Publications 2018-2020

Journal Publications (2018-2020):

Randa Aljably, Yuan Tian, and Mznah Al-Rodhaan “Preserving Privacy in Multimedia Social Networks Using Machine Learning Anomaly-Detection.” Security and Communication Networks, 2020. [IF 2.04, Q2]
T Ma, Q Liu, J Cao, Y Tian, A Al-Dhelaan, M Al-Rodhaan, “LGIEM: Global and local node influence based community detection.” Future Generation Computer Systems Vol.105, pp. 533-546, April 2020. [IF 2.02, Q1]
Yuan Tian, Biao Song, Mznah Al Rodhaan, Chen Rong Huang, Mohammed A. Al-Dhelaan, Abdullah Al-Dhelaan and Najla Al-Nabhan, “A Stochastic Location Privacy Protection Scheme for Edge Computing.” Mathematical Biosciences and Engineering (MBE), Vol.17, no.3, pp. 2636–2649, March 2020. [IF 1.31 Q2]
Tinghuai Ma, Siyang Yu, Jie Cao, Yuan Tian, Mznah Al-Rodhaan, “InfMatch: Finding isomorphism subgraph on a big target graph based on the importance of vertex.” Physica A: Statistical Mechanics and its Applications, Vol. 527, August 2019. [IF 1.2, Q2]
F. Song, T. Ma, Y. Tian and M. Al-Rodhaan, "A New Method of Privacy Protection: Random k-Anonymous," in IEEE Access, vol. 7, pp. 75434-75445, 2019. [IF 3.557, Q1]
Randa Aljably, Yuan Tian, Mznah Al-Rodhaan, Abdullah Al-Dhelaan “Anomaly detection over differential preserved privacy in online social networks.” PloS one, Vol. 14, no. 4, 2019. [IF 2.766, Q1]
Huan Rong, Tinghuai Ma, Jie Cao, Yuan Tian, Abdullah Al-Dhelaan, Mznah Al-Rodhaan, “Deep Rolling: A Novel Emotion Prediction Model for a Multi-Participant Communication Context,” Information Sciences, Vol. 488, pp. 158-180, July 2019. [IF 4.305, Q1]
Alia Alabdulkarim, Mznah Al-Rodhaan, Yuan Tian, Abdullah Al-Dhelaan, “A Privacy-Preserving Algorithm for Clinical Decision-Support Systems Using Random Forest. “ Computers, Materials and Continua (CMC), vol.58, no.3, pp.585-601, 2019. [IF 3.024, Q1]
Alia Alabdulkarim, Mznah Al-Rodhaan, Tinghuai Ma, and Yuan Tian, “PPSDT: A Novel Privacy-Preserving Single Decision Tree Algorithm for Clinical Decision-Support Systems Using IoT Devices. “ Sensors, Vol. 19, No. 1, pp. ,2019. [IF 2.67, Q2]
Tinghuai Ma, YW Zhao, H Zhou, Yuan Tian, Abdullah Al-Dhelaan, Mznah Al-Rodhaan, “Natural Disaster Topic Extraction in Sina Microblogging based on Graph Analysis”, Expert Systems with Applications, Vol. 115, pp 346-355, 2019. [IF 3.768, Q1].
Yuan Tian, Mariya M. Kaleemullah, Mznah A. Al-Rodhaan, Biao Song, Abdullah Al-Dhelaan, Tinghuai Ma “A privacy preserving location service for cloud-of-things system.” Journal of Parallel and Distributed Computing, Vol. 123, pp. 215-222, 2019. [IF 1. 81, Q2]
Arwa Alromih, Mznah Al-Rodhaan and Yuan Tian, “ A Randomized Watermarking Technique for Detecting Malicious Data Injection Attacks in Heterogeneous Wireless Sensor Networks for Internet of Things Applications.” Sensors, Vol. 18, No. 12, 4346, 2018. [IF 2.67, Q2]
Tinghuai Ma, Jingjin Qu, Wenhai Shen, Yuan Tian, Mznah Al-Rodhaan, " A Comparative Study of Subgraph Matching Isomorphic Methods in Social Networks," IEEE Access, Vol. 6, no. 1, pp. 66621-66631, 2018. [IF 3.557, Q1]
Tinghuai Ma, Jingjin Qu, Wenhai Shen, Yuan Tian, Mznah Al-Rodhaan, " An Improved Web Cache Replacement Algorithm Based on Weighting and Cost," IEEE Access, Vol. 6, no. 1, pp. 27010-27017, 2018. [IF 3.557, Q1]
Tinghuai Ma, Jingjin Qu, Wenhai Shen, Yuan Tian, Abdullah Al-Dhelaan, Mznah Al-Rodhaan, "Weighted Greedy Dual Size Frequency based Caching Replacement Algorithm." IEEE Access, Vol. 6, pp. 7214-7223, 2018. [IF 3.557, Q1]
Tinghuai Ma, Mingliang Yue, Jingjing Qu, Yuan Tian, Abdullah Al-Dhelaan, Mznah Al-Rodhaan, "PSPLPA: Probability and similarity based parallel label propagation algorithm on spark." Physica A: Statistical Mechanics and its Applications, Vol. 503, pp. 366-378, August 2018, ISSN 0378-4371. [IF 2.13, Q2]

Conferences (2018-now):

Randa AlJably, M. AlRodhaan, and Y. Tian B-ABAC: Bayesian Anomaly-Detection and Attribute-based access control for Privacy-Preserving Approach in Multimedia Social Networks.” International Conference on Big Data and Security (ICBDS 2019(, Nanjing, China, December 20-22, 2019.
S. AlHamed, M. AlRodhaan, and Y. Tian, “Privacy Preservation of Future Trajectory Using Dummy Rotation Algorithm in Fog Computing." International Conference on Big Data and Security (ICBDS 2019(, Nanjing, China, December 20-22, 2019.
Alia Alabdulkarim, Mznah Al-Rodhaan, Yuan Tian, Tinghuai Ma, Abdullah Al-Dhelaan, “Privacy-Preserving Algorithm for Clinical Decision-Support Systems Using Random Forest.” Proceeding of the 5th International Conference on Artificial Intelligence and Security (ICAIS 2019), New York University, New York, USA, July 26-28, 2019.
Yuan Tian, Mznah Al Rodhaan, TingHuai Ma, Mohammed A. Al-Dhelaan and Biao Song "Stochastic Location Privacy Protection Scheme for Edge Computing.” Proceeding of the 5th International Conference on Artificial Intelligence and Security (ICAIS 2019), New York University, New York, USA, July 26-28, 2019.
Randa Aljably, Yuan Tian, and Mznah Al-Rodhaan, “B-ABAC: Privacy Preserving and Anomaly Detection Approach for Multimedia Social Networks.” Proceeding of the Seventh International Multi-Conference on Engineering and Technology Innovation (IMETI2018), Taoyuan, Taiwan, 2-6 November 2018.
Alia Alabdulkarim, Mznah Al-Rodhaan, Tinghuai Ma, and Yuan Tian, “ A Privacy-Preserving Random Decision Tree for Textual and Multimedia-Based Clinical Decision-Support Systems.” Proceeding of the Seventh International Multi-Conference on Engineering and Technology Innovation (IMETI2018), Taoyuan, Taiwan, 2-6 November 2018.
Tinghuai ma, Honghao Zhou, Jing Jia, Yuan Tian, Mznah Al-Rodhaan "EkCRNN: A kNN privacy preserving query algorithm based on Circular Region Extension". 4th International Conference on Cloud Computing and Security (ICCCS2018), Haikou, China, 8th June 2018.
Sarah Alkharji, Yuan Tian and Mznah Al-Roodhan. "A Novel (K, X)-isomorphism Method for Protecting Privacy in Weighted Social Network." The proceeding of the 21st National Computer Conference (NCC’2018), Riyadh, Saudi Arabia, 25th April 2018.
Manal Hazazi, Yuan Tian and Mznah Al-Roodhan. "Privacy Preserving Authentication Scheme for Wireless Networks." The proceeding of the 21st National Computer Conference (NCC’2018), Riyadh, Saudi Arabia, 25th April 2018.

Thesis:

Al-Rodhaan, Mznah A. Traffic locality oriented route discovery algorithms for mobile ad hoc networks. PhD thesis, University of Glasgow, 2009. (PhD thesis)
Al-Rodhaan, Mznah A. Topological and Communication Aspects of the Graycube Interconnection Network. M.Sc. thesis, King Saud University, 2003. (Master Thesis)

Mznah A. Al-Rodhaan