Soumya Banerjee

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 23

Top Topics

Differential Privacy

Firefly Algorithm

Homomorphic Encryption

Top Venues

Int. J. Appl. Metaheuristic Comput.

Publications

Rezak Aziz, Soumya Banerjee, Samia Bouzefrane
Privacy Preserving Federated Learning: A Novel Approach for Combining Differential Privacy and Homomorphic Encryption. WISTP (2024)
Youakim Badr, Xiaoyang Zhu, Samia Saad-Bouzefrane, Soumya Banerjee
A Bitcoin-Based Digital Identity Model for the Internet of Things. WISTP (2024)
Rezak Aziz, Soumya Banerjee, Samia Bouzefrane, Thinh Le Vinh
Exploring Homomorphic Encryption and Differential Privacy Techniques towards Secure Federated Learning Paradigm. Future Internet 15 (9) (2023)
Youcef Ould Yahia, Samia Bouzefrane, Hanifa Boucheneb, Soumya Banerjee
A data-owner centric privacy model with blockchain and adapted attribute-based encryption for internet-of-things and cloud environment. Int. J. Inf. Comput. Secur. 17 (3/4) (2022)
Lydia Ouaili, Soumya Banerjee, Elena Kornyshova
Towards Possibilities of Energy Minimization in Consensus and Mining Paradigm. FiCloud (2022)
Mamoudou Sangare, Sharut Gupta, Samia Bouzefrane, Soumya Banerjee, Paul Mühlethaler
Exploring the forecasting approach for road accidents: Analytical measures with hybrid machine learning. Expert Syst. Appl. 167 (2021)
Abhishek Pandey, Soumya Banerjee
Test Data Generation and Selection Using Levy Flight-Based Firefly Algorithm. Int. J. Softw. Innov. 9 (2) (2021)
Mustapha Kamal Benramdane, Hanene Maupas, Elena Kornyshova, Soumya Banerjee
Business Recommender System through Matchmaking with Supervised Machine Learning in Distributed Digital Platforms: Energy Complexity Analysis. FiCloud (2021)
Soumya Banerjee, Samia Bouzefrane, Amar Abane
Identity Management with Hybrid Blockchain Approach: A Deliberate Extension with Federated-Inverse-Reinforcement Learning. HPSR (2021)
Karima Oukfif, Fatima Oulebsir-Boumghar, Samia Bouzefrane, Soumya Banerjee
Workflow scheduling with data transfer optimisation and enhancement of reliability in cloud data centres. Int. J. Commun. Networks Distributed Syst. 24 (3) (2020)
Soumya Banerjee, Soham Chakraborty, Paul Mühlethaler
Developing Customized and Secure Blockchains with Deep Federation Learning to Prevent Successive Attacks. MSPN (2020)
Le Vinh Thinh, Hervé Cagnon, Samia Bouzefrane, Soumya Banerjee
Property-based token attestation in mobile computing. Concurr. Comput. Pract. Exp. 32 (1) (2020)
Amar Abane, Mehammed Daoui, Samia Bouzefrane, Soumya Banerjee, Paul Mühlethaler
A Realistic Deployment of Named Data Networking in the Internet of Things. J. Cyber Secur. Mobil. 9 (1) (2020)
Mamoudou Sangare, Soumya Banerjee, Paul Mühlethaler, Le Vinh Thinh
Graph Based Subjective Matching of Trusted Strings and Blockchain Based Filtering for Connected Vehicles. MSPN (2020)
Abhishek Pandey, Soumya Banerjee
Test Suite Optimization Using Firefly and Genetic Algorithm. Int. J. Softw. Sci. Comput. Intell. 11 (1) (2019)
Nishikant Kumar, Soumya Banerjee
Exploring Visual Analytics to Measure Reliability for IoT Oriented Pollution Detection Software Perspectives. Int. J. Distributed Syst. Technol. 10 (2) (2019)
Mamoudou Sangare, Dinh-Van Nguyen, Soumya Banerjee, Paul Mühlethaler, Samia Bouzefrane
Comparing different Machine-Learning techniques to predict Vehicles' Positions using the received Signal Strength of periodic messages. WMNC (2019)
Abhishek Pandey, Soumya Banerjee
Test Suite Minimization in Regression Testing Using Hybrid Approach of ACO and GA. Int. J. Appl. Metaheuristic Comput. 9 (3) (2018)
Arup Roy, Soumya Banerjee, Manash Sarkar, Ashraf Darwish, Mohamed Elhoseny, Aboul Ella Hassanien
Exploring New Vista of intelligent collaborative filtering: A restaurant recommendation paradigm. J. Comput. Sci. 27 (2018)
Mamoudou Sangare, Soumya Banerjee, Paul Mühlethaler, Samia Bouzefrane
Predicting Vehicles' Positions Using Roadside Units: A Machine-Learning Approach. CSCN (2018)
Mamoudou Sangare, Soumya Banerjee, Paul Mühlethaler, Samia Bouzefrane
Predicting transmission success with Support Vector Machine in VANETs. PEMWN (2018)
Soumya Banerjee, Samia Bouzefrane, Paul Mühlethaler
Mobility Prediction in Vehicular Networks: An Approach Through Hybrid Neural Networks Under Uncertainty. MSPN (2017)
Abhishek Pandey, Soumya Banerjee
Test Suite Optimization Using Chaotic Firefly Algorithm in Software Testing. Int. J. Appl. Metaheuristic Comput. 8 (4) (2017)
Manash Sarkar, Soumya Banerjee, Aboul Ella Hassanien
Evaluating the Degree of Trust Under Context Sensitive Relational Database Hierarchy Using Hybrid Intelligent Approach. Int. J. Rough Sets Data Anal. 2 (1) (2015)
Gautam Mahapatra, Soumya Banerjee, Ponnuthurai Nagaratnam Suganthan
Bilevel Optimization Using Bacteria Foraging Optimization Algorithm. SEMCCO (2014)
Basabi Chakraborty, Soumya Banerjee
Modeling the evolution of post disaster social awareness from social Web sites. CYBCONF (2013)
Soumya Banerjee, Nashwa El-Bendary, Aboul Ella Hassanien, Mohamed Fahmy Tolba
Decision support system for customer churn reduction approach. HIS (2013)
Manash Sarkar, Soumya Banerjee, Aboul Ella Hassanien
Searching DNS for malicious domain registration: identification through hybrid cuckoo search metaphor and object-oriented implementation. Int. J. Reason. based Intell. Syst. 5 (4) (2013)
F. Eid Heba, Aboul Ella Hassanien, Tai-Hoon Kim, Soumya Banerjee
Linear Correlation-Based Feature Selection for Network Intrusion Detection Model. SecNet (2013)
W. Ghonaim, Neveen I. Ghali, Aboul Ella Hassanien, Soumya Banerjee
An improvement of chaos-based hash function in cryptanalysis approach: An experience with chaotic neural networks and semi-collision attack. Memetic Comput. 5 (3) (2013)
Soumya Banerjee, Nitin Agarwal
Analyzing collective behavior from blogs using swarm intelligence. Knowl. Inf. Syst. 33 (3) (2012)
Soumya Banerjee, Hameed Al-Qaheri
Minimizing the ripple effect of web-centric software by using the pheromone extension. Inf. Sci. 193 (2012)
Soumya Banerjee, Neveen I. Ghali, Arup Roy, Aboul Ella Hassanien
A bio-inspired perspective towards retail recommender system: Investigating optimization in retail inventory. ISDA (2012)
Soumya Banerjee, Nashwa El-Bendary, Hameed Al-Qaheri
Exploring wiki: measuring the quality of social media using ant colony metaphor. MEDES (2011)
Soumya Banerjee, Hameed Al-Qaheri, Monica Chis, M. B. Ali Hassan
of customers responses: an Experience with Communication Products. Telecommun. Syst. 46 (3) (2011)
Soumya Banerjee, Hamid R. Tizhoosh
Visualization of hidden structures in corporate failure prediction using opposite pheromone per node model. IEEE Congress on Evolutionary Computation (2010)
Soumya Banerjee, Hameed Al-Qaheri, El-Sayed A. El-Dahshan, Aboul Ella Hassanien
Rough Set Approach in Ultrasound Biomicroscopy Glaucoma Analysis. AST/UCMA/ISA/ACN (2010)
Aboul Ella Hassanien, Hameed Al-Qaheri, Gerald Schaefer, Soumya Banerjee
Intelligent Analysis of Prostate Ultrasound Images. NaBIC (2009)