2022
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Karim, Nazmul; Rizve, Mamshad Nayeem; Rahnavard, Nazanin; Mian, Ajmal; Shah, Mubarak UNICON: Combating Label Noise Through Uniform Selection and Contrastive Learning Proceedings Article In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR'22) 2022. @inproceedings{nokey,
title = {UNICON: Combating Label Noise Through Uniform Selection and Contrastive Learning},
author = {Nazmul Karim and Mamshad Nayeem Rizve and Nazanin Rahnavard and Ajmal Mian and Mubarak Shah},
url = {https://lcwnlab.eecs.ucf.edu/wp-content/uploads/2022/04/2022_CVPR_UniCon_Nazmul-1.pdf
https://lcwnlab.eecs.ucf.edu/wp-content/uploads/2022/04/2022_CVPR_UniCon_Nazmul_supplimental.pdf
https://github.com/nazmul-karim170/UNICON-Noisy-Label},
year = {2022},
date = {2022-06-06},
urldate = {2022-06-06},
journal = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR'22)},
organization = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR'22)},
keywords = {AI Security, Deep Learning, Deep Learning Theory},
pubstate = {published},
tppubtype = {inproceedings}
}
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Karim, Nazmul; Khalid, Umar; Esmaeili, Ashkan; Rahnavard, Nazanin CNLL: A Semi-supervised Approach For Continual Noisy Label Learning Proceedings Article In: IEEE Computer Vision and Pattern Recognition Workshops (CVPRW'22) 2022. @inproceedings{nokey,
title = {CNLL: A Semi-supervised Approach For Continual Noisy Label Learning},
author = {Nazmul Karim and Umar Khalid and Ashkan Esmaeili and Nazanin Rahnavard},
url = {https://lcwnlab.eecs.ucf.edu/wp-content/uploads/2022/08/2022_CVPRW_CNLL_A_Semi-Supervised_Approach_for_Continual_Noisy_Label_Learning_Nazmul-3.pdf
https://lcwnlab.eecs.ucf.edu/wp-content/uploads/2022/08/2022_CVPRW_CNLL_Nazmul_Poster-1.pdf},
year = {2022},
date = {2022-06-06},
urldate = {2022-06-06},
organization = {IEEE Computer Vision and Pattern Recognition Workshops (CVPRW'22)},
keywords = {AI Security, Deep Learning, Deep Learning Theory},
pubstate = {published},
tppubtype = {inproceedings}
}
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Khalid, Umar; Esmaeili, Ashkan; Karim, Nazmul; Rahnavard, Nazanin RODD: A Self-Supervised Approach for Robust Out-of-Distribution Detection Conference 2022. @conference{nokey,
title = {RODD: A Self-Supervised Approach for Robust Out-of-Distribution Detection},
author = {Umar Khalid and Ashkan Esmaeili and Nazmul Karim and Nazanin Rahnavard},
editor = {IEEE Computer Vision and Pattern Recognition Workshops (CVPRW'22)},
url = {https://lcwnlab.eecs.ucf.edu/wp-content/uploads/2022/04/2022_RODD_CVPRW_Umar.pdf},
year = {2022},
date = {2022-06-01},
urldate = {2022-06-01},
journal = {IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPR'22) },
keywords = {AI Security, Deep Learning, Deep Learning Theory},
pubstate = {published},
tppubtype = {conference}
}
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2021
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Edraki, Marzieh; Nazmul Karim, Rahnavard; Mian, Ajmal; Shah, Mubarak Odyssey: Creation, Analysis and Detection of Trojan Models Journal Article In: IEEE Trans. on Information Forensics and Security, 2021. @article{nokey,
title = {Odyssey: Creation, Analysis and Detection of Trojan Models},
author = {Edraki, Marzieh and Karim, Nazmul, Rahnavard, Nazanin and Mian, Ajmal and Shah, Mubarak },
url = {https://lcwnlab.eecs.ucf.edu/wp-content/uploads/2021/10/2021_Odyssey_Marzieh_Nazmul_TIFS.pdf
https://github.com/LCWN-Lab/Odyssey
},
year = {2021},
date = {2021-08-30},
urldate = {2021-08-30},
journal = {IEEE Trans. on Information Forensics and Security},
keywords = {AI Security, Deep Learning},
pubstate = {published},
tppubtype = {article}
}
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Zhang, X.; Gupta, R.; Mian, A.; Rahnavard, N.; Shah, M. Cassandra: Detecting Trojaned Networks from Adversarial Perturbations Journal Article In: IEEE Access, vol. 9, pp. 135856-135867, 2021. @article{nokey,
title = {Cassandra: Detecting Trojaned Networks from Adversarial Perturbations},
author = {X. Zhang and R. Gupta and A. Mian and N. Rahnavard and M. Shah},
url = {https://lcwnlab.eecs.ucf.edu/wp-content/uploads/2022/04/2021_Cassandra_Detecting_Trojaned_Networks_From_Adversarial_Perturbations.pdf},
year = {2021},
date = {2021-07-30},
urldate = {2021-07-30},
journal = {IEEE Access},
volume = {9},
pages = {135856-135867},
keywords = {AI Security, Deep Learning},
pubstate = {published},
tppubtype = {article}
}
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Zaeemzadeh, Alireza; Bisagno, N; Conci, N.; Rahnavard, Nazanin; Shah, Mubarak Out-of-Distribution Detection Using Union of 1-Dimensional Subspaces Conference IEEE Conference on Computer Vision and Pattern Recognition (CVPR'21). 2021. @conference{Zaeemzadeh_cvpr21,
title = {Out-of-Distribution Detection Using Union of 1-Dimensional Subspaces},
author = {Zaeemzadeh, Alireza and Bisagno, N and Conci, N. and Rahnavard, Nazanin and Shah, Mubarak},
url = {https://lcwnlab.eecs.ucf.edu/wp-content/uploads/2021/09/Out-of-Distribution-Detection-Using-Union-of-1-Dimensional-Subspaces.pdf
https://lcwnlab.eecs.ucf.edu/wp-content/uploads/2021/09/Out-of-Distribution-Detection-Using-Union-of-1-Dimensional-Subspaces_Supp.pdf
https://lcwnlab.eecs.ucf.edu/wp-content/uploads/2021/09/CVPR-2021_-presentation-2-1.pdf
https://lcwnlab.eecs.ucf.edu/wp-content/uploads/2021/09/CVPR21_presentation_video.mp4},
year = {2021},
date = {2021-06-01},
urldate = {2021-06-01},
organization = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR'21). },
keywords = {AI Security, Deep Learning},
pubstate = {published},
tppubtype = {conference}
}
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