Technology and Innovation Commons^™

Artificial Intelligence And Its Potential Adverse Impacts On The Philippine Economy, Krista Danielle Yu, Caesar Cororaton, Joel P. Ilao, Charibeth K. Cheng, Kathleen Aviso, Christina D. Cayamanda, Michael Angelo B. Promentilla, Ringgold P. Atienza, Roman Julio B. Infante, Raymond R. Tan

Angelo King Institute for Economic and Business Studies (AKI)

Recent developments in artificial intelligence (AI) and deep learning techniques are expected to reshape the nature of the working environment in many economic sectors through the automation of many white collar jobs. This technological breakthrough poses threats of job obsolescence in several industries, particularly for a labor abundant country such as the Philippines. With human capital as one of its largest resources, the services sector is a major contributor to the country’s economy, contributing around 60% of the total gross domestic product and employing about 22.8 million workers (Philippine Statistics Authority, 2017).

Technology Mergers And Acquisitions In The Presence Of An Installed Base: A Strategic Analysis, Qiu-Hong Wang, Kai-Lung Hui

Research Collection School Of Computing and Information Systems

We study the strategic benefits of M&A when competing IT vendors sell different generations of the same product with different quality. We assume the new product arrives unexpectedly when an installed base of old product exists. We show that the combination of consumers' purchase history and heterogeneity leads to new demand complexity that gives rise to innovative product strategies. We find that shelving the old product is an important motivation for M&A. The acquirer may exercise static or intertemporal price discrimination depending on whether it can exercise upgrade pricing. M&A may speed up or slow down new product consumption, and …

From The Editors, Herbert J. Mattord, Michael E. Whitman, Carole L. Hollingsworth

Journal of Cybersecurity Education, Research and Practice

Welcome to the second issue of the Journal of Cybersecurity Education, Research and Practice (JCERP).

Towards An In-Depth Understanding Of Deep Packet Inspection Using A Suite Of Industrial Control Systems Protocol Packets, Guillermo A. Francia Iii, Xavier P. Francia, Anthony M. Pruitt

Journal of Cybersecurity Education, Research and Practice

Industrial control systems (ICS) are increasingly at risk and vulnerable to internal and external threats. These systems are integral part of our nation’s critical infrastructures. Consequently, a successful cyberattack on one of these could present disastrous consequences to human life and property as well. It is imperative that cybersecurity professionals gain a good understanding of these systems particularly in the area of communication protocols. Traditional Transmission Control Protocol (TCP) and User Datagram Protocol (UDP) are made to encapsulate some of these ICS protocols which may enable malicious payload to get through the network firewall and thus, gain entry into the …

Planning And Implementing A Successful Nsa-Nsf Gencyber Summer Cyber Academy, Bryson R. Payne, Tamirat Abegaz, Keith Antonia

Journal of Cybersecurity Education, Research and Practice

The GenCyber program is jointly sponsored by the National Security Agency (NSA) and the National Science Foundation (NSF) to help faculty and cybersecurity experts provide summer cybersecurity camp experiences for K-12 students and teachers. The main objective of the program is to attract, educate, and motivate a new generation of young men and women to help address the nationwide shortage of trained cybersecurity professionals. The curriculum is flexible and centers on ten cybersecurity first principles. Currently, GenCyber provides cyber camp options for three types of audiences: students, teachers, and a combination of both teachers and students. In 2016, over 120 …

Designing And Evaluating Business Process Models: An Experimental Approach, Yuecheng Martin Yu, Alexander Pelaez, Karl R. Lang

Research Collection School Of Computing and Information Systems

This paper presents an experimental approach to compare the performance of alternative business process designs. We use an example case of an electronic group buying setting to demonstrate how our approach can be applied in practice. More specifically, we chose a standard business process, the sales process as implemented on a group buying platform, to illustrate how a business process may be redesigned in order to better meet the needs of customers. For that purpose, we introduce a social technology feature to support cooperation among buyers in the sales process and then analyze the performance impact of the proposed business …

Integrate Text Mining Into Computer And Information Security Education, Hongmei Chi, Ezhil Kalaimannan, Dominique Hubbard

KSU Proceedings on Cybersecurity Education, Research and Practice

Insider threats has become a significant challenge to organization, due to the employees varying levels of access to the internal network. This will intern bypass the external security measures that have been put in place to protect the organization’s resources. Computer-mediated communication (CMC) is a form of communication over virtual spaces where users cannot see each other. CMC includes email and communication over social networks, amongst others. This paper focuses on the design and implementation of exercise modules, which can be integrated into cybersecurity courses. The main objectives of the paper include how to teach and integrate the CMC learning …

Cover Text Steganography: N-Gram And Entropy-Based Approach, Sara M. Rico-Larmer

KSU Proceedings on Cybersecurity Education, Research and Practice

Steganography is an ancient technique for hiding a secret message within ordinary looking messages or objects (e.g., images), also known as cover messages. Among various techniques, hiding text data in plain text file is a challenging task due to lack of redundant information. This paper proposes two new approaches to embed a secret message in a cover text document. The two approaches are n-gram and entropy metric-based generation of stego text. We provide examples of encoding secret messages in a cover text document followed by an initial evaluation of how well stego texts look close to the plain …

Hands-On Labs Demonstrating Html5 Security Concerns, Mounika Vanamala

KSU Proceedings on Cybersecurity Education, Research and Practice

The research is focused on the new features added in HTML5 standard that have strong implications towards the overall information security of a system that uses this implementation.A Hands-on Lab is developed to demonstrate how Web Storage and the Geo-location API of HTML5 can affect the privacy of the user.

“Not All Friends Are Equal”: Friendship Classification For Defending Against Social Engineering Attacks, Munene W. Kanampiu, Mohd Anwar

KSU Proceedings on Cybersecurity Education, Research and Practice

Social engineering is a serious security threat to Online Social Networks (OSNs). Identity theft, impersonation, phishing, and deception are some of the social engineering-based attacks that exploit vulnerabilities of interpersonal relationships of online users. As a result, relationships in OSNs need to be thoroughly examined. In this vein, we propose a relationship categorization model to evaluate relationship strength based on graph-theoretic properties and social network analysis (SNA) methods. For example, in Facebook, users may be categorized into close-neighbors, distant-neighbors, celebrities (influential by admiration), authority (influential by power), and loners. Close-neighbors category will help identify a set of trustworthy actors while …

Smart City Security, Shawn Ralko, Sathish Kumar

KSU Proceedings on Cybersecurity Education, Research and Practice

With rapid growth of technology involved and the implementation of the smart city concept, it is becoming vital to identify and implement security controls for their secure operation. Smart city security is essential for a city to incorporate the technologies into smart city cyber infrastructure and to improve the conditions of life for its citizens. In this paper, we have discussed the growth of smart city concept, their security issues. We also discuss the security solutions that needs to be implemented to keep the smart city cyber infrastructure secure. We have also pointed out the recommendations on the open issues …

Combining The Extended Risk Analysis Model And The Attack Response Model To Introduce Risk Analysis, Randall Reid

KSU Proceedings on Cybersecurity Education, Research and Practice

This paper uses the Extended Risk Analysis Model to introduce risk analysis in a classroom setting. The four responses to an attack, avoidance, transference, mitigation, and acceptance are overlaid on the Extended Risk Analysis Model to aid in the visualization of their relationship. It then expands and updates the cyber insurance portion of the Extended Risk Analysis Model.

Health It Security: An Examination Of Modern Challenges In Maintaining Hipaa And Hitech Compliance, Andrew S. Miller, Bryson R. Payne

KSU Proceedings on Cybersecurity Education, Research and Practice

This work describes an undergraduate honors research project into some of the challenges modern healthcare providers face in maintaining compliance with the Health Insurance Portability and Accountability Act (HIPAA) and HITECH (Health Information Technology for Economic and Clinical Health) Act. An overview of the pertinent sections of both the HIPAA and HITECH Acts regarding health information security is provided, along with a discussion of traditionally weak points in information security, including: people susceptible to social engineering, software that is not or cannot be regularly updated, and targeted attacks (including advanced persistent threats, or APTs). Further, the paper examines potential violations …

Investigating Information Security Policy Characteristics: Do Quality, Enforcement And Compliance Reduce Organizational Fraud?, Dennis T. Brown

KSU Proceedings on Cybersecurity Education, Research and Practice

Occupational fraud, the use of one’s occupation for personal enrichment through the deliberate misuse or misapplication of the organization’s resources or assets, is a growing concern for all organizations. While the typical organization loses at least 5% of annual revenues to fraud, current methods of detection and prevention are not fully adequate to reduce increasing occurrences. Although information systems are making life easier, they are increasingly being used to perpetrate fraudulent activities, and internal employee security threat is responsible for more information compromise than external threats.

The purpose of this research is to examine how information security policy quality and …

Individuals' Concern About Information Privacy In Ar Mobile Games, Dapeng Liu

KSU Proceedings on Cybersecurity Education, Research and Practice

Augmented Reality (AR) proves to be an attractive technology in mobile games. While AR techniques energize mobile games, the privacy issue is raised to be discussed. Employing social media analytics (SMA) techniques, this research makes efforts to examines Twitter postings of “PokemonGo” case and explores individuals’ attitudes toward privacy in AR games. In this research, we examine what are the privacy concerns of individuals in AR games and what are the individuals’ sentiments toward privacy. In the interesting case of PokemonGo, this paper suggests that individuals’ concerns about privacy are emphasized on six dimensions - collection, improper access, unauthorized secondary …

Semi-Supervised Deep Neural Network For Network Intrusion Detection, Mutahir Nadeem, Ochaun Marshall, Sarbjit Singh, Xing Fang, Xiaohong Yuan

KSU Proceedings on Cybersecurity Education, Research and Practice

Network security is of vital importance for corporations and institutions. In order to protect valuable computer systems, network data needs to be analyzed so that possible network intrusions can be detected. Supervised machine learning methods achieve high accuracy at classifying network data as normal or malicious, but they require the availability of fully labeled data. The recently developed ladder network, which combines neural networks with unsupervised learning, shows promise in achieving a high accuracy while only requiring a small number of labeled examples. We applied the ladder network to classifying network data using the Third International Knowledge Discovery and Data …

Planning And Implementing A Successful Nsa-Nsf Gencyber Summer Cyber Academy, Bryson R. Payne, Tamirat Abegaz, Keith Antonia

KSU Proceedings on Cybersecurity Education, Research and Practice

The GenCyber program is jointly sponsored by the National Security Agency (NSA) and the National Science Foundation (NSF) to help faculty and cybersecurity experts provide summer cybersecurity camp experiences for K-12 students and teachers. The main objective of the program is to attract, educate, and motivate a new generation of young men and women to help address the nationwide shortage of trained cybersecurity professionals. The curriculum is flexible and centers on ten cybersecurity first principles. Currently, GenCyber provides cyber camp options for three types of audiences: students, teachers, and a combination of both teachers and students. In 2016, over 120 …

User Privacy Suffers At The Hands Of Access Controls, Chad N. Hoye

KSU Proceedings on Cybersecurity Education, Research and Practice

With advancements in personal hand held devices, smaller more mobile computers, tablets, and the world’s population connected with social media the threat to the user’s privacy has been diminished. I will look at how access control policies have opened the proverbial door to user’s privacy being attacked and threatened. You will see examples of how users have to divulge personal information to get better service and even be monitored while at work to prevent intrusions in to the company.

Training Decrement In Security Awareness Training, Tianjian Zhang

KSU Proceedings on Cybersecurity Education, Research and Practice

This study determines if there is a decremental effect following IT security awareness training. In most security policy compliance literature, the main focus has been on policy design. Studies that address security awareness training are seldom theory driven and even fewer are empirically based. To fill this gap, we draw from the theory of vigilance decrement as well as forgetting curves in psychology, and propose a classroom experiment showing that participants' IT security awareness decreases over a 45-day period since the training at day one. The result adds to the security policy compliance literature and suggests that some policy violations …

Investigating The Influence Of Perceived Uncertainty On Protection Motivation: An Experimental Study, Ali Vedadi

KSU Proceedings on Cybersecurity Education, Research and Practice

IS users and organizations must take necessary measures to adequately cope with security threats. Considering the importance and prevalence of these issues and challenges, IS security research has extensively investigated a variety of factors that influence IS users’ security intentions/behaviors. In this regard, protection-motivated behaviors are primarily based on individuals’ personal cognitive evaluations and vigilance. In reality, however, many users reach security hygiene decisions through various non-rational and non-protection-motivated processes. Such users may not necessarily rely on their own cognitive appraisals and information processing, but proceed to make decisions without careful cognitive assessments of security threats and coping responses. One …

Towards A Development Of A Mobile Application Security Invasiveness Index, Sam Espana

KSU Proceedings on Cybersecurity Education, Research and Practice

The economic impact of Mobile IP, the standard that allows IP sessions to be maintained even when switching between different cellular towers or networks, has been staggering in terms of both scale and acceleration (Doherty, 2016). As voice communications transition to all-digital, all-IP networks such as 4G, there will be an increase in risk due to vulnerabilities, malware, and hacks that exist for PC-based systems and applications (Harwood, 2011). According to Gostev (2006), in June, 2004, a well-known Spanish virus collector known as VirusBuster, emailed the first known mobile phone virus to Kaspersky Lab, Moscow. Targeting the Symbian OS, the …

Teaching Security Of Internet Of Things In Using Raspberrypi, Oliver Nichols, Li Yang, Xiaohong Yuan

KSU Proceedings on Cybersecurity Education, Research and Practice

The Internet of Things (IoTs) is becoming a reality in today’s society. The IoTs can find its application in multiple domains including healthcare, critical infrastructure, transportation, and home and personal use. It is important to teach students importance and techniques that are essential in protecting IoTs. We design a series of hands-on labs in a smart home setting, which can exercise attack and protection of IoTs. Our hands-on labs use a Raspberry Pi and several diverse smart things that communicate through Z-Wave technology. Using this environment, students can operate a home automation system and learn security concepts by performing these …

Is Security Research Development: Implications For Future Researchers, Kane Smith, Chris Merritt

KSU Proceedings on Cybersecurity Education, Research and Practice

Security within the context of Information Systems has long been a concern for both academics and practitioners. For this reason an extensive body of research has been built around the need for protecting vital technical systems and the information contained within them. This stream of research, termed Information Systems Security (ISS), has evolved with technology over the last several decades in numerous different ways. This evolution can create a great deal of difficulty for researchers to identify under-represented areas of ISS research as well as ensure all relevant areas of concern are addressed. The purpose of this paper is threefold: …

Pedagogical Resources For Industrial Control Systems Security: Design, Implementation, Conveyance, And Evaluation, Guillermo A. Francia Iii, Greg Randall

KSU Proceedings on Cybersecurity Education, Research and Practice

Industrial Control Systems (ICS), which are pervasive in our nation’s critical infrastructures, are becoming increasingly at risk and vulnerable to internal and external threats. It is imperative that the future workforce be educated and trained on the security of such systems. However, it is equally important that careful and deliberate considerations must be exercised in designing and implementing the educational and training activities that pertain to ICS. To that end, we designed and implemented pedagogical materials and tools to facilitate the teaching and learning processes in the area of ICS security. In this paper, we describe those resources, the professional …

Towards An In-Depth Understanding Of Deep Packet Inspection Using A Suite Of Industrial Control Systems Protocol Packets, Guillermo A. Francia Iii

KSU Proceedings on Cybersecurity Education, Research and Practice

Industrial control systems (ICS) are increasingly at risk and vulnerable to internal and external threats. These systems are integral part of our nation’s critical infrastructures. Consequently, a successful cyberattack on one of these could present disastrous consequences to human life and property as well. It is imperative that cybersecurity professionals gain a good understanding of these systems particularly in the area of communication protocols. Traditional Transmission Control Protocol (TCP) and User Datagram Protocol (UDP) are made to encapsulate some of these ICS protocols which may enable malicious payload to get through the network firewall and thus, gain entry into the …

Investigating Cyberbullying In Social Media: The Case Of Twitter, Xin Tian

KSU Proceedings on Cybersecurity Education, Research and Practice

Social media has profoundly changed how we interact with one another and the world around us. Recent research indicates that more and more people are using social media sites such as Facebook and Twitter for a significant portion of their day for various reasons such as making new friends, socializing with old friends, receiving information, and entertaining themselves. However, social media has also caused some problems. One of the problems is called social media cyberbullying which has developed over time as new social media technologies have developed over time. Social media cyberbullying has received increasing attention in recent years as …

Towards A Model Of Senior Citizens’ Motivation To Pursue Cybersecurity Awareness Training: Lecture-Based Vs. Video-Cases Training, Carlene G. Blackwood-Brown

KSU Proceedings on Cybersecurity Education, Research and Practice

Cyber-attacks on Internet users, and in particular senior citizens, who have limited awareness of cybersecurity, have caused billions of dollars in losses annually. To mitigate the effects of cyber-attacks, several researchers have recommended that the cybersecurity awareness levels of Internet users be increased. Cybersecurity awareness training programs are most effective when they involve training that focus on making users more aware so that they can identify cyber-attacks as well as mitigate the effects of the cyber-attacks when they use the Internet. However, it is unclear about what motivates Internet users to pursue cybersecurity awareness training so that they can identify …

Towards A Comparison Of Training Methodologies On Employee’S Cybersecurity Countermeasures Awareness And Skills In Traditional Vs. Socio-Technical Programs, Jodi Goode

KSU Proceedings on Cybersecurity Education, Research and Practice

Organizations, which have established an effective technical layer of security, continue to experience difficulties triggered by cyber threats. Ultimately, the cybersecurity posture of an organization depends on appropriate actions taken by employees whose naive cybersecurity practices have been found to represent 72% to 95% of cybersecurity threats and vulnerabilities. However, employees cannot be held responsible for cybersecurity practices if they are not provided the education and training to acquire skills which allow for identification of security threats along with the proper course of action. This work-in-progress study addresses the first phase of a larger project to empirically assess if there …

Code Metrics For Predicting Risk Levels Of Android Applications, Akond A. Rahman

KSU Proceedings on Cybersecurity Education, Research and Practice

Android applications pose security and privacy risks for end-users. Early prediction of risk levels that are associated with Android applications can help Android developers is releasing less risky applications to end-users. Researchers have showed how code metrics can be used as early predictors of failure prone software components. Whether or not code metrics can be used to predict risk levels of Android applications requires systematic exploration. The goal of this paper is to aid Android application developers in assessing the risk associated with developed Android applications by identifying code metrics that can be used as predictors to predict two levels …

Training Wheels: A New Approach To Teaching Mobile Device Security, Philip Menard, Jordan Shropshire

KSU Proceedings on Cybersecurity Education, Research and Practice

Despite massive investments in cyber security education, training, and awareness programs, most people retain unsafe mobile computing habits. They not only jeopardize their own data, but also risk the security of their associated organizations. It appears that conventional training programs are not ingraining sound security practices on trainees. This research questions the efficacy of legacy SETA frameworks and proposes a new cyber training tool for mobile devices. The tool is called Training Wheels. Training Wheels stands a number of cyber security training practices on their heads: instead of using punitive methods of reinforcement it provides rewards to encourage good behavior, …