Journal Publications


  1. Bhavya Kailkhura, Swastik Brahma, Yunghsiang S. Han , Pramod K. Varshney, "Distributed Detection in Tree Topologies with Byzantines," IEEE Trans. Signal Process., vol. 62, no. 12, pp. 3208-3219, June 15, 2014. arXiv
  2. Bhavya Kailkhura, Yunghsiang S. Han, Swastik Brahma, Pramod K. Varshney, "Asymptotic Analysis of Distributed Bayesian Detection with Byzantine Data," IEEE Signal Process. Lett., vol. 22, no. 5, pp. 608-612, May 2015. arXiv
  3. Bhavya Kailkhura, Yunghsiang S. Han, Swastik Brahma, Pramod K. Varshney, "Distributed Bayesian Detection with Byzantine Data," to appear in IEEE Trans. Signal Process. arXiv
  4. Bhavya Kailkhura, Aditya Vempaty, Pramod K. Varshney, "Distributed Inference in Tree Networks using Coding Theory," to appear in IEEE Trans. Signal Process. arXiv
  5. Bhavya Kailkhura, Berkan Dulek, Swastik Brahma, Yunghsiang S. Han, Pramod K. Varshney, "Distributed Detection in Tree-based Topologies: Byzantines and Mitigation Techniques," to appear in IEEE Trans. Inf. Forensics and Security. arXiv
  6. Bhavya Kailkhura, V. Sriram Siddhardh (Sid) Nadendla, Pramod K. Varshney, "Distributed Inference in the Presence of Eavesdroppers: A Survey," to appear in IEEE Comm. Magazine. arXiv
  7. Bhavya Kailkhura, Thakshila Wimalajeewa, Pramod K. Varshney, "Collaborative Compressive Detection with Physical Layer Secrecy Constraints," IEEE Trans. Inf. Theory, under review. arXiv
  8. Bhavya Kailkhura, Swastik Brahma, Pramod K. Varshney, "Consensus based Detection in the Presence of Data Falsification Attacks," to appear in IEEE Trans. Sig. Process.
  9. Bhavya Kailkhura, Sijia Liu, Thakshila Wimalajeewa, Pramod K. Varshney, "Measurement Matrix Design for Compressive Detection with Secrecy Guarantees," to appear in IEEE Wi. Comm. Lett.
  10. Prashant Khanduri, Bhavya Kailkhura, J. J. Thiagarajan, Pramod K. Varshney, "Universal Collaboration Strategies for Signal Detection: A Sparse Learning Approach," to appear in IEEE Signal Process. Lett.
  11. Bhavya Kailkhura, J. J. Thiagarajan, P. Bremer, Pramod K. Varshney, "Theoretical guarantees for Poisson disk sampling using pair correlation function," to be submitted to SIAM/ASA Journal on Uncertainty Quantification (JUQ).
  12. Bhavya Kailkhura, J. J. Thiagarajan, P. Bremer, Pramod K. Varshney, "Impact of Spectral Sampling Techniques on Surrogate Modeling," to be submitted to SIAM/ASA Journal on Uncertainty Quantification (JUQ).
  13. Bhavya Kailkhura, J. J. Thiagarajan, P. Bremer, Pramod K. Varshney, "Blue Noise Sampling: Analysis and Synthesis," to be submitted to ACM Transactions on Graphics, 2016.
  14. Bhavya Kailkhura, J. J. Thiagarajan, P. Bremer, Pramod K. Varshney, "Blue Noise Sampling in Arbitrary Dimensions," to be submitted to ACM Transactions on Graphics, 2016.
  15. Bhavya Kailkhura, Pramod K. Varshney, "Multi-label Classification with Incomplete and Corrupted Data," to be submitted to Journal of Machine Learning Research (JMLR).
 

Conference Publications

 
  1. Bhavya Kailkhura, Swastik Brahma, Pramod K. Varshney, "Optimal Byzantine Attacks on Distributed Detection in Tree-based Topologies," International Conference on Computing, Networking and Communications (ICNC) , pp. 227-231, 28-31 Jan. 2013, PDF
  2. Bhavya Kailkhura, Swastik Brahma, Yunghsiang S. Han, Pramod K. Varshney, "Optimal distributed detection in the presence of Byzantines," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , pp. 2925-2929, 26-31 May 2013, PDF
  3. Bhavya Kailkhura, Yunghsiang S. Han, Swastik Brahma, Pramod K. Varshney, "On Covert Data Falsification Attacks on Distributed Detection Systems," IEEE International Symposium on Communications and Information Technologies (ISCIT) , pp. 412-417, 4-6 Sept. 2013, PDF
  4. Bhavya Kailkhura, Swastik Brahma, Pramod K. Varshney, "On Performance Analysis of Data Fusion schemes with Byzantines," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , pp. 7411-7415, 4-9 May 2014, PDF
  5. Bhavya Kailkhura, Lixin Shen, Thakshila Wimalajeewa, Pramod K. Varshney, "Distributed Compressive Detection with Perfect Secrecy," IEEE International Conference on Mobile Ad Hoc and Sensor Systems (MASS), pp.674-679, 28-30 Oct. 2014, PDF
  6. Bhavya Kailkhura, Thakshila Wimalajeewa, Pramod K. Varshney, "On Physical Layer Secrecy of Collaborative Compressive Detection," to appear in 48th Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA., PDF (Runner-up Best Student Paper Contest)
  7. Vipul Gupta, Bhavya Kailkhura, Thakshila Wimalajeewa, Pramod K. Varshney, "Joint Sparsity Pattern Recovery with 1-bit Compressive Sensing in Distributed Sensor Networks," to appear in 49th Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA.
  8. Bhavya Kailkhura, J. J. Thiagarajan, P. Bremer, Pramod K. Varshney, "Theoretical guarantees for Poisson disk sampling using pair correlation function," to appear in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2016.
  9. Bhavya Kailkhura, J. J. Thiagarajan, P. Bremer, Pramod K. Varshney, "Impact of Spectral Sampling Techniques on Surrogate Modeling," to appear in SIAM conference on uncertainty quanti cation, 2016.
  10. Bhavya Kailkhura, J. J. Thiagarajan, P. Bremer, Pramod K. Varshney, "Blue Noise Sampling: Analysis and Synthesis," to be submitted to ACM SIGGRAPH Conference, 2016.
  11. Swatantra Kafle, Bhavya Kailkhura, Thakshila Wimalajeewa, Pramod K. Varshney, "Decentralized Joint Sparsity Pattern Recovery with 1-bit Compressive Sensing," in preparation
  12. Qunwei Li, Bhavya Kailkhura, Zhenliang Zhang, Pramod K. Varshney, "Sparse Multi-Task Learning for Influential Node Detection in Social Networks," in preparation
  13. Bhavya Kailkhura, Pramod K. Varshney, "Automatic Bird Species Classification with Low Dimensional Representation and Deep Learning," in preparation