Somanath Tripathy

About Somanath Tripathy

Somanath Tripathy, With an exceptional h-index of 15 and a recent h-index of 13 (since 2020), a distinguished researcher at Indian Institute of Technology Patna, specializes in the field of Applied Cryptography, Blockchain, Machine learning Security, Malware Detection.

His recent articles reflect a diverse array of research interests and contributions to the field:

Towards optimal edge resource utilization: Predictive analytics and reinforcement learning for task offloading

Integrative prognostic modeling for breast cancer: Unveiling optimal multimodal combinations using graph convolutional networks and calibrated random forest

BASPED: Blockchain assisted searchable public key encryption over outsourced data

Sine: Similarity is not enough for mitigating Local Model Poisoning Attacks in Federated Learning

It's too late if exfiltrate: Early stage Android ransomware detection

Beyond data poisoning in federated learning

Privacy-preserving and Byzantine-robust Federated Learning Framework using Permissioned Blockchain

Breast cancer survival prognosis using the graph convolutional network with Choquet fuzzy integral

Somanath Tripathy Information

University

Position

Associate professor Department of Computer Science and Engineering

Citations(all)

855

Citations(since 2020)

596

Cited By

413

hIndex(all)

15

hIndex(since 2020)

13

i10Index(all)

21

i10Index(since 2020)

17

Email

University Profile Page

Google Scholar

Somanath Tripathy Skills & Research Interests

Applied Cryptography

Blockchain

Machine learning Security

Malware Detection

Top articles of Somanath Tripathy

Title

Journal

Author(s)

Publication Date

Towards optimal edge resource utilization: Predictive analytics and reinforcement learning for task offloading

Internet of Things

Srikanta Pradhan

Somanath Tripathy

Rakesh Matam

2024/2/28

Integrative prognostic modeling for breast cancer: Unveiling optimal multimodal combinations using graph convolutional networks and calibrated random forest

Applied Soft Computing

Susmita Palmal

Nikhilanand Arya

Sriparna Saha

Somanath Tripathy

2024/2/8

BASPED: Blockchain assisted searchable public key encryption over outsourced data

International Journal of Information Security

Partha Sarathi Chakraborty

Somanath Tripathy

Sanjeet Kumar Nayak

2024/2

Sine: Similarity is not enough for mitigating Local Model Poisoning Attacks in Federated Learning

IEEE Transactions on Dependable and Secure Computing

Harsh Kasyap

Somanath Tripathy

2024/1/12

It's too late if exfiltrate: Early stage Android ransomware detection

Computers & Security

Narendra Singh

Somanath Tripathy

2024/6/1

Beyond data poisoning in federated learning

Expert Systems with Applications

Harsh Kasyap

Somanath Tripathy

2024/1/1

Privacy-preserving and Byzantine-robust Federated Learning Framework using Permissioned Blockchain

IEEE Transactions on Dependable and Secure Computing

Caiqin Dong

Jian Weng

Ming Li

Jia-Nan Liu

Zhiquan Liu

...

2023/4/5

Breast cancer survival prognosis using the graph convolutional network with Choquet fuzzy integral

Scientific Reports

Susmita Palmal

Nikhilanand Arya

Sriparna Saha

Somanath Tripathy

2023/9/7

Delivery Service Collaboration Using Blockchain Architecture

Sheetal Gupta

Mayank Agarwal

Somanath Tripathy

2023/12/22

Restricting data-leakage using fine-grained access control on OSN objects

International Journal of Information Security

Nemi Chandra Rathore

Somanath Tripathy

2023/2

Multi-objective optimization with majority voting ensemble of classifiers for prediction of HIV-1 protease cleavage site

Soft Computing

Susmita Palmal

Sriparna Saha

Somanath Tripathy

2023/9

MDLDroid: Multimodal Deep Learning Based Android Malware Detection

Narendra Singh

Somanath Tripathy

2023/12/9

SIOCEN: Secure Integrity Verification of Outsourced Data in Cloud Storage using Blockchain

Ajay Chandra Korlapati

Sanjeet Kumar Nayak

Partha Sarathi Chakraborty

Somanath Tripathy

2023/8/24

SEVCOD: secure and efficient verifiable computation on outsourced data

Cluster Computing

Partha Sarathi Chakraborty

Omkar Santosh Gavhane

Somanath Tripathy

2023/12/8

FlexiPCN: Flexible Payment Channel Network

Susil Kumar Mohanty

Somanath Tripathy

2023/5

An Efficient Method and Hardware System for Monitoring of Illegal Logging Events in Forest

IEEE Systems Journal

Vivek Singh

Kailash Chandra Ray

Somanath Tripathy

2023/12/8

Integrating Multi-view Feature Extraction and Fuzzy Rank-Based Ensemble for Accurate HIV-1 Protease Cleavage Site Prediction

Susmita Palmal

Sriparna Saha

Somanath Tripathy

2023/11/20

Privacy-Preserving Federated Learning Framework using Permissioned Blockchain

Harsh Kasyap

Somanath Tripathy

2023/3/10

Hidden Vulnerabilities in Cosine Similarity based Poisoning Defense

Harsh Kasyap

Somanath Tripathy

2022/3/9

BASDB: Blockchain assisted Secure Outsourced Database Search

Partha Sarathi Chakraborty

Puspesh Kumar

Mangesh Shivaji Chandrawanshi

Somanath Tripathy

2022/9/16

See List of Professors in Somanath Tripathy University(Indian Institute of Technology Patna)

Co-Authors

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