Publication

Patents

1. Raj Jain and Tara Salman, "Systems and Methods for Probabilistic Blockchains," U.S. Patent application 16/671780, filed Nov. 1, 2019, Provisional Application #62/754240 filed Nov. 1, 2018, available at https://www.cse.wustl.edu/~jain/patents/671780.htm.

Book chapters

1. Tara Salman and Raj Jain, "Networking Protocols and Standards for Internet of Things," in IoT Handbook Edited by Hwaiyu Geng and to be published by Wiley, 2017, http://onlinelibrary.wiley.com/doi/10.1002/9781119173601.ch13/summary.

Journal papers

1. Tara Salman, Ali Ghubaish, R. D. Pietro, Mohmamed Baza, Raj Jain, and Kim-Kwang Raymond Choo, "CrowdFAB: Intelligent Crowd-Forecasting Using Blockchains and its use in Security," in IEEE Transactions on Dependable and Secure Computing, to appear, https://ieeexplore.ieee.org/document/10271718.

2. Brian Hildebrand, Mohamed Baza, Tara Salman, Simra Tabassum, Bharath Konatham, Fathi Amsaad, Abdul Razaque, “A comprehensive review on blockchains for Internet of Vehicles: Challenges and directions,” Computer Science Review, 2023, https://www.sciencedirect.com/science/article/abs/pii/S157401372300014X.

3. Zebo Yang, Tara Salman, Raj Jain and R. D. Pietro, “Decentralization using Quantum Blockchain: A Theoretical Analysis,” IEEE Transactions on Quantum Engineering, 2022 https://ieeexplore.ieee.org/abstract/document/9893393/.

4. Lav Gupta, Tara Salman, Ali Ghubaish, Devrim Unal, Abdulla Khalid Al-Ali, Raj Jain,” Cybersecurity of multi-cloud healthcare systems: A hierarchical deep learning approach,” Applied Soft Computing, 2022, Online version.

5. Ali Ghubaish, Tara Salman, Maede Zolanvari, Devrim Unal, Abdulla Khalid Al-Ali, Raj Jain, “Recent Advances in the Internet of Medical Things (IoMT) Systems Security,” IEEE Internet of Things Journal, accepted December 2020, https://ieeexplore.ieee.org/document/9298452. 

6. Tara Salman, Ali Ghubaish, Devrim Unal, and Raj Jain, “Safety Score as an Evaluation Metric for Machine Learning Models of Security Applications," IEEE Networking Letter, accepted August 2020, https://ieeexplore.ieee.org/document/9167254.

7. Anar A. Hady, Ali H. Ghubaish, Tara Salman, Devrim Unal, and Raj Jain, "Secure Healthcare Monitoring Secure System using Machine Learning," accepted for IEEE access, May 2020, https://ieeexplore.ieee.org/document/9109651.

8. Maeda Zolanvari, Raj Jain, and Tara Salman, “Potential Data Link Candidates for Civilian Unmanned Aircraft Systems: A Survey,” in IEEE Communications Surveys & Tutorials, vol. 22, no. 1, pp. 292-319, Firstquarter 2020, https://ieeexplore.ieee.org/document/8935306.

9. Lav Gupta, Tara Salman, Maede Zolanvari, Aiman Erbad, and Raj Jain, "Fault And Performance Management In Multi-Cloud Virtual Network Services Using AI: A Tutorial And A Case Study," Computer Network, Accepted October 2019, https://doi.org/10.1016/j.comnet.2019.106950.

10. Ali Ghubaish, Tara Salman, and Raj Jain, "Experiments with a LoRaWAN based Remote ID System for Locating Unmanned Aerial Vehicles (UAVs)," Wireless Communications and Mobile Computing, Volume 2019, Article ID 9060121,  http://www.cse.wustl.edu/~jain/papers/uav_lora.htm.

11. Tara Salman, Maeda Zolanvari, Aiman Erbad, Raj Jain, and Mohammed Samaka, "Security Services Using Blockchains: A State of the Art Survey," in IEEE Communications Surveys & Tutorials, Volume 21, Issue 1, pp. 858-880, https://ieeexplore.ieee.org/document/8428402.

12. Marcio Andrey Teixeira, Tara Salman, Maeda Zolanvari, Raj Jain, Nader Maskin, and Mohammed Samaka, "SCADA System Testbed for Cybersecurity ResearchUsing Machine Learning Approach," in future internet, vol. 10, issue 8, Jul 2018, https://www.mdpi.com/1999-5903/10/8/76/pdf.

13. Tara Salman and Raj Jain, "A Survey of Protocols and Standards for Internet of Things," Advanced Computing and Communications, Vol. 1, No. 1, March 2017, //digital/a-survey-of-protocols-and-standards-for-internet-of-things-10/.

14. Ahmed Badawy, Tara Salman, Tarek El-Fouly, Tamer Khattab, and Amr Mohamed, “Estimating the Number of Sources in White Gaussian Noise: Simple Eigenvalues Based Approaches,” IET Signal Processing, 2017, http://digital-library.theiet.org/content/journals/10.1049/iet-spr.2016.0128.

Conference papers

1. Rukayat Olapojoye, Mohamed Baza, and Tara Salman, "On the Analysis of Model Poisoning Attacks against Blockchain-based Federated Learning," accepted to IEEE Consumer Communications & Networking Conference (CCNC 2024), to appear.

2. John Akoto, Tara Salman, “Machine Learning vs Deep Learning for Anomaly Detection and Categorization in Multi-cloud Environments”, 2022 IEEE Cloud Summit, Fairfax, VA, USA, 2022, pp. 44-50,

3. Tara Salman, Raj Jain, and Lav Gupta, "A Reputation Management Framework for Knowledge-Based and Probabilistic Blockchains," IEEE 1st International Workshop on Advances in Artificial Intelligence for Blockchain (AIChain 2019), held in conjunction with the 2019 IEEE International Conference on Blockchain, Atlanta, July 14, 2019, http://www.cse.wustl.edu/~jain/papers/rpmcewa.htm.

4. Tara Salman, Raj Jain, and Lav Gupta, “Probabilistic Blockchains: A Blockchain Paradigm for Collaborative Decision-Making”, in IEEE 9th Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON), New York, NY, 2018, https://www.cse.wustl.edu/~jain/papers/pbc_uem.htm.

5. Lav Gupta, Tara Salman, Ria Das, Aiman Erbad, Raj Jain, and Mohammed Samaka, "HYPER-VINES: A HYbrid Learning Fault and Performance Issues ERadicator for VIrtual NEtwork Services over Multi-cloud," CNC-WS, IEEE ICNC, 2019, Eprint: https://www.cse.wustl.edu/~jain/papers/ftp/hypervin.pdf.

6. Tara Salman, Deval Bhamare, Aaiman Erbed, Raj Jain, and Mohammed Samaka, "Machine Learning for Anomaly Detection and Categorization in Multi-cloud Environments," The 4th IEEE International Conference on Cyber Security and Cloud Computing (IEEE CSCloud 2017), New York, June 26-28, 2017, https://ieeexplore.ieee.org/document/7987183/.

7. Deval Bhamare, Tara Salman, Mohammed Samaka, Aiman Erbed, and Raj Jain, "Feasibility of Supervised Machine Learning for Cloud Security," 2016 International Conference on Information Science and Security (ICISS), Pattaya, 2016, pp. 1-5, http://www.cse.wustl.edu/~jain/papers/iciss16.htm.

8. Tara Salman, Ahmed Badawy, Tarek El-Fouly, Amr Mohamed, and Tamer Khattab, "Estimating the number of sources: An efficient maximization approach," 2015 International Wireless Communications and Mobile Computing Conference (IWCMC), Dubrovnik, 2015, pp. 199-204, http://ieeexplore.ieee.org/document/7289082/.

9. Tara Salman, Ahmed Badawy, Tarek El-Fouly, Tamer Khattab and Amr Mohamed, "Non-data-aided SNR estimation for QPSK modulation in AWGN channel," 2014 IEEE 10th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), Larnaca, 2014, pp. 611-616, http://ieeexplore.ieee.org/document/6962233/.

Under Preparation

1. Tara Salman, Ali Ghubaish, and Raj Jain, “CrowdFAB: A Framework for Crowdsourced Forecasting Applications using Blockchains and its use for Security,” submitted in July 2020.

2. Lav Gupta, Tara Salman, Ali Ghubaish, D. Unal, and Raj Jain, “MUSE: The Merged Hierarchical Deep Learning System with Layer Reuse for Security in Next Generation Healthcare,” submitted in May 2020.

3. Tara Salman, Raj Jain, Maede Zolanvari, "An Overview of Current and Future Blockchain Evaluation Approaches," submitted, June 2019.

Reports

1. Tara Salman, "Performance Analysis of Traditional Cryptosystems in Multi-Cloud Management Platform", CSE567M: Computer Systems Analysis paperwork, Fall 2017, WUSTL, perf_mcloud.

2. Tara Salman, "Internet of Things Protocols and Standards," CSE570S: Recent Advances in Networking paperwork, Fall 2015, WUSTL,  http://www.cse.wustl.edu/~jain/cse570-15/ftp/iot_prot/index.html.

3. Tara Salman, "Cloud RAN: Basics, Advances and Challenges," CSE574: Wireless and Mobile Networking paperwork, Spring 2016, WUSTL, http://www.cse.wustl.edu/~jain/cse574-16/ftp/cloudran/index.html.

4. Tara Salman, "Parameters Estimation to Achieve Distance-Based Security Breaching,"Master thesis, Spring 2015, Qatar University (Doha-Qatar).