Publications

Invited Book Chapters

  1. Gautam Srivastava, Reza M. Parizi, Ali Dehghatanha. The Future of Blockchain Technology in Healthcare Internet of Things Security. Blockchain Cybersecurity, Trust, and Privacy, In Press: Springer, 2019.
  2. Kelly Click*, Amritraj Singh*, Reza M. Parizi, Gautam Srivastava, Ali Dehghantanha. Immutable and Secure IP Address Protection using Blockchain. Blockchain Cybersecurity, Trust, and Privacy, In Press: Springer, 2019.
  3. Hossein Mohammadi Rouzbahani, Hadis Karimipour, Abolfazl Rahimnejad, Ali Dehghantanha, and Gautam Srivastava. Anomaly Attack Detection in Cyber-Physical Systems Using Machine Learning. Handbook of IoT Privacy. In Press, Springer, 2020.
  4. Sean Chester, Bruce M. Kapron, Gautam Srivastava, Venkatesh Srinivasan and Alex Thomo. Anonymization and De-Anonymization of Social Network Data. Encyclopedia of Social Network Analysis and Mining, Volume 2, 1-9, Springer, 2018
  5. Sean Chester, Bruce M. Kapron, Gautam Srivastava, Venkatesh Srinivasan and Alex Thomo. Anonymization and De-Anonymization of Social Network Data. Encyclopedia of Social Network Analysis and Mining, Volume 1, 48-56, Springer, 2014

Refereed Journal Publications

*Asterisk is used to identify students who are co-authors and were under my supervision
Author names alphabetical unless otherwise stated, indicating contribution amount.

  1. Tsu-Yang Wu*, Jerry C W Lin, Unil Yun, Chun-Hao Chen, Gautam Srivastava, and Xianbiao Lv. An Efficient Algorithm for Fuzzy Frequent Itemset Mining. Journal of Intelligent and Fuzzy Systems. 2020, Pages 1-11.
  2. Bhisham Sharma*, Gautam Srivastava, Jerry Chun-Wei Lin, A bidirectional congestion control transport protocol for the internet of drones. Computer Communications, Volume 153, 2020, Pages 102-116.
  3. M. Tariq, M. Adnan*, G. Srivastava and H. V. Poor, Instability detection and prevention in smart grids under asymmetric faults. IEEE Transactions on Industry Applications.
  4. Raj, Ebin, Manogaran, Gunasekeran, Srivastava, Gautam, Wu, Yulei. Information Granulation based Community Detection for Social Networks. IEEE Transactions on Computational Social Systems. 2020.
  5. Sharma G*, Srivastava G, Mago V. A Framework for Automatic Categorization of Social Data Into Medical Domains. IEEE Transactions on Computational Social Systems. 2019.
  6. Baza M*, Lasla N, Mahmoud M, Srivastava G, Abdallah M. B-ride: Ride sharing with privacy-preservation, trust and fair payment atop public blockchain. IEEE Transactions on Network Science and Engineering. 2020.
  7. Zhang X, Yang S, Srivastava G, Chen MY, Cheng X. Hybridization of cognitive computing for food services. Applied Soft Computing. 2020 Jan 2:106051.
  8. Xu H, Srivastava G. Automatic recognition algorithm of traffic signs based on convolution neural network. Multimedia Tools and Applications. 2020 Jan 6:1-5.
  9. Thirumalai C, Mohan S, Srivastava G. An efficient public key secure scheme for cloud and IoT security. Computer Communications. 2020 Jan 15;150:634-43.
  10. Jacob Sakhnini*, Reza Parizi, Hadis Karimipour, Ali Dehghantanha, Gautam Srivastava. (2020). Security Aspects of Internet of Things aided Smart Grids: a Bibliometric Survey. Internet of Things. Pages 1-15.
  11. Abbas Yazdinejad*, Gautam Srivastava, Reza M. Parizi, Ali Dehghantana, and Kim-Kwang Raymond Choo. (2020). Decentralized Authentication of Distributed Healthcare Hospital Patients via Blockchain. IEEE Journal of Biomedical and Health Informatics.
  12. Yuntao Duan, Jiangdai Li, Gautam Srivastava, Jyh-Haw Yeh. (2020). Data Storage Security for Internet of Things. Journal of SuperComputing.
  13. Gautam Srivastava, C.N.S. Vinoth Kumar*, V Kavitha, N Parthiban* and Revathi Venkataramanparthiban*. (2019). Two-Stage Data Encryption using Chaotic Neural Networks. Journal of Intelligent and Fuzzy Systems.
  14. Wen Si, Gautam Srivastava, Yizhong Zhang, Lei Jiang. (2019). Green Internet of Things Application of a Medical Massage Robot with System Interruption. IEEE Access. 7(1): 127066-127077.
  15. Zhaoyue Zhang, Shanmei Li, Gautam Srivastava, Shu-Fen Chiou. (2019). Analysis of Degree Characteristics in Airport Networks. Journal of Ambient Intelligence and Human Computing.
  16. Weina Fu, Shuai Liu, Gautam Srivastava. (2019). Optimization of the Data Scheduling Model in Social Networks. Entropy. 21(9): 902-922.
  17. Vikrant Singh, Behrouz Zolfaghari*, Gautam Srivastava, Swapnoneel Roy, Takeshi Koshiba. (2019). Generalized M(n,r)-Networks: A Case for Fixed Message Dimensions . IEEE Communication Letters. Vol.. 24, no. 1, pp. 38-42, Jan. 2020.
  18. Xiaogang Zhu, Gautam Srivastava, and Reza M. Parizi. (2019). An Efficient Encryption Algorithm for Security of Sensitive Private Information in Cyber-Physical Systems. Electronics. Available Online: 1-16.
  19. Ziyuan Tang, Gautam Srivastava, Shuai Liu. (2019). Swarm Intelligence and Ant Colony Optimization in Accounting Model Choices. Journal of Intelligent & Fuzzy Systems.
  20. Gaurav Sharma*, Gautam Srivastava, Vijay Mago. (2019). A Machine Learning Framework for Automatic Categorization of Social Data into Medical Domains . IEEE Transactions on Computational Social Systems.
  21. Senthilkumar Mohan, Chandrasegar Thirumalai*, and Gautam Srivastava. Effective Heart Disease Prediction using Hybrid Machine Learning Techniques, IEEE Access, 2019.
  22. Mohamed Baza*, Noureddine Lasla, Mahmoud Mohamed, Gautam Srivastava, Mohamed Abdallah. (2020). B-Ride: Ride Sharing with Privacy-preservation, Trust and Fair Payment atop Public Blockchain. IEEE Transactions on Network Science and Engineering.
  23. Abbas Yazdinejad*, Hamed Haddadpajouh*, Ali Dehghantanha, Reza M. Parizi, Gautam Srivastava. (2020). Cryptocurrency Malware Hunting: A Deep Recurrent Neural Network (RNN) Approach. Applied Soft Computing.
  24. Shahid Mahmood, Gautam Srivastava, H. M. Srivastava, Eman AbuJarad*, Muhammad Arif, and Fazal Ghani. Geometric Properties of Certain Classes of Analytic Functions Associated with a q-integral operator, Symmetry, (11) 6, 764, 2019.
  25. Hamid Jan, Amjad Ali, Shahid Mahmood, Gautam Srivastava, and H. M. Srivastava. Statistical Descriptors-based Automatic Fingerprint Identification: Machine Learning Approaches. Submitted. Sensors, 2019.
  26. Ndolane Sene and Gautam Srivastava. Generalized Mittag-Leffler input stability of the fractional differential equations. Symmetry, Volume 11(5), Pages 608-620. 2019.
  27. Xiaobo Zhang, Fumin Fan*, Mehdi Gheisari*, and Gautam Srivastava. A Novel Auto-focus Method for Image Processing Using Laser Triangulation. IEEE Access, 2019.
  28. Ashutosh Dhar Dwivedi*, Pawel Morawiecki, and Gautam Srivastava. Differential Cryptanalysis of Round-Reduced {SPECK} Suitable for Internet of Things Devices. IEEE Access. Volume 7, Pages 16476-16486. 2019.
  29. Ashutosh Dhar Dwivedi*, Gautam Srivastava, Shalini Dhar*, and Rajani Singh*. A Decentralized Privacy Preserving Healthcare Blockchain for IoT. Sensors, Volume 19 (2), Pages 1-17, 2019
  30. Ashutosh Dhar Dwivedi*, Shalini Dhar*, Gautam Srivastava, and Rajani Singh*. Cryptanalysis of Round-Reduced Fantomas, Robin, and iSCREAM. Cryptography, Volume 3, Special Issue: Authenticated Encryption, Pages 1-11, 2019.
  31. Rajani Singh*, Ashutosh Dhar Dwivedi*, and Gautam Srivastava. Energy Consumption in Bitcoin Mining: A Game Theoretic Analysis. Future Generation Computer Systems. Submitted. 2019.
  32. Shuai Liu, Weiling Bai, Gautam Srivastava, and J. A. Tenreiro Machado. Property of Self-similarity between Baseband and Modulated Signals. Mobile Networks and Applications (MONET). Accepted: To Appear. 2019
  33. Ashutosh Dhar Dwivedi* and Gautam Srivastava. Differential Cryptanalysis of Round Reduced LEA. IEEE Access. Volume 6, Pages 79105-79113. 2018
  34. Doug Pickering, Mykel Shumay*, and Gautam Srivastava. Repeatable Measurement of Twitter User Impact NASA and the Great American Eclipse of 2017. FILOMAT, Volume 32, Pages 114-125, 2018.
  35. Mykel Shumay* and Gautam Srivastava. PixSel: Images in Cryptography. An Efficient Implementation using Homophonic Substitution Ciphers. International Journal of Electronics and Telecommunications, Volume 64, Pages 151-158, 2018.
  36. Gautam Srivastava, Evan Citulsky*, Kyle Tilbury*, et al. The Effects of Ant Colony Optimization on the Anonymization of Graphs. Journal on Computing (JoC). 5 (1), 92-101, 2016
  37. Sean Chester, Bruce M. Kapron, Gautam Srivastava and Srinivasan Venkatesh. Complexity of Social Network Anonymization, Social Network Analysis and Mining (SNAM). 3 (2), Pages 151-166. 2013.
  38. Sean Chester, Bruce M. Kapron, Ganesh Ramesh, Gautam Srivastava, Alex Thomo and Srinivasan Venkatesh. Why Waldo Befriended the Dummy? k-Anonymization of Social Networks with Pseudo-Nodes. Social Network Analysis and Mining (SNAM). 3 (3), Pages 381-399, 2013.

Refereed Conference Publications

  1. Tanvi Barot*, Gautam Srivastava, and Vijay Mago. Determining Sufficient Volume of Data For Analysis With Statistical Framework. The 33rd International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2020), Japan.
  2. Usman Ahmed*, Jerry Chun-Wei Lin, Youcef Djenouri, Gautam Srivastava and Suresh Kumar Mukhiya. Mining of the Non-dominated High Expected Utility Patterns from Uncertain Databases. The 33rd International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2020), Japan.
  3. Yazdinejad, Abbas*, Parizi, Reza, Srivastava, Gautam, Dehghantanha, Ali, Choo, Raymond. Energy Efficient Decentralized Authentication in Internet of Underwater Things using Blockchain, GLOBECOM 2019, Hawaii.
  4. Yazdinejad, Abbas*, Srivastava, Gautam, Parizi, Reza, Dehghantanha, Ali, Karimipour, Hadis, Karizoo, Somayeh. SLPoW: Secure Low Latency Proof of Work Protocol for Blockchain in Green IoT Networks, VTC Spring 2020, Belgium.
  5. Baza, Mohamed*, Mahmoud, Mohamed, Srivastava, Gautam, Alasmary, Waleed, Younis, Mohamed, A Light Blockchain Powered Privacy-Preserving Organization Scheme for Ride Sharing Services, VTC Spring 2020, Belgium.
  6. Xu, Xiaohua, He, Shuibing, Han, Meng, Parizi, Reza, Srivastava, Gautam, Budget Feasible Roadside Allocation Unit Mechanism in Vehicular Ad-Hoc Networks, VTC Spring 2020, Belgium.
  7. Polap, Dawid, Srivastava, Gautam, Jolfaei, Alireza, Parizi, Reza. Blockchain Technology and Neural Networks for the Internet of Medical Things. INFOCOM 2020, Toronto.
  8. Malina L, Srivastava G, Dzurenda P*, Hajny J, Ricci S. A Privacy-Enhancing Framework for Internet of Things Services. In the International Conference on Network and System Security 2019 Dec 15 (pp. 77-97). Springer, Cham.
  9. Lukas Malina, Gautam Srivastava, and Petr Dzurenda*. A Secure Publish/Subscribe Protocol for Internet of Things. 14th International Conference on Availability, Reliability and Security (ARES 2019). Canterbury, 2019.
  10. Gautam Srivastava, Reza M. Parizi, Ali Dehghantanha, Kim-Kwang Raymond Choo. Data Sharing and Privacy for Patient IoT Devices Using Blockchain. iSCI 2019: 334-348
  11. Kyle Clarkson*, Fatma Meawad, Gautam Srivastava. Where’s Waldo?: Finding Users on Twitter. 18th International Conference on Artificial Intelligence and Soft Computing (ICAISC). Pages 338-349, Springer, Zakopane, 2019.
  12. Logan Praznik*, Gautam Srivastava, Chetan Mendhe* and Vijay Mago. Vertex-Weighted Measures for Predicting Links in Hashtag Graphs. 11th International Conference on Advances in Social Networks Analysis and Mining (ASONAM). Vancouver, 2019.
  13. Gautam Srivastava and Shalini Dhar*. A Light Healthcare Blockchain for IoT. The IEEE Canadian Conference on Electrical and Computer Engineering (CECCE 2019), Edmonton, 2019.
  14. Gautam Srivastava, Shalini Dhar*, and Ashutosh Dhar Dwivedi*. Blockchain Education. The IEEE Canadian Conference on Electrical and Computer Engineering (CCECE 2019), Edmonton, 2019.
  15. Gautam Srivastava, Andrew Fisher*, and Robert Bryce. MQTTg: An Android Implementation. IEEE 42nd International Conference on Telecommunications and Signal Processing (TSP 2019), Budapest, 2019.
  16. Ashutosh Dhar Dwivedi*, Lukas Malina, Petr Dzurenda*, and Gautam Srivastava. Blockchain Based Security Model for IoT. IEEE 42nd International Conference on Telecommunications and Signal Processing (TSP 2019), Budapest, 2019.
  17. Elie F. Kfoury, Jorge Crichigno, Elias Bou-Harb, David Khoury, and Gautam Srivastava, 
    Enabling TCP Pacing using Programmable Data Plane Switches. IEEE 42nd International 
    Conference on Telecommunications and Signal Processing (TSP 2019), Budapest, 2019.
  18. Gautam Srivastava, Andrew Fisher*, Robert Bryce, Jorge Crichigno. Green Communication with Geolocation. IEEE 89th Vehicular Technology Conference (VTC 2019). Kuala Lumpur, 2019.
  19. Ashutosh Dhar Dwivedi*, Rajani Singh*, and Gautam Srivastava. PHANTOM protocol as the new Crypto-democracy. 17th International Conference on Computer Information Systems and Industrial Management Applications (CISIM), Pages 499-509. Oloumouc, 2018.
  20. Rajani Singh*, Ashutosh Dhar Dwivedi*, and Gautam Srivastava. Future of Bitcoin Mining: A Game Theoretic Approach. International Conference on Operational Research (KOI), Pages 47-48, Croatia, 2018.
  21. Ashutosh Dhar Dwivedi*, Rajani Singh*, and Gautam Srivastava. Crypto-Democracy: a decentralized voting scheme using blockchain technology. Proceedings of the International Conference on Security and Cryptography (SECRYPT), Pages 508-513, Porto, 2018.
  22. Robert Bryce and Gautam Srivastava. The Addition of Geolocation to Sensor Networks. Proceedings of the International Conference on Software Technologies (ICSOFT), Pages 762-768, Porto, 2018.
  23. Ashutosh Dhar Dwivedi*, Rajani Singh*, and Gautam Srivastava. A Democratic Future using a decentralized Blockchain voting Scheme. International Central European Conference on Cryptography (CECC), Pages 14-18, Slovakia, 2018.
  24. Robert Bryce, Thomas Shaw*, and Gautam Srivastava. Adding Geolocation to the MQTT-G: A Publish/Subscribe Protocol with Geolocation. Proceedings of the 41st IEEE International Conference on Telecommunications and Signal Processing (TSP), Pages 780-785, Athens, 2018.
  25. Gautam Srivastava. Gauging Ecliptic Sentiment. Proceedings of the 41st IEEE International Conference on Telecommunications and Signal Processing (TSP), Pages 627-631, Athens, 2018.
  26. Doug Pickering, Mykel Shumay*, and Gautam Srivastava. Measuring Twitter User Influence Through A Discrete Event (NASA and the Great American Eclipse). Proceedings of Fuzzy Systems and Data Mining (FSDM 2017), Pages 128-138, Hualien, 2017. Awarded Best Oral Presentation for Data Mining Session
  27. Gautam Srivastava, Mykel Shumay* and Evan Citulsky*. Social Network Anonymity using Ant Colony Systems. Proceedings of the Computer Gaming and Allied Technology (CGAT), Pages 64-73. Singapore, 2017.
  28. Mykel Shumay* and Gautam Srivastava. Images as Book Cipher Keys: An Efficient Means of Secure, Non-Deterministic Cryptography. Proceedings of the International Central European Conference on Cryptography (CECC), Pages 85-86, Warsaw, July 2017.
  29. Ashraf Abdelbar, Gautam Srivastava and Kyle Tilbury*. The Effects of Ant Colonization Optimization on k-Anonymization. Proceedings of the Geometric Function Theory and Applications (GFTA), Macedonia, 2015.
  30. Chongjie Li, Toshiyuki Amagasa, Hiroyuki Kitagawa and Gautam Srivastava. Label-Bag Based Graph Anonymization via Edge Addition. Proceedings of the International C* Conference on Computer Science & Software Engineering (C3S2E), Pages 95-104. Canada, 2014.
  31. Sean Chester and Gautam Srivastava. Social Network Privacy for Attribute Disclosure Attacks. Proceedings of the International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Pages 445-449. Kaohsiung, 2011.
  32. Bruce M. Kapron, Gautam Srivastava and S. Venkatesh. Social Network Anonymization via Edge Addition. Proceedings of the International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Pages 155-162. Kaohsiung, 2011.
  33. Sean Chester, Bruce M. Kapron, Ganesh Ramesh. Gautam Srivastava, Alex Thomo and S. Venkatesh. k-Anonymization of Social Networks by Vertex Addition. Proceedings of the 15th International Conference on Advances in Databases and Information Systems (ADBIS), Pages 107-116. Vienna, 2011.
  34. Jennifer Murdoch, Yvonne Coady, and Gautam Srivastava. SPARCS from the University of Victoria: supporting sustainable and integrated outreach activities for educators and young minds. In IEEE International Conference on Meeting Demand for Engineers and Their Educators 2010-2020, Munich, 2007.

Posters

  1. Ashutosh Dhar Dwivedi*, Rajani Singh*, and Gautam Srivastava, Energy Consumption in Bitcoin Mining: A Game Theoretic Analysis. The 14th International Conference on Web and Internet Economics (WINE 2018), Oxford, 2018.

Technical Reports

  1. Doug Pickering, Mykel Shumay*, Douglas Spencer and Gautam Srivastava. Eclipse 2017 Livestream – An Evaluation Report for NASA. Palo Alto, CA. 2017.