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2020 – today
- 2024
[j33]Hossein Abedi Khorasgani, Noman Mohammed, Yang Wang:
Attribute inference privacy protection for pre-trained models. Int. J. Inf. Sec. 23(3): 2269-2285 (2024)- [j32]Md Momin Al Aziz
, Toufique Morshed, Noman Mohammed:
Secure Genomic String Search with Parallel Homomorphic Encryption. Inf. 15(1): 40 (2024) - [i9]Atiquer Rahman Sarkar, Yao-Shun Chuang, Noman Mohammed, Xiaoqian Jiang:
De-identification is not always enough. CoRR abs/2402.00179 (2024) - [i8]Fatima Jahan Sarmin, Atiquer Rahman Sarkar, Yang Wang, Noman Mohammed:
Synthetic Data: Revisiting the Privacy-Utility Trade-off. CoRR abs/2407.07926 (2024) - [i7]Yao-Shun Chuang, Atiquer Rahman Sarkar, Noman Mohammed, Xiaoqian Jiang:
Robust Privacy Amidst Innovation with Large Language Models Through a Critical Assessment of the Risks. CoRR abs/2407.16166 (2024) - 2023
- [j31]Ali Abbasi Tadi, Saroj Dayal, Dima Alhadidi, Noman Mohammed:
Comparative Analysis of Membership Inference Attacks in Federated and Centralized Learning. Inf. 14(11): 620 (2023) - [c34]Fahim Faisal, Carson K. Leung, Noman Mohammed, Yang Wang:
Privacy-Preserving Learning via Data and Knowledge Distillation. DSAA 2023: 1-10 - [c33]Hamid Fazli Khojir, Dima Alhadidi, Sara Rouhani, Noman Mohammed:
FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning. IDEAS 2023: 25-33 - [c32]Saroj Dayal, Dima Alhadidi, Ali Abbasi Tadi, Noman Mohammed:
Comparative Analysis of Membership Inference Attacks in Federated Learning. IDEAS 2023: 185-192 - 2022
- [j30]Md Momin Al Aziz, Tanbir Ahmed, Tasnia Faequa, Xiaoqian Jiang, Yiyu Yao, Noman Mohammed:
Differentially Private Medical Texts Generation Using Generative Neural Networks. ACM Trans. Comput. Heal. 3(1): 5:1-5:27 (2022) - [j29]Md. Monowar Anjum, Noman Mohammed, Wentao Li, Xiaoqian Jiang:
Privacy preserving collaborative learning of generalized linear mixed model. J. Biomed. Informatics 127: 104008 (2022) - [j28]Md Momin Al Aziz, Md. Monowar Anjum, Noman Mohammed, Xiaoqian Jiang:
Generalized genomic data sharing for differentially private federated learning. J. Biomed. Informatics 132: 104113 (2022) - [j27]Wentao Li, Jiayi Tong, Md. Monowar Anjum, Noman Mohammed, Yong Chen, Xiaoqian Jiang:
Federated learning algorithms for generalized mixed-effects model (GLMM) on horizontally partitioned data from distributed sources. BMC Medical Informatics Decis. Mak. 22(1): 269 (2022) - [c31]Tanzir Ul Islam, Noman Mohammed, Dima Alhadidi:
Private Federated Framework for Health Data. BIBM 2022: 1919-1926 - [c30]Tanzir Ul Islam, Reza Ghasemi, Noman Mohammed:
Privacy-Preserving Federated Learning Model for Healthcare Data. CCWC 2022: 281-287 - [c29]Fahim Faisal, Noman Mohammed, Carson K. Leung, Yang Wang:
Generating Privacy Preserving Synthetic Medical Data. DSAA 2022: 1-10 - 2021
- [j26]Md Momin Al Aziz, Shahin Kamali, Noman Mohammed, Xiaoqian Jiang:
Online Algorithm for Differentially Private Genome-wide Association Studies. ACM Trans. Comput. Heal. 2(2): 13:1-13:27 (2021) - [c28]Tanbir Ahmed, Md Momin Al Aziz, Noman Mohammed, Xiaoqian Jiang:
Privacy preserving neural networks for electronic health records de-identification. BCB 2021: 8:1-8:6 - [c27]Md. Monowar Anjum, Noman Mohammed, Xiaoqian Jiang:
De-identification of Unstructured Clinical Texts from Sequence to Sequence Perspective. CCS 2021: 2438-2440 - [i6]Md. Monowar Anjum, Noman Mohammed, Xiaoqian Jiang:
De-identification of Unstructured Clinical Texts from Sequence to Sequence Perspective. CoRR abs/2108.07971 (2021) - [i5]Wentao Li, Jiayi Tong, Md. Monowar Anjum, Noman Mohammed, Yong Chen, Xiaoqian Jiang:
Federated Learning Algorithms for Generalized Mixed-effects Model (GLMM) on Horizontally Partitioned Data from Distributed Sources. CoRR abs/2109.14046 (2021) - 2020
- [j25]Mahmoud Kalash, Mrigank Rochan, Noman Mohammed, Neil D. B. Bruce, Yang Wang, Farkhund Iqbal:
A Deep Learning Framework for Malware Classification. Int. J. Digit. Crime Forensics 12(1): 90-108 (2020) - [j24]Kazi Wasif Ahmed, Md Momin Al Aziz, Md. Nazmus Sadat, Dima Alhadidi, Noman Mohammed:
Nearest neighbour search over encrypted data using intel SGX. J. Inf. Secur. Appl. 54: 102579 (2020) - [j23]Gaby G. Dagher, Benjamin C. M. Fung, Noman Mohammed, Jeremy Clark:
sf SecDM: privacy-preserving data outsourcing framework with differential privacy. Knowl. Inf. Syst. 62(5): 1923-1960 (2020) - [c26]Md Momin Al Aziz, Parimala Thulasiraman, Noman Mohammed:
Parallel Generalized Suffix Tree Construction for Genomic Data. AlCoB 2020: 3-15 - [c25]Md Safiur Rahman Mahdi, Md. Nazmus Sadat, Noman Mohammed, Xiaoqian Jiang:
Secure Count Query on Encrypted Heterogeneous Data. DASC/PiCom/CBDCom/CyberSciTech 2020: 548-555 - [c24]Md Yeakub Hassan, Ullash Saha, Noman Mohammed, Stephane Durocher, Avery Miller:
Efficient Privacy-Preserving Approaches for Trajectory Datasets. DASC/PiCom/CBDCom/CyberSciTech 2020: 612-619 - [c23]Toufique Morshed, Md Momin Al Aziz, Noman Mohammed:
CPU and GPU Accelerated Fully Homomorphic Encryption. HOST 2020: 142-153 - [c22]Md. Monowar Anjum, Noman Mohammed:
PAARS: Privacy Aware Access Regulation System. UEMCON 2020: 155-161 - [i4]Toufique Morshed, Md Momin Al Aziz, Noman Mohammed:
CPU and GPU Accelerated Fully Homomorphic Encryption. CoRR abs/2005.01945 (2020) - [i3]Md. Monowar Anjum, Noman Mohammed:
PAARS: Privacy Aware Access Regulation System. CoRR abs/2012.10534 (2020)
2010 – 2019
- 2019
- [j22]Md Momin Al Aziz, Md. Nazmus Sadat, Dima Alhadidi, Shuang Wang, Xiaoqian Jiang, Cheryl L. Brown, Noman Mohammed:
Privacy-preserving techniques of genomic data - a survey. Briefings Bioinform. 20(3): 887-895 (2019) - [j21]Md. Nazmus Sadat, Md Momin Al Aziz, Noman Mohammed, Serguei Pakhomov, Hongfang Liu, Xiaoqian Jiang:
A privacy-preserving distributed filtering framework for NLP artifacts. BMC Medical Informatics Decis. Mak. 19(1): 183:1-183:10 (2019) - [j20]Md. Nazmus Sadat, Md Momin Al Aziz, Noman Mohammed, Feng Chen, Xiaoqian Jiang, Shuang Wang:
SAFETY: Secure gwAs in Federated Environment through a hYbrid Solution. IEEE ACM Trans. Comput. Biol. Bioinform. 16(1): 93-102 (2019) - [j19]Yichen Jiang, Jenny Hamer, Chenghong Wang, Xiaoqian Jiang, Miran Kim, Yongsoo Song, Yuhou Xia, Noman Mohammed, Md. Nazmus Sadat, Shuang Wang:
SecureLR: Secure Logistic Regression Model via a Hybrid Cryptographic Protocol. IEEE ACM Trans. Comput. Biol. Bioinform. 16(1): 113-123 (2019) - [j18]Md Safiur Rahman Mahdi, Md Momin Al Aziz, Dima Alhadidi, Noman Mohammed:
Secure Similar Patients Query on Encrypted Genomic Data. IEEE J. Biomed. Health Informatics 23(6): 2611-2618 (2019) - [c21]Yiwei Lu, Mahesh Kumar K., Noman Mohammed, Yang Wang:
Homoglyph attack detection with unpaired data. SEC 2019: 377-382 - 2018
- [j17]Luyao Chen, Md Momin Al Aziz, Noman Mohammed, Xiaoqian Jiang:
Secure large-scale genome data storage and query. Comput. Methods Programs Biomed. 165: 129-137 (2018) - [j16]Mohammad Zahidul Hasan, Md Safiur Rahman Mahdi, Noman Mohammed:
Secure Count Query on Encrypted Genomic Data: A Survey. IEEE Internet Comput. 22(2): 71-82 (2018) - [j15]Mohammad Zahidul Hasan, Md Safiur Rahman Mahdi, Md. Nazmus Sadat, Noman Mohammed:
Secure count query on encrypted genomic data. J. Biomed. Informatics 81: 41-52 (2018) - [j14]Md. Atiqur Rahman, Tanzila Rahman, Robert Laganière, Noman Mohammed:
Membership Inference Attack against Differentially Private Deep Learning Model. Trans. Data Priv. 11(1): 61-79 (2018) - [c20]Rezaul Karim, Md. Amirul Islam, Noman Mohammed, Neil D. B. Bruce:
On the Robustness of Deep Learning Models to Universal Adversarial Attack. CRV 2018: 55-62 - [c19]Linwei Ye, Binglin Li, Noman Mohammed, Yang Wang, Jie Liang:
Privacy-Preserving Age Estimation for Content Rating. MMSP 2018: 1-6 - [c18]Mahmoud Kalash, Mrigank Rochan, Noman Mohammed, Neil D. B. Bruce, Yang Wang, Farkhund Iqbal:
Malware Classification with Deep Convolutional Neural Networks. NTMS 2018: 1-5 - [c17]Toufique Morshed, Dima Alhadidi, Noman Mohammed:
Parallel Linear Regression on Encrypted Data. PST 2018: 1-5 - 2017
- [j13]Baichuan Zhang, Noman Mohammed, Vachik S. Dave, Mohammad Al Hasan:
Feature Selection for Classification under Anonymity Constraint. Trans. Data Priv. 10(1): 1-25 (2017) - [j12]Reza Ghasemi, Md Momin Al Aziz, Noman Mohammed, Massoud Hadian Dehkordi, Xiaoqian Jiang:
Private and Efficient Query Processing on Outsourced Genomic Databases. IEEE J. Biomed. Health Informatics 21(5): 1466-1472 (2017) - [c16]Chenghong Wang, Yichen Jiang, Feng Chen, Noman Mohammed, Xiaoqian Jiang, Md Momin Al Aziz, Md. Nazmus Sadat, Shuang Wang:
SCOTCH: Secure Counting Of encrypTed genomiC data using a Hybrid approach. AMIA 2017 - [c15]Md Safiur Rahman Mahdi, Mohammad Zahidul Hasan, Noman Mohammed:
Secure Sequence Similarity Search on Encrypted Genomic Data. CHASE 2017: 205-213 - [c14]Kazi Wasif Ahmed, Mohammad Zahidul Hasan, Noman Mohammed:
Image-Centric Social Discovery Using Neural Network under Anonymity Constraint. IC2E 2017: 238-244 - [i2]Mohammad Zahidul Hasan, Md Safiur Rahman Mahdi, Noman Mohammed:
Secure Count Query on Encrypted Genomic Data. CoRR abs/1703.01534 (2017) - [i1]Md. Nazmus Sadat, Md Momin Al Aziz, Noman Mohammed, Feng Chen, Shuang Wang, Xiaoqian Jiang:
SAFETY: Secure gwAs in Federated Environment Through a hYbrid solution with Intel SGX and Homomorphic Encryption. CoRR abs/1703.02577 (2017) - 2016
- [c13]Md Momin Al Aziz, Mohammad Zahidul Hasan, Noman Mohammed, Dima Alhadidi:
Secure and Efficient Multiparty Computation on Genomic Data. IDEAS 2016: 278-283 - [c12]Mohammad Moein Almasi, Taha R. Siddiqui, Noman Mohammed, Hadi Hemmati:
The Risk-Utility Tradeoff for Data Privacy Models. NTMS 2016: 1-5 - 2015
- [c11]Feng Chen, Noman Mohammed, Shuang Wang, Wenbo He, Samuel Cheng, Xiaoqian Jiang:
Cloud-assisted distributed private data sharing. BCB 2015: 202-211 - [c10]Noman Mohammed, Samira Barouti, Dima Alhadidi, Rui Chen:
Secure and Private Management of Healthcare Databases for Data Mining. CBMS 2015: 191-196 - [p1]Noman Mohammed, Shuang Wang, Rui Chen, Xiaoqian Jiang:
Private Genome Data Dissemination. Medical Data Privacy Handbook 2015: 443-461 - 2014
- [j11]Shuang Wang, Noman Mohammed, Rui Chen:
Differentially private genome data dissemination through top-down specialization. BMC Medical Informatics Decis. Mak. 14(S-1): S2 (2014) - [j10]Noman Mohammed, Dima Alhadidi, Benjamin C. M. Fung, Mourad Debbabi:
Secure Two-Party Differentially Private Data Release for Vertically Partitioned Data. IEEE Trans. Dependable Secur. Comput. 11(1): 59-71 (2014) - 2013
- [j9]Rui Chen, Benjamin C. M. Fung, Noman Mohammed, Bipin C. Desai, Ke Wang:
Privacy-preserving trajectory data publishing by local suppression. Inf. Sci. 231: 83-97 (2013) - [j8]Noman Mohammed, Xiaoqian Jiang, Rui Chen, Benjamin C. M. Fung, Lucila Ohno-Machado:
Privacy-preserving heterogeneous health data sharing. J. Am. Medical Informatics Assoc. 20(3): 462-469 (2013) - [j7]Xiaoqian Jiang, Zhanglong Ji, Shuang Wang, Noman Mohammed, Samuel Cheng, Lucila Ohno-Machado:
Differential-Private Data Publishing Through Component Analysis. Trans. Data Priv. 6(1): 19-34 (2013) - 2012
- [c9]Dima Alhadidi, Noman Mohammed, Benjamin C. M. Fung, Mourad Debbabi:
Secure Distributed Framework for Achieving ε-Differential Privacy. Privacy Enhancing Technologies 2012: 120-139 - 2011
- [j6]Rui Chen, Noman Mohammed, Benjamin C. M. Fung, Bipin C. Desai, Li Xiong:
Publishing Set-Valued Data via Differential Privacy. Proc. VLDB Endow. 4(11): 1087-1098 (2011) - [j5]Noman Mohammed, Hadi Otrok, Lingyu Wang, Mourad Debbabi, Prabir Bhattacharya:
Mechanism Design-Based Secure Leader Election Model for Intrusion Detection in MANET. IEEE Trans. Dependable Secur. Comput. 8(1): 89-103 (2011) - [j4]Noman Mohammed, Benjamin C. M. Fung, Mourad Debbabi:
Anonymity meets game theory: secure data integration with malicious participants. VLDB J. 20(4): 567-588 (2011) - [c8]Noman Mohammed, Rui Chen, Benjamin C. M. Fung, Philip S. Yu:
Differentially private data release for data mining. KDD 2011: 493-501 - 2010
- [j3]Abderrezak Rachedi, Abderrahim Benslimane, Hadi Otrok, Noman Mohammed, Mourad Debbabi:
A Secure Mechanism Design-Based and Game Theoretical Model for MANETs. Mob. Networks Appl. 15(2): 191-204 (2010) - [j2]Noman Mohammed, Benjamin C. M. Fung, Patrick C. K. Hung, Cheuk-kwong Lee:
Centralized and Distributed Anonymization for High-Dimensional Healthcare Data. ACM Trans. Knowl. Discov. Data 4(4): 18:1-18:33 (2010)
2000 – 2009
- 2009
- [c7]Noman Mohammed, Benjamin C. M. Fung, Mourad Debbabi:
Walking in the crowd: anonymizing trajectory data for pattern analysis. CIKM 2009: 1441-1444 - [c6]Noman Mohammed, Benjamin C. M. Fung, Ke Wang, Patrick C. K. Hung:
Privacy-preserving data mashup. EDBT 2009: 228-239 - [c5]Noman Mohammed, Benjamin C. M. Fung, Patrick C. K. Hung, Cheuk-kwong Lee:
Anonymizing healthcare data: a case study on the blood transfusion service. KDD 2009: 1285-1294 - 2008
- [j1]Hadi Otrok, Noman Mohammed, Lingyu Wang, Mourad Debbabi, Prabir Bhattacharya:
A game-theoretic intrusion detection model for mobile ad hoc networks. Comput. Commun. 31(4): 708-721 (2008) - [c4]Noman Mohammed, Hadi Otrok, Lingyu Wang, Mourad Debbabi, Prabir Bhattacharya:
A Mechanism Design-Based Multi-Leader Election Scheme for Intrusion Detection in MANET. WCNC 2008: 2816-2821 - [c3]Abderrezak Rachedi, Abderrahim Benslimane, Hadi Otrok, Noman Mohammed, Mourad Debbabi:
A Mechanism Design-Based Secure Architecture for Mobile Ad Hoc Networks. WiMob 2008: 417-422 - [c2]Hadi Otrok, Noman Mohammed, Lingyu Wang, Mourad Debbabi, Prabir Bhattacharya:
A Moderate to Robust Game Theoretical Model for Intrusion Detection in MANETs. WiMob 2008: 608-612 - 2007
- [c1]Hadi Otrok, Noman Mohammed, Lingyu Wang, Mourad Debbabi, Prabir Bhattacharya:
An Efficient and Truthful Leader IDS Election Mechanism for MANET. WiMob 2007: 78
Coauthor Index
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last updated on 2024-08-20 20:31 CEST by the dblp team
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