Search Results - Secure and Intelligent Systems using Soft Computing Techniques

A Multilayered Encryption for the Robust Design and Implementation of Secure Audio Files by Khushal Patil, Lakhichand, Popat, Kalpesh A.

“…The proliferation of digital technologies has resulted in the creation of a great deal of cryptographic techniques for the safe transfer and storage of private information…”
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Secure Colour Image Encryption Algorithm Based on 2-D Chaotic Henon Map and LFSR for Lightweight Cryptography by Khaladkar, Vrushali, Kumar, Manish

“… This paper offers a colour image data encryption technique with double security based on key generation using a Linear Feedback Shift Cipher (LFSR…”
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Enhancing Cloud-Native Relational Database Systems: Proposed Design Patterns for AWS RDS Application by Bhola, Mini, Bajeja, Sunil

“…Cloud computing and relational database systems provide the best possible combination of scalability, dependability, and performance…”
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QuadGuard: A Four-Step Verification Blockchain Architecture for Secure Indian Real Estate Transactions by Langaliya, Vishalkumar, Gohil, Jaypalsinh A.

“… Blockchain technology can provide a potential solution to the issues surrounding India’s real estate document processing, through a secure, transparent and immutable ledger to validate ownership, accelerate transactions…”
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Designing Lightweight Multimodal Models for Real-Time Fake News Classification by Patel, Sudha, Surati, Shivangi

“… While multimodal misinformation detection systems have demonstrated effectiveness, their real-time applicability remains constrained due to heavy computational demands and a lack of interpretability…”
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DeDER: Detecting Deepfakes with EfficientNetB0 and ResNet50 on Celeb-DF: DeDER: Detecting Deepfakes with EfficientNetB0 and ResNet50 on Celeb-DF by Chouhan, Yashoda, Chudasama, Chetankumar, Verma, Deepak Kumar

“… This research examines the application of two prominent deepfake detection models based on convolutional neural networks, EfficientNetB0 and ResNet50, using the Celeb-DF dataset…”
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Detecting Harassment in User Comments: Two-Tier Machine Learning and Metaheuristics Approach with Natural Language Processing by Todorovic, Mihailo, Kozakijevic, Stanislava, Jovanovic, Luka, Babic, Lepa, Antonijevic, Milos, Zeljkovic, Vico, Zivkovic, Miodrag, Bacanin, Nebojsa

“…) can aid in tackling. Using the natural language processing (NLP) approach, AI can analyze textual data…”
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Stress Level Classification Using Multimodal Deep Learning and Physiological Signal Analysis by Bhatt, Zankhana, Dobariya, Ashwin

“… To address these challenges, we propose a multi modal deep learning framework for stress severity classification using both facial and physiological data…”
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Generative AI in Programming Education: Evaluating ChatGPT’s Effect on Computational Thinking by Sivasakthi, M., Meenakshi, A.

“… We compared results between ChatGPT-assisted and control groups using a pretest-posttest control group design including 160 undergraduates registered…”
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A Study on the Cognitive and Hedonic Factors of Augmented Reality in Influencing Purchasing Intent in Online Shopping in India by Vijaykumar, N., Charuhasini, M., Rajan, Arul

“…’ intentions to buy when they shop online using augmented reality (AR). In order to address this, the study investigated over the course of 4 months (July–December 2024…”
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Ensemble Machine Learning Models for Corporate Credit Risk Prediction: A Comparative Study by Sujatha, R., Kavitha, D., Maheswari, B. Uma, Ajay, K. Gautham

“… whether a company is default or non-default in terms of credit risk. The study also applied two feature engineering techniques such as principal component analysis (PCA…”
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Leveraging Sequence-to-Sequence Models for Kannada Abstractive Summarization by Ijeri, Dakshayani, Patil, Pushpa B.

“… Minimal development is carried out in this language using extractive method which fails to generate coherent, human-like summaries…”
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RAG-Enhanced Spam Detection Framework: A Synergy of Cloud Scalability and Adaptive AI Models by Revar, Ashish, Bhesaniya, Bhavin, Wandra, Kalpesh

“…As more communications increasingly depend on email, spam identification becomes the focus of contemporary digital systems…”
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GeoVigilance Labs: An AI-Enabled System for Automated Land Use Monitoring by Dave, Harsh K., Purohit, Bravim K., Joshi, Akshit A., Joshi, Devkumar R., Pandya, Swayam R., Kansariwala, Hetashriben D., Sutaria, Kamal

“… This system, using the cutting-edge technology of streamlined data acquisition, real-time monitoring, and high-priority notification for the concerned authorities, shall mainly be used…”
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Harmonic Synergy: Leveraging Deep Convolutional Networks, LSTMs, and RNNs for Multi-Genre Piano Roll Generation with GANs by Tanawala, Bhavesh Ashokkumar, Dalwadi, Darshankumar C.

“…The perseverance of the groundbreaking method exploration is a pioneering approach that integrates diverse Deep Learning methodologies to generate intricate…”
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Advanced Implementation of Convolutional Neural Networks for Alzheimer's Diseases Diagnosis by Gondalia, Vivek, Popat, Kalpesh

“…Alzheimer's Disease (AD) is a serious medical issue because of its progressive nature and the problem in diagnosis. One of the latest developments in…”
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An optimal cluster based security and resilience of smart home environments using hybrid soft computing techniques by Saravanan, Thapasimuthu Rajeswari, Kalaivani, Jeyaraj, Nagarajan, Govindan

“…) protocol for smart home environment using hybrid soft computing techniques. The first contribution of proposed protocol is to introduce squirrel induced butterfly optimization (SBO…”
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Intelligent Intrusion Detection System for VANET Using Machine Learning and Deep Learning Approaches by Karthiga, B., Durairaj, Danalakshmi, Nawaz, Nishad, Venkatasamy, Thiruppathy Kesavan, Ramasamy, Gopi, Hariharasudan, A.

“… This limitation is overcome by proposing the Intelligent IDS system using soft computing techniques…”
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Intelligent techniques for processing and taxonomy of smart City data in mobile ad hoc networks by Sumithra, M., Vidhyalakshmi, M., Umamaheshwar, Soma, Mukkapati, Naveen

“… This study aims to predict a secure way to transmit a data packet to a destination node by developing the route building (RB…”
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A secure and intelligent public distribution system (SIPDS) based on deep learning and Ethereum using predictive analytics for supply chain services by Parameswari, C. Devi, Ilayaraja, M.

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