Dilina Perera

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 5

Top Topics

Network Intrusion Detection

Quantum Computing

Energy Function

Top Venues

Comput. Networks

Publications

Bhavika Bhalgamiya, Dilina Perera, Mark A. Novotny
Quantum Annealing Error Mitigation Using Mirror Symmetries on Different Generations of Quantum Annealers. QCE (2022)
Dilina Perera, Inimfon Akpabio, Firas Hamze, Salvatore Mandrà, Nathan Rose, Maliheh Aramon, Helmut G. Katzgraber
Chook - A comprehensive suite for generating binary optimization problems with planted solutions. CoRR (2020)
Tamer Aldwairi, Dilina Perera, Mark A. Novotny
An evaluation of the performance of Restricted Boltzmann Machines as a model for anomaly network intrusion detection. Comput. Networks 144 (2018)
Yaroslav Koshka, Dilina Perera, Spencer Hall, Mark A. Novotny
Determination of the Lowest-Energy States for the Model Distribution of Trained Restricted Boltzmann Machines Using a 1000 Qubit D-Wave 2X Quantum Computer. Neural Comput. 29 (7) (2017)
Yaroslav Koshka, Dilina Perera, Spencer Hall, Mark A. Novotny
Empirical investigation of the low temperature energy function of the Restricted Boltzmann Machine using a 1000 qubit D-Wave 2X. IJCNN (2016)