Journal and Conference Publications:
-
Zhang, Jiangfan and Blum, Rick S. and Poor, H. Vincent, “Approaches to Secure Inference in the Internet of Things: Performance Bounds, Algorithms, and Effective Attacks on IoT Sensor Networks”, IEEE Signal Processing Magazine. 35 (5) pp. 50-63, 2018.
-
Samudrala, Ananth Narayan and Blum, Rick S. “On the estimation and secrecy capabilities of stochastic encryption for parameter estimation in IoT”, Conference on Information Sciences and Systems 2018, pp. 1-6.
-
Samudrala, Ananth Narayan and Blum, Rick S, “Asymptotic analysis of a new low complexity encryption approach for the Internet of Things, smart cities and smart grid”, 2017 IEEE International Conference on Smart Grid and Smart Cities (ICSGSC), pp. 200-204.
-
Yanina Y. Shkel, Rick S. Blum, and H. Vincent Poor, “Lossless compression and secrecy by design”, submitted to IEEE Transactions on Information Theory, 2018.
-
H. Naseri and V. Koivunen, “A Bayesian algorithm for distributed cooperative localization using distance and direction estimates,” in IEEE Transactions on Signal and Information Processing over Networks. (early access in IEEE Xplore).
-
T. Halme and V. Koivunen, “DISTRIBUTED NONPARAMETRIC INFERENCE USING A ONE-SAMPLE BOOTSTRAPPED ANDERSON-DARLING TEST AND P-VALUE FUSION,” 2018 IEEE Data Science Workshop (DSW), Lausanne, 2018, pp. 1-5.
-
T. Halme, V. Koivunen, and H. V. Poor, “Nonparametric distributed detection using bootstrapping and Fisher’s method,” 2018 52nd Annual Conference on Information Sciences and Systems (CISS), Princeton, NJ, 2018, pp. 1-6.
-
P. B. Gohain, S. Chaudhari and V. Koivunen, “Cooperative Energy Detection With Heterogeneous Sensors Under Noise Uncertainty: SNR Wall and Use of Evidence Theory,” in IEEE Transactions on Cognitive Communications and Networking, vol. 4, no. 3, pp. 473-485, Sept. 2018.
-
Martin Gölz, Visa Koivunen, Abdelhak Zoubir, “Nonparametric detection using empirical distributions and bootstrapping”, 25th European Signal Processing Conference (EUSIPCO), pp. 1450-1454, 2017.
-
H. Hentila, J. Oksanen and V. Koivunen, “Distributed scheduling in multi-hop multi-band cognitive radio networks utilizing potential fields,” 2017 IEEE 18th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Sapporo, 2017, pp. 1-6.
-
Henri Hentilä, Visa Koivunen, Vincent Poor, Rick Blum, “Secure Key Generation for Distributed Inference in IoT”, CISS 2019, Baltimore.
-
Topi Halme, Martin Gölz, Visa Koivunen, “Bayesian Multiple Hypothesis Testing for Distributed Detection in Sensor Networks “, submitted to 2019 IEEE Data Science Workshop.
-
Martin Gölz, Michael Muma, Topi Halme, Abdelhak Zoubir, and Visa Koivunen, “Spatial Inference in Sensor Networks using Multiple Hypothesis Testing and Bayesian Clustering”, submitted to 2019 EUSIPCO (European Signal Processing Conference).