Volume 13 | Issue 5 |

 Abstract

Cybercriminals fabricate unauthorized copies of genuine websites and email accounts to obtain sensitive data. These emails frequently include real company logos and slogans. When users click on links supplied by these hackers, they inadvertently provide access to their confidential information, such as bank account details, personal login credentials, and photos. Even though Decision Trees and Random Forest algorithms are commonly utilized in current systems, their accuracy requires enhancement. The existing models also suffer from increased latency. Present systems do not have a dedicated user interface, and there is no comparison of different algorithms. When consumers open the emails or links provided, they are deceived into visiting a fraudulent site that imitates the legitimate company. The models are used to identify phishing websites based on URL centrality features and to determine and implement the best machine learning model. The Random Forest method will be employed to compare accuracy and results.

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 Keywords

Features, Machine Learning dataset, URL, Phishing.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

: In a recent survey, Ayurveda Treatment has been found to significantly handle the negative effects of chemotherapy. It allows patients to tolerate it. Because, medications used in chemotherapy mostly affect the gastrointestinal tract. But, the Ayurvedic approach to treat this illness enhances appetite, encourages digestion. As mentioned above, it relieves symptoms including nausea, vomiting, appetite loss, stomatitis, diarrhea, constipation, and other problems too. By application, the excessive heat caused by chemotherapy medications can be effectively reduced by ayurvedic medicines. Because they have anti-inflammatory properties. Patients will no longer feel burning sensations in their eyes, hands, and soles, Traditional recipes of these herb mixtures are called "Rasayanas" which are formulas of herbs, used in preventive and regenerative medicine Chemotherapy or radiation therapy as an adjuvant or co-therapy ayurvedic minimizes toxicities of chemotherapy and radiotherapy. In case of recurrence ayurveda maintenance therapy will be helpful.

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 Keywords

ayurvedic herbs ,cancer, chemotherapy ,rasayan.

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In emergency situations, particularly involving elderly individuals, the inability to respond to urgent calls due to a phone being on silent mode can lead to delayed assistance and life-threatening consequences. This paper presents a novel Android-based system that overrides the silent mode of a smartphone when multiple calls are received within a short time frame, based on a configurable priority system. Contacts are categorized into four levels--High, Medium, Low, and Non-Priority--each triggering an alarm after a specific number of missed calls (ranging from 2 to 5). Upon detection, the system exits silent mode and activates a high-volume alarm to alert the user. In addition, the system incorporates a wearable heart rate monitor to detect abnormal heart conditions in elderly users. When a critical health event is detected, the system automatically displays a preconfigured emergency phone number and a message on the screen, allowing the user to quickly initiate a call or send an SMS with a single tap. This reduces the need for manual intervention during critical moments. The integration of mobile communication logic with real-time health monitoring creates a reliable and user-friendly emergency support tool, enhancing safety and response time in high-risk health scenarios.

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 Keywords

: Silent Mode Override, Emergency Call, Wearable Health Monitoring, Elderly Care, IoT, Mobile Alert System, Priority Contact Management

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 Abstract

Social security is a key element in ensuring the well-being of all citizens, offering protection against income loss and access to healthcare, especially for the elderly and economically vulnerable. It includes both social assistance and social insurance, aimed at reducing poverty and providing support during times of need. The Indira Gandhi National Old Age Pension Scheme (IGNOAPS), launched in 2007, significantly expanded support for elderly individuals living below the poverty line by increasing pension amounts and widening eligibility. Replacing the earlier National Old Age Pension Scheme (NOAPS), IGNOAPS reflects the government's commitment to inclusive welfare. Proposals to further expand the scheme to include individuals above 60 years of age, widows, and the disabled highlight the on-going efforts to strengthen the social safety net and promote financial security and dignity for marginalized groups.

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 Keywords

Social Security, Elderly Welfare, IGNOAPS, Financial Security, Income Security.

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This study looks into how faculty members at Coimbatore City's arts and science colleges invest in mutual funds. The purpose of the study is to evaluate risk tolerance, investment behavior, awareness, and the impact of demographic variables including age, gender, income, and education on investment choices. Using standardized questionnaires, 110 faculty members took part in the study. The study takes an analytical stance, interpreting data with the use of ANOVA, Descriptive Statistics, Chi-Square tests, and Percentage Analysis. The result shoe that young, highly educated professionals have a strong interest in investing, that they favor low to moderate risk assets, and that professional advice, tax advantages, and financial dependents all play a big part in influencing investment decisions. In order to assist educators in making well-informed financial decisions, the study's conclusion suggests the necessity of financial literacy initiatives and tailored investment plans.

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 Keywords

Investment, Factors, Impact

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Creative Commons Attribution 4.0 and The Open Definition

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The Criminal Law (Amendment) Act of 2005 brought plea bargaining into Indian law to reduce the caseload in courts and help people accused of crimes be freed faster. How plea bargaining cases move forward is described here using the history, rules and procedures laid out in the Code of Criminal Procedure. It points out that plea bargaining leads to faster trials, helps victims and allows offenders to go to rehabilitation. It also factors in the problems that get in the way, for example, when someone is forced to agree, when negotiations aren't equal and when language is used in unimaginative ways. The current state in India is explained with examples from the United States. Suggestions are given to help make plea bargaining more fair by making everyone aware of their rights, following with court oversight and including the wishes of victims. It discusses and compares these views to check if plea bargaining supports justice in India.

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 Keywords

Plea Bargaining, Criminal Law (Amendment) Act, 2005, Code of Criminal Procedure (CrPC),Judicial Reform, Speedy Trial, Due Process, Victim Compensation, Rehabilitation of Offenders, Judicial Discretion, Criminal Justice System in India, Law Commission of India, Malimath Committee, Coercion in Plea Bargaining, Plea Bargaining in the United States, Legal Aid and Awareness.

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Banking mergers have become a strategic tool in India's financial sector reforms, particularly among public sector banks (PSBs). While mergers aim to enhance financial stability, improve efficiency, and reduce non-performing assets, they also present significant legal and compliance challenges. This paper critically evaluates the regulatory and legal complexities associated with Indian banking mergers, focusing on key statutes such as the Banking Regulation Act, Companies Act, SEBI regulations, and the Competition Act. It explores the roles of regulatory bodies including the RBI, SEBI, CCI, and NCLT, and analyses compliance challenges related to employee integration, taxation, disclosure, IT systems, and stakeholder litigation. Through detailed case studies of the SBI, Bank of Baroda, and Punjab National Bank mergers, the study highlights recurring obstacles and systemic gaps. The findings underscore the need for a unified regulatory framework, stronger inter-agency coordination, and robust legal due diligence. The paper concludes with practical recommendations to streamline compliance, enhance transparency, and safeguard stakeholder interests, contributing valuable insights for policymakers, financial institutions, and legal practitioners navigating future banking consolidations in India.

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 Keywords

Banking mergers, compliance challenges, Indian banking law, regulatory framework, RBI, SEBI, Competition Commission of India, NCLT, public sector banks, merger litigation, financial regulation, employee integration

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Creative Commons Attribution 4.0 and The Open Definition

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Technological developments have made many changes in the communication sector. The advent of internet led to the development of virtual communication. Nowadays, social media became an integral part of people's life. Social media is one of the most popular means of computer mediated communication and it plays a crucial role in the decision-making process of people with regard to an issue. Nearly half of the population in India is using social media. The Covid 19 pandemic made social media and other online platforms more popular among general public. They express their views and opinions in social media under the Right to Freedom of Speech and Expression guaranteed by Article 19(1)(a) of Indian Constitution. However, it has also been increasingly used for illegal acts. Two recent incidents are cited in the introduction for better understanding of this issue. Cyber laws existing in India is neither appropriate nor adequate to address this issue. Therefore, it is the need of the hour to frame appropriate social media regulations. The regulations imposed should be in such a manner that it does not hinder the citizen's Right to Freedom of Speech and Expression. This article highlights the importance of striking a balance between these two. It discusses in detail the definition and types of social media, right to access to social media and the restrictions imposed on this right by the Constitution. It also analyses in detail the Information Technology Act of 2000 and the controversial Section 66A of the same. This article throws light into the current status of social media in today's society by tagging the recent incidents. This article ends with a handful of creative suggestions to address this burning issue. All the references in support of the theme are enclosed at the end.

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 Keywords

Social Media, Fundamental Rights, Speech and Expression, Restrictions, Information Technology

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Human life is a most important asset and life insurance is the most important type of insurance which provides financial protection to a person and his family at the time of uncertain risks or damage. Life insurance provides both safety and protection to individuals and also encourages savings among people. Lic of India plays a vital role in the welfare of human well-being by providing insurance to millions of people against life risks such as uncertain death or accident. The present exploratory and descriptive based study was selected with an objective to identify those factors which influence customers policy buying decision and also analyze the preferences of customers while life policy investment decision-making. Various insurance related factors have been discussed in the paper. The data for the study has been collected from both primary and secondary sources. The study area is limited to Satna district, of Madhya Pradesh and sample size is 150 policyholders of lic and different private life insurers have been selected through a stratified and purposive sampling method. The analyzed data has been presented in the form of table, bar graphs and pie-charts. Lic is the most accepted and popular brand in life insurance, the market share of private insurers are gradually increasing with people trust and better services offered by them are some of the main findings of the study. Insurance companies should spread more awareness about life insurance, reduction in premium amount and giving more attention on need based innovative products are some of the suggestions provided by the researcher. The paper concludes with that demographic factors of the people play a major and pivotal role in deciding the purchase of life insurance policies.

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 Keywords

LIFE INSURANCE , RISK ,

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Creative Commons Attribution 4.0 and The Open Definition

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This study explores the job satisfaction levels of female teachers working in select arts and science colleges in Coimbatore City. It aims to identify key factors influencing their job satisfaction, including work environment, salary, professional growth opportunities, interpersonal relationships, and work-life balance. Using a structured questionnaire, data was collected from a representative sample of female faculty members. The findings reveal varying degrees of satisfaction influenced by institutional support and personal factors. The study highlights the importance of addressing specific needs of female educators to enhance their motivation, performance, and overall well-being, ultimately contributing to improved educational outcomes. Recommendations for policy makers and college administrations are provided to foster a supportive and satisfying work environment for female teachers.

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 Keywords

Job Satisfaction, Work Environment, Career Growth, Faculty Retention.

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Creative Commons Attribution 4.0 and The Open Definition