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Janaka Ishan Senarathna

Observed names: Senarathna, Janaka Ishan, W. D. J. I. Senarathna
Observed institution: NSBM Green University
ORCID: 0009-0002-7509-0218
Observed ORCID: 0009-0002-7509-0218
OpenAlex ID: A5117170967
The Role of Cryptography in Blockchain: Ensuring Immutability, Transparency and Security
2025 · Janaka Ishan Senarathna, Hirushi Dilpriya · Preprints.org · 7
Blockchain and How It Relies on Cryptographic Methods
2025 · Janaka Ishan Senarathna · Preprints.org · 4
PDF
Blockchain Technology: A Comprehensive Review of Architecture, Consensus Mechanisms, Security, Scalability Solutions, and Real-World Applications for Distributed Systems
2025 · Janaka Ishan Senarathna · 3
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Perceived Usability and Trust in a Multi-Layered Anonymous Whistleblowing Platform: A Mixed-Methods Evaluation of BEACONSAFE
2026 · Janaka Ishan Senarathna · 1
BEACONSAFE-V1.0: An Open-Source Anonymous Whistleblowing Platform Integrating Layered Steganography, Onion- Routed Transport, Blockchain Evidence Anchoring and Synthetic Media Detection
2026 · Janaka Ishan Senarathna · 1
BEACONSAFE-DF300K: reconstruction package, baseline model and evaluation outputs
2025 · Senarathna, Janaka Ishan · Zenodo (CERN European Organization for Nuclear Research) · 1
Smart Food Waste Management Platform for Sustainable University Cafeterias Using Blockchain Technology
2025 · Janaka Ishan Senarathna · Preprints.org · 1
PDF
AI Ethics in Social Media
2025 · Janaka Ishan Senarathna · Preprints.org · 1
PDF
BEACONSAFE-DF300K: A balanced, domain-partitioned image corpus for multi- class AI-generated content detection in whistleblower evidence verification
2025 · Janaka Ishan Senarathna · 1
WildLensChain: Design, Reference Implementation and Evaluation of a Blockchain Layer for Wildlife Rescue Escrow, Proof-of-Rescue Attestation and Camera-Trap Photo Provenance
2026 · Janaka Ishan Senarathna
BioAcousticChain: Design, Reference Implementation and Evaluation of a Blockchain Layer for Provenance, Clinical-Outcome Attestation and Revenue Sharing of Therapeutic Nature Soundscapes
2026 · Janaka Ishan Senarathna
Benchmarking the H. Dilpriya’s Momentum (HDM) Optimizer: A Seeded, Step-by-Step Protocol for Synthetic Quadratic, MNIST and CIFAR-10 Experiments Against Six Optimizers v1
2026 · Janaka Ishan Senarathna
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Deploying and Evaluating BEACONSAFE: A Step-by-Step Protocol for an Anonymous Whistleblowing Platform with Steganography, Onion Routing, Blockchain Anchoring and Deepfake Detection v1
2026 · Janaka Ishan Senarathna
PDF
An Integrated Defense-In-Depth Architecture for Anonymous Whistleblowing: Design, Implementation and Empirical Evaluation of Concealment, Anonymity, Integrity and Authenticity Layers
2026 · Janaka Ishan Senarathna
PawTooPia: A Conceptual Digital Citizen Science Platform for Sustainable Street Animal Welfare Management in Smart Urban Environments
2026 · Janaka Ishan Senarathna
An Integrated Defense-In-Depth Architecture for Anonymous Whistleblowing: Design, Implementation and Empirical Evaluation of Concealment, Anonymity, Integrity and Authenticity Layers
2026 · Janaka Ishan Senarathna
Perceived Usability and Trust in a Multi-Layered Anonymous Whistleblowing Platform: A Mixed-Methods Evaluation of BEACONSAFE
2026 · Janaka Ishan Senarathna
Conference Presentataions
2026 · Janaka Ishan Senarathna · OSF Preprints (OSF Preprints)
BEACONSAFE-v1.0: An Open-Source Anonymous Whistleblowing Platform Integrating Layered Steganography, Onion-Routed Transport, Blockchain Evidence Anchoring and Synthetic Media Detection
2026 · Janaka Ishan Senarathna
H. Dilpriya's Momentum (HDM) : A Multi-Strategy Gradient-Aligned Optimizer with Adaptive Per-Parameter Corrections, Cosine-Annealed Scheduling, and Convergence Guarantees for Deep Neural Networks
2026 · Janaka Ishan Senarathna · Research Square
PDF
An Integrated Multi-Layered Anonymous Whistle-blowing Platform with Steganographic Covert Channels, Immutable Blockchain Evidence Custody, and AI Authenticity Verification
2026 · Senarathna, Janaka Ishan, Thilakarathne, Hirushi Dilpriya · Zenodo (CERN European Organization for Nuclear Research)
EcoTherapistVR: Design and Proof-of-Concept Implementation of a Decentralized Blockchain-Based Virtual Reality Platform for Mental Health Nature Therapy
2026 · Janaka Ishan Senarathna · Research Square
PDF
ChefSense: An Intelligent Real-Time Cooking Quality Assessment System Leveraging Computer Vision, Advanced Feature Extraction, and Ensemble Machine Learning for Smartphone Applications
2026 · Janaka Ishan Senarathna
Dr. BlueWhale: An AI-Powered Automated Deep Research Assistant with Multi-LLM Integration for Academic and Professional Investigation
2026 · W. D. J. I. Senarathna, T. A. H. Dilpriya · International Research Conference on Smart Computing and Systems Engineering (SCSE)
A Systematic Comparative Evaluation of Machine Learning and Deep Learning Models for EEG-based Epileptic Seizure Prediction with Clinical Deployment Guidelines
2026 · W. D. J. I. Senarathna, T. A. H. Dilpriya · International Research Conference on Smart Computing and Systems Engineering (SCSE)
Works count: 39
Citation count: 20
H-index: 3
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