IMPROVED DATA LEAKAGE DETECTION – Project Topics for Student

An Improved Data Leakage Detection System is intended to prevent the loss of critical and sensitive data in a cloud computing environment. In general, data leakage in computing systems has resulted in significant irreparable damage.

worldwide catastrophe to various institutions or organizations As a result, the goal of this study is to detect and

preventing intentional or unintentional data leaks through the use of a dynamic password or key for data decryption security

mechanisms. The OOADM methodology was used to accomplish this. The new system was built with ASP.net.

As a backend, MVC and Microsoft SQL Server Management Studio are used. In addition, by including an audit trail/transaction log

The new system uses date and time to monitor activities both inside and outside of the computing environment.

stamp. As a result, the system can be used in any environment to prevent and detect data leakage.

Data leakage; cloud computing; audit trail; transaction log are some key terms.

1. introductory paragraph

The unauthorized transfer of classified information from a computer or datacenter to an unintended recipient is known as data leakage.

outsider. Data leakage can be accomplished simply through mental means, physical removal of disks/reports, or both.

Data concealment, for example, is a subtle method. There has been a shift from fighting to be free of intrusions, viruses, or spam to fighting to be free of intrusions, viruses, or spam.

battling to keep data leaks at bay Data leakage can be either intentional or unintentional. It is legally permissible to expose it.

personal information, intellectual property, or trade secrets are all protected. These days, the disclosure of confidential information is frowned upon.

For many businesses, information has become the most dangerous threat. When data is confidential, it is always leaked.

Customer or patient data, ASCII text files or design specifications, tariffs, property and trade information are all examples of business information.

Secrets are revealed, as well as forecasts and budgets in spreadsheets. When these are leaked, the company suffers.

unprotected and falls outside of the organization’s jurisdiction This uncontrollable data leakage puts businesses in jeopardy.

a vulnerable situation Once this data is no longer within the domain, the company is in serious jeopardy. Today’s information

Leaks can affect hundreds of thousands, if not millions, of individual consumers, as well as millions more individual records.

all as a result of a single attack on a single company Many previous researchers have used a variety of enabling security measures.

Firewalls, encryption mechanisms, access control mechanisms, identity management, and machine learning are examples of technologies.

To provide protection against the threat of data leakage, learning/context-based detectors will be used. Despite the fact that there are a large number of researchers

[5], for example, created a three-tier application that secures data access via a safe channel monitoring system.

Watermarking is used to ensure that data does not leak out. However, this technique inserts a unique code into each copy of data.

If a distributed copy of data is later discovered in an unauthorized location, the guilty agent can be easily identified.