Publications of Manjesh Kumar Hanawal (MKH)
Copyright notice : Copyright belongs to the publisher in case of published articles. Copyright belongs to the author(s) in all other cases.
Book Chapters
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S. Memon, V. Kavitha, MKH, E. Altman, and R. Devanand,
User Response Based Recommendations
In: Biswas S. et al. (eds) Communication Systems and Networks. COMSNETS 2018. Lecture Notes in Computer Science, vol 11227. Springer, Cham.
[Link]
Tutorial 1
Preprints
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Adhoksaj Mishra and MKH
Thwarting Piracy: Anti-debugging Using GPU-assisted Self-healing Codes
[link]
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S. Chatterjee and MKH
Federated Learning for Intrusion Detection in IoT Security: A Hybrid Ensemble Approach
[Arxiv link]
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R. Vaze and MKH
Continuous Time Bandits With Sampling Costs
[Arxiv link]
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A.Verma, MKH , A. Rajkumar, and R. Sankaran
Censored Semi-Bandits for Resource Allocation
[Arxiv link]
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V. S. Khandkar and MKH
Challenges in Net Neutrality Violation Detection: A Case Study of Wehe Tool
[Arxiv link]
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V. S. Khandkar and MKH
Masking Host Identity on Internet: Encrypted TLS/SSL Handshake
[Arxiv link]
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S.J. Darak and MKH
Distributed Learning in Ad-Hoc Networks: A Multi-player Multi-armed Bandit Framework
[Arxiv link]
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H. Tibrewal, S. Patchala, MKH, and S. J. Darak
Multi-player Bandits for Optimal Assignment with Heterogeneous Rewards
[Arxiv link]
Journal Publications
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S Fatale, K Bhandari, U Narula, S Moharir, and MKH
Regret of age-of-information bandits
[link]
IEEE Transactions on Communications.
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H Joshi, S Santra, S Darak, MKH , and SVS Santosh
Multi-Play Multi-Armed Bandit Algorithm Based Sensing of Non-Contiguous Wideband Spectrum for AIoT Networks
[link]
IEEE Transactions on Industrial Informatics.
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MKH and S.J. Darak
Multi-Player Bandits: A Trekking Approach
[link]
To appear in IEEE Transactions on Automatic Control.
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D. Ghosh and MKH , and N. Zlatanov
Learning to Optimize Energy Efficiency in Energy Harvesting Wireless Sensor Networks
[Arxiv link]
To apped in IEEE Wireless Communication Letters. DOI:10.1109/LWC.2021.3058170
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F. Malik, MKH , Y. Hayel, and J. Nair
Revenue sharing on the Internet: A case for going soft on neutrality regulations
Performance Evaluation
Vol. 145, January 2021, 102152 [link]
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F. Malik, MKH , and Y. Hayel
Zero-rating of Content and its Effect on the Quality of Service in the Internet
IEEE/ACM Transaction on Networking, Vol. 28, no. 6, Dec. 2020 [link]
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MKH, Y. Hayel, and Q. Zhu
Effective Utilization of Licensed and Unlicensed Spectrum in Large Scale Ad Hoc Networks
IEEE Transaction on Cognitive Communications and Networking, vol. 6, no. 2, June 2020 [Link]
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MKH, D. N. Nguyen, and M. Krunz
Cognitive Networks with In-band Full-duplex Radios: Jamming Attacks and Countermeasures
IEEE Transaction on Cognitive Communications and Networking, vol. 6, no. 2, March 2020 [Link]
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S. Sawant, R. Kumar, MKH, and S. J. Darak
Learning to Coordinate in a Cognitive Radio Network in Presence of Jammers
IEEE Transaction on Mobile Computing, vol. 19, no. 11, Nov 2020 [Link]
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S. J. Darak and MKH
Multi-player Multi-armed Bandits for Stable Allocation in Heterogeneous Ad-Hoc Networks
IEEE Journal on Selected Areas in Communication, vol.37, no. 10, Oct 2019 [Link]
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R. Kumar, S. J. Darak, MKH, A. K. Sharma, and R. K. Tripathi
Distributed Algorithm for Learning to Coordinate in Infrastructure-Less Network
IEEE communications letters vol. 32, no.2, 2018 [Link]
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R. Kumar , S. J. Darak, MKH, and A. Yadav
Distributed Learning and Coordination in Cognitive Infrastructureless Networks of Unknown Size
IEEE Systems Journal, vol. 14, no. 2, June 2020 [Link]
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MKH, H. Liu, H. Zhu and I. Paschalidis
Learning Policies for Markov Decision Processes from Data
IEEE Transactions on Automatic Control, vol. 64 , no. 6, Jul 2019 [Link]
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E. Altman, MKH and R. Sundaresan
Generalizing Diagonal Strict Concavity Property for Uniqueness of Nash Equilibria
Indian Journal of Pure and Applied Mathematics, 2016 [Link]
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E. Altman, C. Hasan, MKH , R. El-Azouzi, S. Shamai and L. Roullet
Stochastic Geometric Models for Green Networking
IEEE Access, vol. 3, pp 2465-2474, December 2015 [Link]
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MKH, M. J. Abdel-Rahman and M. Krunz
Joint Adaptation of Frequency Hopping and Transmission Rate for Anti-jamming Wireless Systems
IEEE Transactions on Mobile Computing, no. 99, October 2015 [Link]
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E. Altman, MKH and R. Sundaresan
Regulation of Off-network Pricing in a Non-neutral Network
ACM Transaction on Internet Technologies, vol. 14 no. 2-3, October 2014 [Link]
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MKH, E. Altman and F. Baccelli
Stochastic Geometry based Medium Access Games in Mobile Ad hoc Networks
IEEE Journal of Selected Areas in Communications, vol. 30, no. 11, December 2012 [Link]
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MKH and R. Sundaresan
Guessing Revisited: A Large Deviations Approach
IEEE Transactions on Information Theory, vol. 57, no. 1, pp. 70-78, January 2011 [Link]
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MKH and R. Sundaresan
The Shannon Cipher System with a Guessing Wiretapper: General Sources
IEEE Transactions on Information Theory, vol. 57, no. 4, pp. April 2011 [Link]
Conference Publications
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A. Verma, MKH
Stochastic Multi Armed Bandits with Control Variates
To appear in proceeding of Neural Information Processing Systems (NeurIPS), Virtual event, Dec 2021.
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A Sahay, A Maheshwari, R Kumar, G Ramakrishnan, MKH, K Arya
Unsupervised Learning of Explainable Parse Trees for Improved Generalisation
Proceeding of International Joint Conference on Neural Networks (IJCNN), Virtual event, July 2021.
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A. Verma, MKH, Csaba Szepesvari, and V. Saligrama
Online Algorithm for Unsupervised Sequential Selection with Contextual Information
Proceeding of Neural Information Processing Systems (NeurIPS), Vancouver, Canada, Dec 2020.
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A. Verma, MKH, and N. Hemachandra
Thompson Sampling for Unsupervised Sequential Selection
Proceeding of Asian Machine Learning Conference (ACML), Bangkong, Thailand, Nov 2020.
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F. Malik, MKH, Y. Hayel, and J. Nair
Revenue sharing on the Internet: A Case for Going Soft on Neutrality Regulations
Proceeding of Intl. Symposium on Computer Performance, Modeling, Measurements and Evaluation (PERFORMANCE), Milano, Italy, Nov 2020.
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D. Ghosh, A. Verma, and MKH
Optimal Energy Transfer in Energy Harvesting Wireless Sensor Networks
Proceedings of Intl. conference on Signal Processing and Communications (SPCOM), Bangalore, India, July 2020.
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K. Bhandari, S. Fatale, U. Narula, S Moharir, and MKH
Age-of-Information Bandits
Proceeding of Intl. sysmposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt), Volos, Greece, June 2020.
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A. Verma and MKH
Stochastic Network Utility Maximization with Unknown Utilities: A Multi-Armed Bandits Approach
Proceedings of the International Conference on Computer Communication (INFOCOM), Beijing, China, April 2020.
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A. Verma, MKH, A. Rajkumar, and R. Sankaran
Censored Semi-Bandits: A Framework for Resource Allocation with Censored Feedback
Proceeding of Neural Information Processing Systems (NeurIPS), Vancouver, Canada, Dec 2019.
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A. Verma, MKH, and R. Vaze
Distributed Algorithms for Efficient Learning and Coordination in Ad Hoc Networks
Proceeding of Intl. Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt), Avignon, France, June 2019.
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H. Tibrewal, S. Patchala, MKH, and S. Darak
Distributed Learning and Optimal Assignment in Multiplayer Heterogeneous Networks
Proceeding of International Conference on Computer Communication (INFOCOM), Paris, France, April-May 2019.
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A. Verma, MKH, C. Szepesvari, and V. Saligrama
Online Algorithm for Unsupervised Sensor Selection
Proceedings of Artificial Intelligence and Statistics (AISTATS), Okinawa, Japan, April 2019.
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A. Maheshwari, A. Goyal, A. Kumar, MKH, and G. Ramakrishnan
Representation Learning on Graphs by Integrating Content and Structure Information
International Conference on Communication Systems and Networks (COMSNETs), Bangalore, India, Jan 2019.
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V. N. Pandit, M. K Datar, MKH, and S. Moharir
Pricing in Ride Sharing Platforms: Static vs Dynamic Strategies
International Conference on
Communication Systems and Networks (COMSNETs), Bangalore, India, Jan 2019.
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MKH, F. Malik, and H. Hayel
Differential Pricing of Traffic in the Internet
Proceeding of Intl. Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt),
Shanghai, China May 2018.
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R. Kumar, A. Yadav, S. J. Darak, and MKH
Trekking Based Distributed Algorithm for Opportunistic Spectrum Access in Infrastructure-less Network
Proceeding of Intl. Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt),
Shanghai, China May 2018.
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S. Sawant, MKH, S. J. Darak, and R. Kumar
Distributed Learning Algorithms for Coordination in a Cognitive Network in Presence of Jammers
Proceeding of Intl. Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt),
Shanghai, China May 2018.
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V. Kavitha, Salman Memon, MKH, E. Altman, and Devanand R.
User Response Based Recommendations: A Local Angle Approach
International Conference on Communication Systems and Networks (COMSNETS), Bangalore, India, Jan 2018.
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A. Verma and MKH
Unsupervised Cost Sensitive Predictions with Side Information
International Conference on Data Science and Management of Data (CoDS-COMAD), Goa, India, Jan 2018.
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MKH, C. Szepesvari, and V. Saligrama
Unsupervised Sensor Acquisition Problem
Proceedings of Artificial Intelligence and Statistics (AISTATS), Florida, USA, April 2017.
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MKH, Hao Liu, Henghui Zhu, and Ioannis Ch. Paschalidis
Learning Parameterized Policies for Markov Decision Processes through Demonstrations
IEEE Conference on Decision and Control (CDC), Las Vegas, USA, December 2016.
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MKH, D. N. Nguyen, and M. Krunz
Jamming Attack in In-Band Full Duplex Communication: Detection and Countermeasures
Intl. Conference on Computer Communication (INFOCOM), San Francisco, CA, USA, April 2016.
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MKH, A. Lesham, and V. Saligrama
Efficient Algorithms for Linear Polyhedral Bandits
Intl. Conference on Acoustics, Speech and Signal Processing(ICASSP), Shanghai, China, March 2016.
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MKH and V. Saligrama
Cost Effective Algorithms for Spectral Bandits
Allerton Conference on Communication, Control and Computing, Urbana-Champaign, IL, USA, October 2015.
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MKH, Venkatesh Saligrama, Michal Valko, and Remi Munos
Cheap Bandits International Conference of Machine Learning (ICML), Lille, France, June 2015.
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MKH and Venkatesh Saligrama
Efficient Detection and Localization in Graph Structured Data International Conference on Acoustics,
Speech and Signal Processing (ICASSP), Brisbane, Australia, April 2015.
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MKH, M. J. Abdel-Rahman, and M. Krunz
Game Theoretic Anti-jamming Dynamic Frequency Hopping and Rate Adaptation in Wireless Systems
Intl. Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt),
Hammamet, Tunisia May 2014.
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MKH and E. Altman
Network Non-Neutrality through Preferential Signaling
Intl. Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt), Tsukuba Science City, Japan, May 2013.
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S. Patil, E. Altman, MKH, and J. Rojas
Modeling and Simulation of Mobility of Crowds
Intl. Conference on Analytical & Stochastic Modelling Techniques
& Applications (ASMTA), Ghent, Belgium, June 2013.
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MKH, E. Altman, and F. Baccelli
Stochastic Geometry based Medium Access Games
Intl. Conference on Computer Communication (INFOCOM), Orlando, Florida, USA, March 2012.
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MKH and E. Altman
Stochastic Geometry based Jamming Games in Mobile Ad Networks
Intl. Conference on Wireless on-demand Networks and Services (WONS), Courmayeur, Italy, January 2012.
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MKH, E. Altman, R. El-Azouzi, and B. Prabu
Spatio-temporal Control for DynamicRouting Games
Intl. ICST Conference on Game Theory for Networks (GameNets), Shanghai, China, April 2011.
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E. Altman, J. Rojas, S. Wong, MKH, and Y. Xu
Net Neutrality and Quality of Service (invited)
Intl. ICST Conference on Game Theory for Networks (GameNet), Shanghai, China, April 2011.
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E. Altman, MKH, and R. Sundaresan
Nonneutral Network and the Role of Bargaining Power in Side Payments
Workshop on Network Control and Optimization (NETCOOP), Ghent, Belgium, November 2010.
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MKH and R. Sundaresan
The Shannon Cipher System with a Guessing Wiretapper:General Sources
In Proceedings Intl. Symposium on Information Theory (ISIT), Seoul, Korea, June 2009.
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MKH and R. Sundaresan
Guessing Revisited: A Large Deviations Approach
National Conference on Communications (NCC), IIT Guwahati, India, January 2009.
Workshop and poster papers
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V. S. Khandkar and MKH
Challenges in Net Neutrality Violation Detection: A Case Study of Wehe Tool
International Confeence on Communication Systems and Networks (COMSNETS), Bangalore, India, Jan 2021
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A. Singh and MKH
Monitoring COVID Hotspots Using Telecom Data: Voronoi Tessellations for Marking Buffer Zones
International Confeence on Communication Systems and Networks (COMSNETS), Bangalore, India, Jan 2021
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R. Kumar, S. J. Darak, and MKH
Distributed Algorithm for Opportunistic Spectrum Access in Dynamic Ad Hoc Networks
Workshop on Real-life Modeling in 5G Networks and Beyond - REFRESH, co-located with IEEE DCOSS, June 2020.
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A. Verma, MKH, and N. Hemachandra
Unsupervised Online Feature Selection For Cost-Sensitive Medical Diagnosis
Workshop on Networking Humanitarian Technology for Healthcare (NetHealth), held in conjuction with COMSNETS, Bangalore, India, Jan 2020.
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V.S. Khandkar and MKH
Detection of Traffic Discrimination in the Internet
International Confeence on Communication Systems and Networks (COMSNETS), Bangalore, India, Jan 2020
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F. Malik and MKH
Revenue Sharing Between Service Providers in the Internet: A Moral Hazard Approach
International Confeence on Communication Systems and Networks (COMSNETS), Bangalore, India, Jan 2019
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A. Maheshwari, A. Goyal, MKH, and G. Ramakrishnan
DynGAN: Generative Adversarial Networks for Dynamic Network Embedding
Workshop on Graph Representation Learning, held in conjunction with NeurIPS, Vancouver, Canada, Dec 2019.
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MKH and S. J. Darak
Distributed Learning in Ad Hoc Networks with Unknown Number of Players
Workshop on AI in Networks (WAIN), help in conjunction with Performance, Toulouse, France, Dec. 2018.
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MKH, Y. Hayel and Q. Zhu
Throughput Maximization of Large-Scale Secondary Networks over Licensed and Unlicensed Spectra
Intl. Workshop on Resource Allocation, Cooperation and Competition in Wireless Networks (RAWNET), Paris, France, May 2017.
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MKH, E. Altman and R. Sundaresan
A Game Theoretic Analysis of Collusions in Nonneutral networks
W-PIN Workshop, held in conjunction with SIGMETRICS, London, UK, June 2012.
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E. Altman, MKH, R. El-Azouzi and S. Shamai
Tradeofs in Green Cellular Networks
GreenMetrics Workshop, held in conjunction with SIGMETRICS, San-Jose, USA, June 2011.
Technical Reports
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MKH and R. Sundaresan Randomised Attacks on Passwords
Technical Report TR-PME-2010-11. Available online
here
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MKH and R. Sundaresan Guessing and compression subject to distortion
Technical Report TR-PME-2010-12. Available online
here
Patents
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Vinod S. Khandkar and MKH
FairNet : Measurement setup for Detection Net neutrality Violations
Indian patent, application no. 202021048922.
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Vinod S. Khandkar and MKH
Masking Host Identity on Internet: Encrypted TLS/SSL Handshake
Indian patent, application no. 202021055538.
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