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Computer Science Essays

Comparison of Regression Models on Housing and Sales Price Prediction

Abstract: This report compares regression models applied to two distinct datasets: Boston Housing and Sales of Advertising. The purpose is to gauge the efficacy of different regression techniques in forecasting housing prices and sales dependent on advertising budget. Some models considered for evaluation are Linear Regression, Decision Tree Regression ( fully grown and pruned), and ... Read More
Pages: 5       Words: 1223

Addressing Emerging Challenges in Cybersecurity & Digital Forensics

In the 21st century, there has been rapid advancement in the different computer-aided devices and computers. The internet has enabled us through computers to accomplish tasks accurately and quickly, store vast chunks of data in the cloud, enable human beings to communicate effectively and efficiently, and work remotely, among many other advantages. The way we communicate ... Read More
Pages: 6       Words: 1484
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Exploring Practical Implementations of AES Cryptographic Algorithm in Modern Security Services

Introduction The field of cybersecurity keeps on evolving in many aspects, cryptographic algorithms are no different as it aims to address imposing threats and challenges. Cryptography is one of the ways to make sure that user data security and privacy can be maintained along with confidentiality, integrity, availability, and user identification in light of the ... Read More
Pages: 5       Words: 1352

Final Project – Security Breach Analysis and Recommendations of Limetree Inc.

Introduction Limetree Inc., one of the known firms in research and development, has created a place for itself in the competitive markets of biotechnology and health care, working closely with the federal government and several private companies. The vigorous growth of this dynamic organization and the increasing complexity of its operations have, in turn, escalated ... Read More
Pages: 17       Words: 4642

Paper Review: A Survey on Malware Detection Using Data Mining Techniques

Summary The authors tackled the increasing sophistication of malware and the ineffectiveness of traditional detection techniques. For instance, conventional methods cannot effectively detect new and complex malware [1]. The problem aligns with the need to advance adaptive techniques to mitigate the malware adequately. For instance, more conventional static analysis is needed to address polymorphic malware. ... Read More
Pages: 4       Words: 897

Chain of Custody

Maintaining a clear and thorough chain of custody records is an essential part of the forensic examination process to prove the validity of digital evidence. Chain of custody refers to comprehensively documenting everyone who handled the evidence, what was done with it, and when, from initial acquisition through analysis and reporting. In the case of ... Read More
Pages: 6       Words: 1507

The Evolution of Cryptography: From Mechanical Ingenuity to Digital Complexity

Introduction Cryptography is becoming more crucial to protect communication, data integrity, and privacy in the digital age. Prehistoric people encrypted their messages with primitive ciphers. Cryptography has changed to address new challenges and use new technologies. This progress is due to breakthroughs in mathematical theory and processing capacity and the ongoing fight between secure communications ... Read More
Pages: 8       Words: 2161

The Ethical Implications of Computer Science and Engineering

The dynamic invention and innovation in the computer science and engineering field, and the influence of technological advancements highlight the necessity of ethical issues. However, as the use of innovative technologies increases in society, the ethical issues arising out of their development, implementation, and utilization assume greater significance (Martin, et al 8). The junction of ... Read More
Pages: 3       Words: 671

Dark Web and Online Platforms

The problem statement The general problem being investigated is the impact of technological advancement in promoting drug crimes through online platforms such as the dark web. The technology change has allowed criminals to share, disseminate information and conduct drug crimes with high security, privacy and anonymity of critical data. For instance, through the use of ... Read More
Pages: 4       Words: 1024

Release Notes Report

Overview Version control is the backbone of software development, establishing project management and teamwork. The changes in codes are, therefore, systematically documented by the tool over time, as Beckman et al. (2021) noted. Thus, the development of the Calculator and Jukebox Playlist applications is described in the report, concentrating on the significant changes, improvements, and ... Read More
Pages: 9       Words: 2251

Selecting Controls for HIPAA Security Rule: Mitigating Vulnerabilities at Health Coverage Associates

Introduction As a security service provider emphasizing HIPAA compliance, we aim to identify and address vulnerabilities in our clients’ infrastructure to safeguard sensitive health information. Health Coverage Associates, a California health insurance market, has identified three critical vulnerabilities that compromise the confidentiality, integrity, and availability of Protected Health Information (PHI). By selecting appropriate security measures ... Read More
Pages: 4       Words: 1049

Nintendo’s Evolution: From Cards to Consoles, Challenges, and Innovations

Learning Summary The Nintendo case study offers insights into the company’s dynamic evolution within the video game industry. First, the lessons of the case include a brief history from Nintendo’s playing card origin in 1889 to an industry player in video games during the 1980s. From a very early age, Nintendo strategically positioned itself by ... Read More
Pages: 6       Words: 1398

The Role of Pseudorandom and True Random Numbers in Cryptography

Abstract This study explores the complex relationship between randomness, cryptographic techniques, and the essential role of pseudorandom and genuine random numbers. The report discusses the basics of random number generation, describes the need for randomness in security, and analyzes a few tests of randomness used on cryptographic systems. The work is built on substantial materials, ... Read More
Pages: 8       Words: 2020

Statistical Application in Health Care: Ensuring Safety, Promoting Health, and Leadership

Statistics is essential to the medical field because it offers a methodical, evidence-based approach to understanding and interpreting data (Fowler et al., 2021). This essay explores the importance of statistical application in healthcare with a particular emphasis on safety, health promotion, and leadership and addresses the importance of standardized healthcare data to maintain the integrity ... Read More
Pages: 4       Words: 1031
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