Soft Computing and Its Engineering Applications: 7th International Conference, icSoftComp 2025, Hanoi, Vietnam, December 911, 2025, Proceedings, Part II [Pehme köide]

.- Theory and Methods.
 
.- Toward Human-Level Task Automation with Large Action Models.
.- Efficient LLM Framework Using LORA Based Fine Tuning to Analyse Textual
Astronomical Data. 
.- ChipClaude: A Framework for Natural Language-Based Hardware Design Using
LLM Distillation.
.- FactFrame-X: A Self-Attention-Enhanced NLP Model with XAI for Classifying
Hyperpartisan News in Online Media.
.- Linguistic Variations in WhatsApp Chats of Multilingual South Karnataka
Natives: A Case Study on Chats Generated by Engineering Student Groups.
.- LLM-Based Vulnerability Detection in Decompiled Binary Code for Automated
Reverse Engineering.
.- Collaborative Multi-Agent LLMs for Autonomous Portfolio Management: An
Empirical Study of Distributed AI Decision-Making in Financial Markets.
.- Analyzing Library Borrowing Patterns and Predicting Circulation Trends
Using Data-Driven Approaches.
.- Automated Segregation, Quality Prediction, and Disease Detection of
Pomegranates Using Deep Learning.
.- Discovering the significance of LLMs in Medi-cal Science for Disease
Detection.
.- PSKA-UAV: A Pre-Shared Key-Based Authentication Protocol for Secure and
Efficient Communication between UAV and GCS.
.- Signature-Based Anomaly-Aware DAG Execution for Efficient Real-Time Data
Quality Remediation.
.- Adversarial Robustness in AI-Driven Bioinformatics Pipelines A
Cyber-Biosecurity Perspective.
.- SECAT: A Lightweight Image Encryption Scheme using Cellular Automata Rules
and Tinkerbell Map for IoT Devices.
.- Lightweight Real-Time Anomaly Detection on IoT Edge Devices Using Machine
Learning.
.- Defeating Evasion Attack- An Adversarially Trained Ensemble for Phishing
URL Detection.
.- Evaluating an ELiPS-Based CP-ABE Enhancement on Server and IoT Platforms.
.- HAD-IDS: A Hybrid Adversarial Defense Framework for Intrusion Detection
Systems.
.- FORMAL-IoT:Formal Models and Adaptive Defense Methodology Against Optical
and BLE Side-Channel Attacks on Smart IoT Devices.
.- AI-Powered intelligent assistant for predictive maintenance decision
support and automated operational processes: a self-learning approach.
.- An Efficient Scheduling Method for Taxi Ridesharing.
.- A Framework for Prompt-Driven Deep Reinforcement Learning in Modern
Predictive Maintenance.
 
.- Systems and Applications.
 
.- A Hybrid AI-Based Model for Secure Image Encryption in Cloud Storage
Systems.
.- HERMES: Design and Deployment of a Hybrid AI/ML Network Security System on
ARM Clusters for Edge Environments.
.- Enhancing Fake Review Detection with Transformer-Based Embeddings and
Behavioral Features.
.- Multiclass Classification of Rice Plant Leaf Diseases Using Image
Processing and Vision Transformer (ViT) Deep Neural Network.
.- Performance Evaluation of Clustering Algorithms Applied to Web Services.
.- Rule Based Transliteration System: An Extensive Study.
.- Temporal-Aware Machine and Deep Learning Models for Intrusion Detection
Using Engineered Features and UNSW-NB15 Dataset.
.- Cyberbullying Detection Using Machine and Deep Learning Models on a
YouTube Dataset.
.- CL-PPIIMS: A Cognitive Load-Based Privacy-Preserving Intelligent
Interruption Management System.
.- An Ensemble Machine Learning Based Cyber Attack Detection Framework for
IoMT Networks.
.- Enhanced Anomaly Detection in IoT Networks Using Machine Learning and Deep
Learning Approaches.
.- Privacy-Preserving ETL Pipelines for Sensitive AI Systems: A Dual-Domain
Evaluation Using Differential Privacy.
.- A Robust Parametric Watermarking Framework for Deep Neural Network
Ownership Verification.
.- Formal Specification and Verification of Smart Contract Access Control
Policies.
.- From Taste to Text: Fine-Tuning ASR for Vietnamese Sensory Evaluation
Domain.
.- Morphological and Contour-Based Handwritten English Word Segmentation on
IAM Dataset.