Research Publications - Cybersecurity / Selected Publications
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Our research on cybersecurity covers adversarial attacks in deep neural networks, biometrics for verification using face and hand features, and secure protocols for authentication.
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Citations 50+
A Secure Authentication Protocol for Multi-Server-Based e-Healthcare using a Fuzzy Commitment Scheme Impact Factor: 3.4† Citation: 72#
IEEE Access, 2019
Subhas Barman, Hubert P. H. Shum, Samiran Chattopadhyay and Debasis Samanta
Topics: Cybersecurity
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IEEE Access, 2019
Subhas Barman, Hubert P. H. Shum, Samiran Chattopadhyay and Debasis Samanta
Topics: Cybersecurity
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Subhas Barman, Hubert P. H. Shum, Samiran Chattopadhyay and Debasis Samanta, "A Secure Authentication Protocol for Multi-Server-Based e-Healthcare using a Fuzzy Commitment Scheme," IEEE Access, vol. 7, no. 1, pp. 12557-12574, IEEE, 2019.
Bibtex @article{barman19secure,
author={Barman, Subhas and Shum, Hubert P. H. and Chattopadhyay, Samiran and Samanta, Debasis},
journal={IEEE Access},
title={A Secure Authentication Protocol for Multi-Server-Based e-Healthcare using a Fuzzy Commitment Scheme},
year={2019},
volume={7},
number={1},
pages={12557--12574},
numpages={18},
doi={10.1109/ACCESS.2019.2893185},
issn={2169-3536},
publisher={IEEE},
}
RIS author={Barman, Subhas and Shum, Hubert P. H. and Chattopadhyay, Samiran and Samanta, Debasis},
journal={IEEE Access},
title={A Secure Authentication Protocol for Multi-Server-Based e-Healthcare using a Fuzzy Commitment Scheme},
year={2019},
volume={7},
number={1},
pages={12557--12574},
numpages={18},
doi={10.1109/ACCESS.2019.2893185},
issn={2169-3536},
publisher={IEEE},
}
TY - JOUR
AU - Barman, Subhas
AU - Shum, Hubert P. H.
AU - Chattopadhyay, Samiran
AU - Samanta, Debasis
T2 - IEEE Access
TI - A Secure Authentication Protocol for Multi-Server-Based e-Healthcare using a Fuzzy Commitment Scheme
PY - 2019
VL - 7
IS - 1
SP - 12557
EP - 12574
DO - 10.1109/ACCESS.2019.2893185
SN - 2169-3536
PB - IEEE
ER -
PaperAU - Barman, Subhas
AU - Shum, Hubert P. H.
AU - Chattopadhyay, Samiran
AU - Samanta, Debasis
T2 - IEEE Access
TI - A Secure Authentication Protocol for Multi-Server-Based e-Healthcare using a Fuzzy Commitment Scheme
PY - 2019
VL - 7
IS - 1
SP - 12557
EP - 12574
DO - 10.1109/ACCESS.2019.2893185
SN - 2169-3536
PB - IEEE
ER -
Citations 20+
LMZMPM: Local Modified Zernike Moment Per-Unit Mass for Robust Human Face Recognition Impact Factor: 6.3† Top 25% Journal in Engineering, Electrical & Electronic† Citation: 22#
IEEE Transactions on Information Forensics and Security (TIFS), 2021
Arindam Kar, Sourav Pramanik, Arghya Chakraborty, Debotosh Bhattacharjee, Edmond S. L. Ho and Hubert P. H. Shum
Topics: Cybersecurity, Face Modelling
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IEEE Transactions on Information Forensics and Security (TIFS), 2021
Arindam Kar, Sourav Pramanik, Arghya Chakraborty, Debotosh Bhattacharjee, Edmond S. L. Ho and Hubert P. H. Shum
Topics: Cybersecurity, Face Modelling
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Arindam Kar, Sourav Pramanik, Arghya Chakraborty, Debotosh Bhattacharjee, Edmond S. L. Ho and Hubert P. H. Shum, "LMZMPM: Local Modified Zernike Moment Per-Unit Mass for Robust Human Face Recognition," IEEE Transactions on Information Forensics and Security, vol. 16, no. 1, pp. 495-509, IEEE, 2021.
Bibtex @article{kar21lmzmpm,
author={Kar, Arindam and Pramanik, Sourav and Chakraborty, Arghya and Bhattacharjee, Debotosh and Ho, Edmond S. L. and Shum, Hubert P. H.},
journal={IEEE Transactions on Information Forensics and Security},
title={LMZMPM: Local Modified Zernike Moment Per-Unit Mass for Robust Human Face Recognition},
year={2021},
volume={16},
number={1},
pages={495--509},
numpages={15},
doi={10.1109/TIFS.2020.3015552},
issn={1556-6021},
publisher={IEEE},
}
RIS author={Kar, Arindam and Pramanik, Sourav and Chakraborty, Arghya and Bhattacharjee, Debotosh and Ho, Edmond S. L. and Shum, Hubert P. H.},
journal={IEEE Transactions on Information Forensics and Security},
title={LMZMPM: Local Modified Zernike Moment Per-Unit Mass for Robust Human Face Recognition},
year={2021},
volume={16},
number={1},
pages={495--509},
numpages={15},
doi={10.1109/TIFS.2020.3015552},
issn={1556-6021},
publisher={IEEE},
}
TY - JOUR
AU - Kar, Arindam
AU - Pramanik, Sourav
AU - Chakraborty, Arghya
AU - Bhattacharjee, Debotosh
AU - Ho, Edmond S. L.
AU - Shum, Hubert P. H.
T2 - IEEE Transactions on Information Forensics and Security
TI - LMZMPM: Local Modified Zernike Moment Per-Unit Mass for Robust Human Face Recognition
PY - 2021
VL - 16
IS - 1
SP - 495
EP - 509
DO - 10.1109/TIFS.2020.3015552
SN - 1556-6021
PB - IEEE
ER -
PaperAU - Kar, Arindam
AU - Pramanik, Sourav
AU - Chakraborty, Arghya
AU - Bhattacharjee, Debotosh
AU - Ho, Edmond S. L.
AU - Shum, Hubert P. H.
T2 - IEEE Transactions on Information Forensics and Security
TI - LMZMPM: Local Modified Zernike Moment Per-Unit Mass for Robust Human Face Recognition
PY - 2021
VL - 16
IS - 1
SP - 495
EP - 509
DO - 10.1109/TIFS.2020.3015552
SN - 1556-6021
PB - IEEE
ER -
Citations 10+
Multiview Discriminative Marginal Metric Learning for Makeup Face Verification Impact Factor: 5.5† Top 25% Journal in Computer Science, Artificial Intelligence† Citation: 19#
Neurocomputing, 2019
Lining Zhang, Hubert P. H. Shum, Li Liu, Guodong Guo and Ling Shao
Topics: Cybersecurity, Face Modelling
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Neurocomputing, 2019
Lining Zhang, Hubert P. H. Shum, Li Liu, Guodong Guo and Ling Shao
Topics: Cybersecurity, Face Modelling
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Lining Zhang, Hubert P. H. Shum, Li Liu, Guodong Guo and Ling Shao, "Multiview Discriminative Marginal Metric Learning for Makeup Face Verification," Neurocomputing, vol. 333, pp. 339-350, Elsevier, 2019.
Bibtex @article{zhang19multiview,
author={Zhang, Lining and Shum, Hubert P. H. and Liu, Li and Guo, Guodong and Shao, Ling},
journal={Neurocomputing},
title={Multiview Discriminative Marginal Metric Learning for Makeup Face Verification},
year={2019},
volume={333},
pages={339--350},
numpages={12},
doi={10.1016/j.neucom.2018.12.003},
issn={0925-2312},
publisher={Elsevier},
}
RIS author={Zhang, Lining and Shum, Hubert P. H. and Liu, Li and Guo, Guodong and Shao, Ling},
journal={Neurocomputing},
title={Multiview Discriminative Marginal Metric Learning for Makeup Face Verification},
year={2019},
volume={333},
pages={339--350},
numpages={12},
doi={10.1016/j.neucom.2018.12.003},
issn={0925-2312},
publisher={Elsevier},
}
TY - JOUR
AU - Zhang, Lining
AU - Shum, Hubert P. H.
AU - Liu, Li
AU - Guo, Guodong
AU - Shao, Ling
T2 - Neurocomputing
TI - Multiview Discriminative Marginal Metric Learning for Makeup Face Verification
PY - 2019
VL - 333
SP - 339
EP - 350
DO - 10.1016/j.neucom.2018.12.003
SN - 0925-2312
PB - Elsevier
ER -
PaperAU - Zhang, Lining
AU - Shum, Hubert P. H.
AU - Liu, Li
AU - Guo, Guodong
AU - Shao, Ling
T2 - Neurocomputing
TI - Multiview Discriminative Marginal Metric Learning for Makeup Face Verification
PY - 2019
VL - 333
SP - 339
EP - 350
DO - 10.1016/j.neucom.2018.12.003
SN - 0925-2312
PB - Elsevier
ER -
Hard No-Box Adversarial Attack on Skeleton-Based Human Action Recognition with Skeleton-Motion-Informed Gradient H5-Index: 291# Core A* Conference‡ Citation: 17#
Proceedings of the 2023 IEEE/CVF International Conference on Computer Vision (ICCV), 2023
Zhengzhi Lu, He Wang, Ziyi Chang, Guoan Yang and Hubert P. H. Shum
Topics: Action Recognition, Cybersecurity
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Proceedings of the 2023 IEEE/CVF International Conference on Computer Vision (ICCV), 2023
Zhengzhi Lu, He Wang, Ziyi Chang, Guoan Yang and Hubert P. H. Shum
Topics: Action Recognition, Cybersecurity
Webpage Cite This Plain Text
Zhengzhi Lu, He Wang, Ziyi Chang, Guoan Yang and Hubert P. H. Shum, "Hard No-Box Adversarial Attack on Skeleton-Based Human Action Recognition with Skeleton-Motion-Informed Gradient," in ICCV '23: Proceedings of the 2023 IEEE/CVF International Conference on Computer Vision, pp. 4574-4583, Paris, France, IEEE/CVF, Oct 2023.
Bibtex @inproceedings{lu23hard,
author={Lu, Zhengzhi and Wang, He and Chang, Ziyi and Yang, Guoan and Shum, Hubert P. H.},
booktitle={Proceedings of the 2023 IEEE/CVF International Conference on Computer Vision},
series={ICCV '23},
title={Hard No-Box Adversarial Attack on Skeleton-Based Human Action Recognition with Skeleton-Motion-Informed Gradient},
year={2023},
month={10},
pages={4574--4583},
numpages={10},
doi={10.1109/ICCV51070.2023.00424},
publisher={IEEE/CVF},
location={Paris, France},
}
RIS author={Lu, Zhengzhi and Wang, He and Chang, Ziyi and Yang, Guoan and Shum, Hubert P. H.},
booktitle={Proceedings of the 2023 IEEE/CVF International Conference on Computer Vision},
series={ICCV '23},
title={Hard No-Box Adversarial Attack on Skeleton-Based Human Action Recognition with Skeleton-Motion-Informed Gradient},
year={2023},
month={10},
pages={4574--4583},
numpages={10},
doi={10.1109/ICCV51070.2023.00424},
publisher={IEEE/CVF},
location={Paris, France},
}
TY - CONF
AU - Lu, Zhengzhi
AU - Wang, He
AU - Chang, Ziyi
AU - Yang, Guoan
AU - Shum, Hubert P. H.
T2 - Proceedings of the 2023 IEEE/CVF International Conference on Computer Vision
TI - Hard No-Box Adversarial Attack on Skeleton-Based Human Action Recognition with Skeleton-Motion-Informed Gradient
PY - 2023
Y1 - 10 2023
SP - 4574
EP - 4583
DO - 10.1109/ICCV51070.2023.00424
PB - IEEE/CVF
ER -
Paper Supplementary Material GitHub YouTubeAU - Lu, Zhengzhi
AU - Wang, He
AU - Chang, Ziyi
AU - Yang, Guoan
AU - Shum, Hubert P. H.
T2 - Proceedings of the 2023 IEEE/CVF International Conference on Computer Vision
TI - Hard No-Box Adversarial Attack on Skeleton-Based Human Action Recognition with Skeleton-Motion-Informed Gradient
PY - 2023
Y1 - 10 2023
SP - 4574
EP - 4583
DO - 10.1109/ICCV51070.2023.00424
PB - IEEE/CVF
ER -
Two-Stage Human Verification using HandCAPTCHA and Anti-Spoofed Finger Biometrics with Feature Selection Impact Factor: 7.5† Top 25% Journal in Computer Science, Artificial Intelligence† Citation: 11#
Expert Systems with Applications (ESWA), 2021
Asish Bera, Debotosh Bhattacharjee and Hubert P. H. Shum
Topics: Cybersecurity, Hands and Gestures
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Expert Systems with Applications (ESWA), 2021
Asish Bera, Debotosh Bhattacharjee and Hubert P. H. Shum
Topics: Cybersecurity, Hands and Gestures
Webpage Cite This Plain Text
Asish Bera, Debotosh Bhattacharjee and Hubert P. H. Shum, "Two-Stage Human Verification using HandCAPTCHA and Anti-Spoofed Finger Biometrics with Feature Selection," Expert Systems with Applications, vol. 171, pp. 114583, Elsevier, 2021.
Bibtex @article{bera21twostage,
author={Bera, Asish and Bhattacharjee, Debotosh and Shum, Hubert P. H.},
journal={Expert Systems with Applications},
title={Two-Stage Human Verification using HandCAPTCHA and Anti-Spoofed Finger Biometrics with Feature Selection},
year={2021},
volume={171},
pages={114583},
numpages={18},
doi={10.1016/j.eswa.2021.114583},
issn={0957-4174},
publisher={Elsevier},
}
RIS author={Bera, Asish and Bhattacharjee, Debotosh and Shum, Hubert P. H.},
journal={Expert Systems with Applications},
title={Two-Stage Human Verification using HandCAPTCHA and Anti-Spoofed Finger Biometrics with Feature Selection},
year={2021},
volume={171},
pages={114583},
numpages={18},
doi={10.1016/j.eswa.2021.114583},
issn={0957-4174},
publisher={Elsevier},
}
TY - JOUR
AU - Bera, Asish
AU - Bhattacharjee, Debotosh
AU - Shum, Hubert P. H.
T2 - Expert Systems with Applications
TI - Two-Stage Human Verification using HandCAPTCHA and Anti-Spoofed Finger Biometrics with Feature Selection
PY - 2021
VL - 171
SP - 114583
EP - 114583
DO - 10.1016/j.eswa.2021.114583
SN - 0957-4174
PB - Elsevier
ER -
PaperAU - Bera, Asish
AU - Bhattacharjee, Debotosh
AU - Shum, Hubert P. H.
T2 - Expert Systems with Applications
TI - Two-Stage Human Verification using HandCAPTCHA and Anti-Spoofed Finger Biometrics with Feature Selection
PY - 2021
VL - 171
SP - 114583
EP - 114583
DO - 10.1016/j.eswa.2021.114583
SN - 0957-4174
PB - Elsevier
ER -
A Privacy-Preserving Efficient Location-Sharing Scheme for Mobile Online Social Network Applications Impact Factor: 3.4† Citation: 10#
IEEE Access, 2020
Munmun Bhattacharya, Sandip Roy, Kamlesh Mistry, Hubert P. H. Shum and Samiran Chattopadhyay
Topics: Cybersecurity
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IEEE Access, 2020
Munmun Bhattacharya, Sandip Roy, Kamlesh Mistry, Hubert P. H. Shum and Samiran Chattopadhyay
Topics: Cybersecurity
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Munmun Bhattacharya, Sandip Roy, Kamlesh Mistry, Hubert P. H. Shum and Samiran Chattopadhyay, "A Privacy-Preserving Efficient Location-Sharing Scheme for Mobile Online Social Network Applications," IEEE Access, pp. 221330-221351, IEEE, 2020.
Bibtex @article{bhattacharya20privacy,
author={Bhattacharya, Munmun and Roy, Sandip and Mistry, Kamlesh and Shum, Hubert P. H. and Chattopadhyay, Samiran},
journal={IEEE Access},
title={A Privacy-Preserving Efficient Location-Sharing Scheme for Mobile Online Social Network Applications},
year={2020},
pages={221330--221351},
numpages={22},
doi={10.1109/ACCESS.2020.3043621},
issn={2169-3536},
publisher={IEEE},
}
RIS author={Bhattacharya, Munmun and Roy, Sandip and Mistry, Kamlesh and Shum, Hubert P. H. and Chattopadhyay, Samiran},
journal={IEEE Access},
title={A Privacy-Preserving Efficient Location-Sharing Scheme for Mobile Online Social Network Applications},
year={2020},
pages={221330--221351},
numpages={22},
doi={10.1109/ACCESS.2020.3043621},
issn={2169-3536},
publisher={IEEE},
}
TY - JOUR
AU - Bhattacharya, Munmun
AU - Roy, Sandip
AU - Mistry, Kamlesh
AU - Shum, Hubert P. H.
AU - Chattopadhyay, Samiran
T2 - IEEE Access
TI - A Privacy-Preserving Efficient Location-Sharing Scheme for Mobile Online Social Network Applications
PY - 2020
SP - 221330
EP - 221351
DO - 10.1109/ACCESS.2020.3043621
SN - 2169-3536
PB - IEEE
ER -
PaperAU - Bhattacharya, Munmun
AU - Roy, Sandip
AU - Mistry, Kamlesh
AU - Shum, Hubert P. H.
AU - Chattopadhyay, Samiran
T2 - IEEE Access
TI - A Privacy-Preserving Efficient Location-Sharing Scheme for Mobile Online Social Network Applications
PY - 2020
SP - 221330
EP - 221351
DO - 10.1109/ACCESS.2020.3043621
SN - 2169-3536
PB - IEEE
ER -
Citations 0+
Spoofing Detection on Hand Images Using Quality Assessment Impact Factor: 3.0†
Multimedia Tools and Applications (MTAP), 2021
Asish Bera, Ratnadeep Dey, Debotosh Bhattacharjee, Mita Nasipuri and Hubert P. H. Shum
Topics: Cybersecurity, Hands and Gestures
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Multimedia Tools and Applications (MTAP), 2021
Asish Bera, Ratnadeep Dey, Debotosh Bhattacharjee, Mita Nasipuri and Hubert P. H. Shum
Topics: Cybersecurity, Hands and Gestures
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Asish Bera, Ratnadeep Dey, Debotosh Bhattacharjee, Mita Nasipuri and Hubert P. H. Shum, "Spoofing Detection on Hand Images Using Quality Assessment," Multimedia Tools and Applications, vol. 80, pp. 28603-28626, Springer, 2021.
Bibtex @article{bera21spoofing,
author={Bera, Asish and Dey, Ratnadeep and Bhattacharjee, Debotosh and Nasipuri, Mita and Shum, Hubert P. H.},
journal={Multimedia Tools and Applications},
title={Spoofing Detection on Hand Images Using Quality Assessment},
year={2021},
volume={80},
pages={28603--28626},
numpages={24},
doi={10.1007/s11042-021-10976-z},
issn={1573-7721},
publisher={Springer},
}
RIS author={Bera, Asish and Dey, Ratnadeep and Bhattacharjee, Debotosh and Nasipuri, Mita and Shum, Hubert P. H.},
journal={Multimedia Tools and Applications},
title={Spoofing Detection on Hand Images Using Quality Assessment},
year={2021},
volume={80},
pages={28603--28626},
numpages={24},
doi={10.1007/s11042-021-10976-z},
issn={1573-7721},
publisher={Springer},
}
TY - JOUR
AU - Bera, Asish
AU - Dey, Ratnadeep
AU - Bhattacharjee, Debotosh
AU - Nasipuri, Mita
AU - Shum, Hubert P. H.
T2 - Multimedia Tools and Applications
TI - Spoofing Detection on Hand Images Using Quality Assessment
PY - 2021
VL - 80
SP - 28603
EP - 28626
DO - 10.1007/s11042-021-10976-z
SN - 1573-7721
PB - Springer
ER -
PaperAU - Bera, Asish
AU - Dey, Ratnadeep
AU - Bhattacharjee, Debotosh
AU - Nasipuri, Mita
AU - Shum, Hubert P. H.
T2 - Multimedia Tools and Applications
TI - Spoofing Detection on Hand Images Using Quality Assessment
PY - 2021
VL - 80
SP - 28603
EP - 28626
DO - 10.1007/s11042-021-10976-z
SN - 1573-7721
PB - Springer
ER -
One-Index Vector Quantization Based Adversarial Attack on Image Classification Impact Factor: 3.9†
Pattern Recognition Letters (PRL), 2024
Haiju Fan, Xiaona Qin, Shuang Chen, Hubert P. H. Shum and Ming Li
Topics: Cybersecurity
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Pattern Recognition Letters (PRL), 2024
Haiju Fan, Xiaona Qin, Shuang Chen, Hubert P. H. Shum and Ming Li
Topics: Cybersecurity
Webpage Cite This Plain Text
Haiju Fan, Xiaona Qin, Shuang Chen, Hubert P. H. Shum and Ming Li, "One-Index Vector Quantization Based Adversarial Attack on Image Classification," Pattern Recognition Letters, vol. 186, pp. 47-56, Elsevier, 2024.
Bibtex @article{fan24oneindex,
author={Fan, Haiju and Qin, Xiaona and Chen, Shuang and Shum, Hubert P. H. and Li, Ming},
journal={Pattern Recognition Letters},
title={One-Index Vector Quantization Based Adversarial Attack on Image Classification},
year={2024},
volume={186},
pages={47--56},
numpages={10},
doi={10.1016/j.patrec.2024.09.001},
issn={0167-8655},
publisher={Elsevier},
}
RIS author={Fan, Haiju and Qin, Xiaona and Chen, Shuang and Shum, Hubert P. H. and Li, Ming},
journal={Pattern Recognition Letters},
title={One-Index Vector Quantization Based Adversarial Attack on Image Classification},
year={2024},
volume={186},
pages={47--56},
numpages={10},
doi={10.1016/j.patrec.2024.09.001},
issn={0167-8655},
publisher={Elsevier},
}
TY - JOUR
AU - Fan, Haiju
AU - Qin, Xiaona
AU - Chen, Shuang
AU - Shum, Hubert P. H.
AU - Li, Ming
T2 - Pattern Recognition Letters
TI - One-Index Vector Quantization Based Adversarial Attack on Image Classification
PY - 2024
VL - 186
SP - 47
EP - 56
DO - 10.1016/j.patrec.2024.09.001
SN - 0167-8655
PB - Elsevier
ER -
PaperAU - Fan, Haiju
AU - Qin, Xiaona
AU - Chen, Shuang
AU - Shum, Hubert P. H.
AU - Li, Ming
T2 - Pattern Recognition Letters
TI - One-Index Vector Quantization Based Adversarial Attack on Image Classification
PY - 2024
VL - 186
SP - 47
EP - 56
DO - 10.1016/j.patrec.2024.09.001
SN - 0167-8655
PB - Elsevier
ER -