierarchical LIME.
Comput. Secur., February, 2024

Hard-label based Small Query Black-box Adversarial Attack.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Automated Monitoring of Ear Biting in Pigs by Tracking Individuals and Events.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023
Vehicle Damage Severity Estimation for Insurance Operations Using In-The-Wild Mobile Images.
IEEE Access, 2023

Android Malware Detection Using Deep Learning.
Proceedings of the Artificial Intelligence and Cybersecurity: Theory and Applications, 2023

2022
3-D Human Pose Estimation Using Iterative Conditional Squeeze and Excitation Networks.
IEEE Trans. Cybern., 2022

Malceiver: Perceiver with Hierarchical and Multi-modal Features for Android Malware Detection.
CoRR, 2022

2021
Multi-view deep learning for zero-day Android malware detection.
J. Inf. Secur. Appl., 2021

Data Augmentation for Opcode Sequence Based Malware Detection.
CoRR, 2021

Towards Explainable CNNs for Android Malware Detection.
Proceedings of the 12th International Conference on Ambient Systems, 2021

2020
DANdroid: A Multi-View Discriminative Adversarial Network for Obfuscated Android Malware Detection.
Proceedings of the CODASPY '20: Tenth ACM Conference on Data and Application Security and Privacy, 2020

2019
Video Person Re-Identification for Wide Area Tracking Based on Recurrent Neural Networks.
IEEE Trans. Circuits Syst. Video Technol., 2019

2018
Refining the Pose: Training and Use of Deep Recurrent Autoencoders for Improving Human Pose Estimation.
Proceedings of the Articulated Motion and Deformable Objects, 2018

2017
Largest Matching Areas for Illumination and Occlusion Robust Face Recognition.
IEEE Trans. Cybern., 2017

Person Reidentification Using Deep Convnets With Multitask Learning.
IEEE Trans. Circuits Syst. Video Technol., 2017

Deep Android Malware Detection.
Proceedings of the Seventh ACM Conference on Data and Application Security and Privacy, 2017

2016
Recurrent Convolutional Network for Video-Based Person Re-identification.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Dense Multiperson Tracking with Robust Hierarchical Linear Assignment.
IEEE Trans. Cybern., 2015

Enhancing Linear Programming with Motion Modeling for Multi-target Tracking.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Data-augmentation for reducing dataset bias in person re-identification.
Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015

2013
Robust Multimodal Person Identification With Limited Training Data.
IEEE Trans. Hum. Mach. Syst., 2013

Online multiperson tracking with occlusion reasoning and unsupervised track motion model.
Proceedings of the 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2013

2012
Illumination invariant facial recognition using a piecewise-constant lighting model.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
Robust Bimodal Person Identification Using Face and Speech with Limited Training Data and Corruption of Both Modalities.
Proceedings of the INTERSPEECH 2011, 2011

Speaker recognition in noisy conditions with limited training data.
Proceedings of the 19th European Signal Processing Conference, 2011


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