NPS Australia Submission System https://validator.w3.org/feed/docs/rss2.html Beyond Balanced Benchmarks: A Deployment-Aware Evaluation of Prompt-Injection Detectors under Source Shift Three-Layer Forensic Fingerprinting for Insider Leak Attribution: Robust Tracing, Tamper Localization, and Content Binding A Deep Learning Framework for Cross-Medium Deepfake Detection in Independent Images MindBridge: A Multi-Modal AI Platform for Depression and Anxiety Risk Stratification Leakage-Aware Ordinal Prequential Forecasting of District-Level Conflict Severity in Bangladesh Concept Drift Detection in Streaming Bangla Text Using an Ensemble Statistical Framework N.O.R.A.: A Multimodal Edge-AI Framework for Offline Context-Aware Intelligent Assistance Explainable Federated Early-Warning for Commercial Banks: Privacy-Preserving Financial-Distress Prediction and Decision Support in Bangladesh Wind Turbine Blade Structural Health Monitoring Using Piezoelectric Sensors and Machine Learning LEGCID: Lightweight Edge-Generated Classifier for Intrusion Detection on OpenWrt ECHO-LOCAL: Edge Context Orchestration for Privacy-Preserving Smart-Home Automation Toward Trustworthy Stroke Risk Prediction: A Balanced, Explainable and Externally Validated Machine Learning Framework ThyroNet-XAI: An Explainable Multimodal Framework for Thyroid Cancer Analysis Using Clinical and Ultrasound Data A Low-Cost ESP32 TinyML System for On-Device Arrhythmia Screening with Train-Deploy Preprocessing Parity Spatial Image Steganalysis Using Fixed SRM Preprocessing and SRNet Latent-Space Counterfactual Explanations for Cervical Cytology Classification 3-Phase Full-Wave Rectifier: A Review on Topology, Development, Applications, and Future Directions A Multi-Strategy Machine Learning Framework for Real-Estate Price Prediction: Pooled, Contextual, and Segmented Approaches A Hybrid Rule-Augmented Stacked Ensemble Framework for Market Basket Completion with Leak-Free Customer History EAM-XAI: Auditing Malware-Identifier Overlap with a Hybrid Behavioral–Retrieval Framework A Comprehensive Review of Charging Methods for Electric Vehicle Batteries CC, CV, CCCV, MSCC, and Advanced Strategies A Source-Grounded Multimodal Edge-Agent Framework for Inclusive Digital Service Access in Bangladesh Real-Time Detection of Toxic and Hate Speech in Esports Live Chat: A Comparative Study of Machine Learning and Deep Learning Approaches Explainable Multi-Class Electricity Theft Detection on the TDD2022 Benchmark A Non-Destructive IoT-Based Multi-Sensor System for Fruit Preservative and Surface Coating Detection An End-to-End Deep Learning Framework for Animal Classification with Ensemble CNNs and Web Deployment ScopeGuard: Mitigating Goal Drift and Confused Deputy Attacks in MCP Agent Pipelines X-CRSAA: An Explainable, Clinically-Regularized Self-Attention Autoencoder for Unsupervised Thyroid Anomaly Detection Sequential Modeling of Corporate Bankruptcy Risk Using Hidden Markov Model Augmented Transformers. Efficient Wound Segmentation Using Lightweight U-Net with Adaptive Skip Fusion and Wound-Specific Attention Mechanisms Rice Yield Prediction and Crop Health Assessment in Bangladesh Using Satellite Imagery and Machine Learning Explainable Calibrated Hierarchical XLM-R for Bilingual PHQ-9 Depression Severity Classification CALIBER: Pre-Generation Gated Image-Exemplar-Backed Retrieval-Augmented Generation for Trustworthy Dermoscopic Decision Support A Proposed Framework of Transfer Learning-based Explainable Hybrid Model for Early Cervical Cancer Detection in Bangladeshi Women An Edge-AI Driven Multi-Layered Air Defense Framework for Real-Time Cost Asymmetric Threat Prioritization Stellar Emission Wave’s Radiation Prediction from the Measurement of Brightness Hours of Sun in Some Bangladeshi Regions An Educational RTL-to-GDSII Flow for a Non-Pipelined 8-bit Accumulator-Based CPU Using Open-Source Tools Calibration-Safe Heterogeneous-Rank Federated LoRA: A Multi-Backbone Equivalence Study with a Lossless SVD-Merge Aggregator AF-KT: An Alternate Autoregressive and Forgetting-Aware Transformer for Knowledge Tracing in Adaptive Examination Preparation A Gender-focused Multi-level Data Analysis and Visualization of Academic Research and Collaboration in Bangladesh Evaluating Machine Learning Models for Heart Disease Classification Using a Hybrid Ensemble Framework Smart Auto Rickshaw Violation Detection System: A Convergence of IoT, GPS Tracking, RFID Authentication and Cloud Database TrueColorPro: A Handy Device for Color Blind People with IoT Devices A Multi-Factor Smart Motorcycle Ignition Interlock with Face Recognition, Helmet Verification, and Alcohol Screening Assessment of Urban Evacuation Demand Based on Population Density under Seismic Events Firm-Specific Determinants of Environmental Information Disclosure: Evidence from DSE Leakage-Free, Calibrated, and Explainable Machine Learning for Heart-Disease Screening from Large-Scale BRFSS Survey Data Minimum Detectable Improvement: Calibrating the Noise Floor of Microarray Cancer Benchmarks GreenBangla: A Grid-Aware Framework for Measuring Compression Energy in Bangla NLP NPS Australia Submission System