Volume 13 | Issue 4 |

 Abstract

SQL injection (SQLi) attacks are a major security threat to web applications, where attackers manipulate input fields to inject malicious SQL statements. Traditional signature-based detection systems struggle to adapt to evolving attack vectors, leading to a high number of undetected threats. This project proposes an adaptive deep learning model to accurately detect and prevent SQL injection attacks. The system uses a combination of neural networks and dynamic learning algorithms that continuously evolve by analyzing new patterns in SQL queries, offering robust real-time protection. The model is trained on large datasets of legitimate and malicious SQL queries and uses feature extraction techniques to improve detection accuracy. The proposed system is evaluated against existing solutions and demonstrates significant improvements in detection rates, false positives, and adaptability to new attack types.

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 Keywords

s- Web Security, Attack Detection, XSS (Cross-Site Scripting), SQL Injection (SQLI), NoSQL Injection, HTTP Request Inspection, CNN (Convolutional Neural Network), Log Analysis, Threat Monitoring, Security Alerts, Email Notifications, Flask Web Framework, API Security, Data Validation, Reverse Proxy, Web Application Firewall (WAF), JSON Payload Filtering, Header Inspection, Malicious Traffic Detection, Logging Mechanism, Dashboard Monitoring.

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Creative Commons Attribution 4.0 and The Open Definition

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Objectives: -To assess the role of Individualized Homoeopathic medicine versus Magnesium Phosphoricum 30x in Primary Dysmenorrhoea: A Comparative study. Study Design: A Comparative Study. Study Setting: The cases for the study were being selected from Institutional OPD & Peripheral OPD. Cases from school & health camps. Sample Size: 30 cases Sampling Technique: Total 30 samples with complaints of Primary dysmenorrhoea selected by Simple Random Sampling Technique. Participants: Girls of age of 15-35 years meeting the diagnostic pain rating scale for primary Dysmenorrhoea. Intervention: A total of 30 patients 15-Magnesium Phosphoricum 30x, 15- Individualized Homoeopathic medicine. Result: -Overall, out of 30 patients, 24 showed significant improved in their primary Dysmenorrhoea complaints, in which 15 cases we prescribed biochemic remedy Mag Phos 30 x out of which 11cases (73%) were improved & 4 cases (27%) were not improved. And in another 15 cases we prescribed Individualized Homeopathic Medicine out of which 13cases (87%) were improved & 2cases (13%) were not improved Conclusion: -Both individualized homeopathic medicine and biochemic medicine (Mag Phos) have their merits in managing primary Dysmenorrhoea. This comparative study shows that Individualized Homeopathic treatment has more potential role in complaints of primary Dysmenorrhoea than biochemic medicine Mag Phos 30x.

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 Keywords

Primary Dysmenorrhoea, Homoeopathy Individualized remedies, Biochemic Medicine (Mag Phos 30x), Homoeopathic Treatment, Comparative Case Study.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Varicose veins are a prevalent occupational health issue among nurses due to prolonged standing .This study was conducted to evaluate the effectiveness of a structured teaching program on knowledge regarding varicose veins among staff nurses working in specialized hospital areas. A pre-experimental one group pre-test and post-test design was used among 50 nurses in a selected hospital. Knowledge was assessed using a self-structured questionnaire before and after a video-assisted teaching intervention. The findings revealed a significant improvement in knowledge levels post-intervention. Statistical analysis showed significant differences in knowledge scores (t = 29.25, p < 0.05) and associations with variables like age and education.

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Varicose veins, structured teaching, video-assisted education, staff nurses, prevention, occupational health

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Creative Commons Attribution 4.0 and The Open Definition

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This research article delves into the diasporic themes that permeate the literary works of Jhumpa Lahiri and Bharati Mukherjee. Both authors, rooted in Indian heritage yet shaped by Western landscapes, explore the nuanced experiences of migration, cultural dislocation, identity crisis, and the tension between assimilation and preservation of cultural roots. Through an analytical lens, this study highlights how their narratives encapsulate the emotional and psychological dimensions of the diasporic experience. The phenomenon of diaspora entails more than just the act of moving from one geographical location to another; it involves a profound shift in cultural identity, belonging, and self-perception. Jhumpa Lahiri and Bharati Mukherjee, as Indian-American writers, capture the intricate web of emotions, challenges, and transformations that immigrants undergo in a foreign land. Lahiri's works often depict characters who are torn between two worlds--the inherited traditions of their Indian ancestry and the modern realities of life in the United States. Her protagonists frequently experience a quiet inner turmoil, marked by a longing for home, difficulty in assimilation, and a fragmented sense of self. Through works like The Namesake and Interpreter of Maladies, Lahiri articulates the subtle ways in which cultural displacement affects interpersonal relationships and self-identity. Novels like Jasmine, Wife, and The Tiger's Daughter showcase individuals who actively challenge traditional roles and expectations, evolving in response to their new environments.

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: Diaspora, identity, migration, assimilation, cultural conflict, Jhumpa Lahiri, Bharati Mukherjee, Indian-American literature.

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Creative Commons Attribution 4.0 and The Open Definition

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Artificial intelligence (AI)-driven chatbots and virtual assistants working together have changed consumer interactions in the banking industry, hence improving efficiency, personalisation, and general customer experience. This paper looks at how AI chatbots could help banking consumers in Hyderabad to have a better experience. The study exercise Structural Equation Modeling to examine the effect of AI-driven customer assistance on important aspects of customer happiness, service quality, and engagement using a sample of 120 respondents chosen via convenience sampling. By means of real-time help, tailored recommendations, and smooth transaction assistance, the results imply that AI chatbots greatly improve the customer experience. The findings provide insightful analysis for banks trying to maximize AI chatbot features in order to increase client involvement and loyalty.

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AI chatbots, customer experience, banking sector, Structural Equation Modeling, Hyderabad

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

???????? ???????? ??????? ???????????? ???? ???????????? ????????????????? ????????? ???????? ?????? ????????????, ???? ??? ????????? ?????? ???? ??? ?????????? ????????? ??????????????? ??????????. ?????? ??? ?????? ?????? ??? ??????? ??????? ???????. ?????????? ???????? ???????? ?????? ???????? ?????????? ???????????????? ?????? ????????? ?????? ???? ??????????? ????????? ??????? ?????????? ???????????? ?????? ????? ????????. ??????? ??????? ???????????? ?????????????? ?????????????? ??? ?????????????? ???????????? ????????????? ??? ???? ???????. ???????? ????????? ????? ????????? ????????????? ??????? ?????????? ?????????????. ???? ????????? ???????????? ??? ??????? ??????????? ???????? ????????? ???? ????????? ????? ?????????. ?????? ????????????? ??????????? ?????????. ??? ????????????? ????? ???????????? ??????????? ??????????? ?????????????.

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Creative Commons Attribution 4.0 and The Open Definition

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In the fast-paced digital era, dynamic websites have become a crucial aspect of IT firms, enhancing user engagement, improving functionality, and streamlining business operations. Unlike static websites, dynamic websites are database-driven, allowing for real-time content updates, personalized user experiences, and seamless integration with various applications. This paper explores the significance of dynamic website development in IT firms, discussing the key technologies, frameworks, and best practices employed in modern web development. It delves into server-side scripting languages such as PHP, Python, and Node.js, along with front-end technologies like React, Angular, and Vue.js, which contribute to creating interactive and responsive web applications. Additionally, the paper highlights the importance of content management systems (CMS), database management, security protocols, and cloud-based hosting solutions in ensuring scalability and reliability. Case studies and real-world implementations are examined to demonstrate how IT firms leverage dynamic website development to optimize business processes, enhance customer satisfaction, and gain a competitive edge in the industry. The study also addresses emerging trends, including artificial intelligence (AI)-powered web development, Progressive Web Apps (PWAs), and the role of DevOps in continuous website improvement. This research aims to provide insights into the evolving landscape of dynamic website creation and its transformative impact on IT firms.

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Dynamic Websites, IT Firms, Web Development, Front-end Technologies, Back-end Technologies, CMS, Database Management, Web Security, Cloud Hosting, AI in Web Development, DevOps, User Experience (UX), Progressive Web Apps (PWA).

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Creative Commons Attribution 4.0 and The Open Definition

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Sahasrayoga is a textbook where in the diseases and its treatments have been explained in a very systematic manner. Elakanadi kashayam is a formulation mentioned in sahasrayoga for mainly in respiratory conditions like chronic cough, asthma It contains ingredients like ela,pippali, vasa which is very effective in Pediatric respiratory diseases.

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Sahasrayoga Respiratory conditions Children Ayurveda Chronic cough Asthma Ela (Cardamom) Pippali (Long Pepper) Vasa (Malabar Nut) Kapha Expectoran

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The ideal this work is to formulate and estimate a polyherbal face pack for ornamental purpose from herbal constituents. Multani Miti, Manjistha, Haridra, Rakta Chandan and Lodha were carried from the original request and were dried, pulverized, also passed through sieve no 100, mixed geometrically and estimated for its organoleptic and Physico- chemical, general greasepaint, atomic characters and chemical evaluation. The dried greasepaint of combined form had passable inflow property which is suitable for a face pack. flyspeck size of the greasepaint was set up to be 20-25 ?m. The atomic characters of dried greasepaint of combined form were noted Herbal face packs or masks are used to stimulate blood rotation, rejuvenates the muscles and help to maintain the pliantness of the skin and remove dirt from skin pores. The advantage of herbal cosmetics is their nontoxic nature, reduce the antipathetic responses and time- tested utility of numerous constituents. therefore, in the present work, we set up good parcels for the face packs and farther optimization studies are needed on this study to find the useful benefits of face packs on mortal use as ornamental product. Everybody wants to get a fair and fascinating skin. Now a day, acne, black heads, pustules are common among persons who suffer from it. According to Ayurveda, skin problems are typically due to contamination in blood. Herbal face packs are used to pretend blood rotation, rejuvenate the muscles and help to maintain the pliantness of the skin and remove dirt from skin pores. The advantage of herbal cosmetics is their nontoxic nature, reduce the antipathetic responses and time- tested utility of numerous constituents.

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Face Pack, Herbal face pack, Cosmetic Formulation, Skin care, Herbal Extract, Ayurvedic Cosmetic.

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Creative Commons Attribution 4.0 and The Open Definition

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Post Office Savings Schemes (POSS) are reliable financial tools known for providing secure and risk-free returns. This research explores investor perception and satisfaction regarding POSS in Coimbatore city, focusing on factors such as security, reliability, digital convenience, service efficiency, and user-friendly account management. The study highlights the preferences and satisfaction levels of local investors, especially among the younger and salaried population. It also points out key areas needing improvement--such as digital infrastructure, customer service, and promotional efforts--to strengthen investor engagement and overall satisfaction.

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Creative Commons Attribution 4.0 and The Open Definition

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Post Office Savings Schemes, Investor Perception, Investor Satisfaction, Coimbatore City.

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Creative Commons Attribution 4.0 and The Open Definition