Publications of Manjesh Kumar Hanawal (MKH)

Book Chapters

1. 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]

Preprints

1. Adhoksaj Mishra and MKH
   Thwarting Piracy: Anti-debugging Using GPU-assisted Self-healing Codes [link]
   

2. S. Chatterjee and MKH
   Federated Learning for Intrusion Detection in IoT Security: A Hybrid Ensemble Approach [Arxiv link]
   

3. R. Vaze and MKH
   Continuous Time Bandits With Sampling Costs [Arxiv link]
   

4. A.Verma, MKH , A. Rajkumar, and R. Sankaran
   Censored Semi-Bandits for Resource Allocation [Arxiv link]
   

5. V. S. Khandkar and MKH
   Challenges in Net Neutrality Violation Detection: A Case Study of Wehe Tool [Arxiv link]
   

6. V. S. Khandkar and MKH
   Masking Host Identity on Internet: Encrypted TLS/SSL Handshake [Arxiv link]
   

7. S.J. Darak and MKH
   Distributed Learning in Ad-Hoc Networks: A Multi-player Multi-armed Bandit Framework [Arxiv link]
   

8. H. Tibrewal, S. Patchala, MKH, and S. J. Darak
   Multi-player Bandits for Optimal Assignment with Heterogeneous Rewards [Arxiv link]
   

Journal Publications

1. S Fatale, K Bhandari, U Narula, S Moharir, and MKH
   Regret of age-of-information bandits [link]
   IEEE Transactions on Communications.

2. 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.

3. MKH and S.J. Darak
   Multi-Player Bandits: A Trekking Approach [link]
   To appear in IEEE Transactions on Automatic Control.

4. 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

5. 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]
   

6. 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]
   

7. 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]

8. 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]

9. 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]

10. 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]

11. 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]

12. 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]

13. 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]

14. 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]

15. 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]

16. 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]

17. 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]

18. 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]

19. 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]

20. 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

1. A. Verma, MKH
   Stochastic Multi Armed Bandits with Control Variates
   To appear in proceeding of Neural Information Processing Systems (NeurIPS), Virtual event, Dec 2021.

2. 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.

3. 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.

4. A. Verma, MKH, and N. Hemachandra
   Thompson Sampling for Unsupervised Sequential Selection
   Proceeding of Asian Machine Learning Conference (ACML), Bangkong, Thailand, Nov 2020.

5. 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.

6. 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.

7. 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.

8. 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.

9. 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.

10. 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.

11. 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.

12. 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.

13. 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.

14. 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.

15. 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.

16. 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.

17. 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.

18. 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.

19. 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.

20. MKH, C. Szepesvari, and V. Saligrama
    Unsupervised Sensor Acquisition Problem
    Proceedings of Artificial Intelligence and Statistics (AISTATS), Florida, USA, April 2017.

21. 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.

22. 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.

23. 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.

24. MKH and V. Saligrama
    Cost Effective Algorithms for Spectral Bandits
    Allerton Conference on Communication, Control and Computing, Urbana-Champaign, IL, USA, October 2015.

25. MKH, Venkatesh Saligrama, Michal Valko, and Remi Munos
    Cheap Bandits
    International Conference of Machine Learning (ICML), Lille, France, June 2015.

26. 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.

27. 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.

28. 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.

29. 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.

30. MKH, E. Altman, and F. Baccelli
    Stochastic Geometry based Medium Access Games
    Intl. Conference on Computer Communication (INFOCOM), Orlando, Florida, USA, March 2012.

31. 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.

32. 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.

33. 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.

34. 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.

35. 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.

36. MKH and R. Sundaresan
    Guessing Revisited: A Large Deviations Approach
    National Conference on Communications (NCC), IIT Guwahati, India, January 2009.

Workshop and poster papers

1. 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

2. 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

3. 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.

4. 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.

5. V.S. Khandkar and MKH
   Detection of Traffic Discrimination in the Internet
   International Confeence on Communication Systems and Networks (COMSNETS), Bangalore, India, Jan 2020

6. 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

7. 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.

8. 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.

9. 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.

10. 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.

11. 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

1. MKH and R. Sundaresan
   Randomised Attacks on Passwords
   Technical Report TR-PME-2010-11. Available online here

2. MKH and R. Sundaresan
   Guessing and compression subject to distortion
   Technical Report TR-PME-2010-12. Available online here

Patents

1. Vinod S. Khandkar and MKH
   FairNet : Measurement setup for Detection Net neutrality Violations
   Indian patent, application no. 202021048922.

2. Vinod S. Khandkar and MKH
   Masking Host Identity on Internet: Encrypted TLS/SSL Handshake
   Indian patent, application no. 202021055538.