A Perception Model of Spam Risk Assessment Inspired by Danger Theory of Artificial Immune Systems

Zainal, Kamahazira; Jali, Mohd Zalisham

doi:10.1016/j.procs.2015.07.530

Cited by 11 publications

(3 citation statements)

References 7 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Detecting threats and vulnerabilities to a particular asset, clarifying the risk, and assessing that risk exposure at a specified level are often referred to as risk assessment [40][41][42]. As a result, management must regularly and effectively review the quality of the risk assessment process [43,44] since it is becoming increasingly complicated as IT systems evolve, which may influence technical, physical, and administrative elements. Risk analysis is part of the risk assessment stage, defined as the process of determining the possibility of an undesired event occurring and the severity of that occurrence.…”

Section: Risk Assessmentmentioning

confidence: 99%

Strategic Approaches in Network Communication and Information Security Risk Assessment

Alsafwani,

Fazea,

Alnajjar

2024

Information

View full text Add to dashboard Cite

Risk assessment is a critical sub-process in information security risk management (ISRM) that is used to identify an organization’s vulnerabilities and threats as well as evaluate current and planned security controls. Therefore, adequate resources and return on investments should be considered when reviewing assets. However, many existing frameworks lack granular guidelines and mostly operate on qualitative human input and feedback, which increases subjective and unreliable judgment within organizations. Consequently, current risk assessment methods require additional time and cost to test all information security controls thoroughly. The principal aim of this study is to critically review the Information Security Control Prioritization (ISCP) models that improve the Information Security Risk Assessment (ISRA) process, by using literature analysis to investigate ISRA’s main problems and challenges. We recommend that designing a streamlined and standardized Information Security Control Prioritization model would greatly reduce the uncertainty, cost, and time associated with the assessment of information security controls, thereby helping organizations prioritize critical controls reliably and more efficiently based on clear and practical guidelines.

show abstract

Section: Risk Assessmentmentioning

confidence: 99%

Strategic Approaches in Network Communication and Information Security Risk Assessment

Alsafwani,

Fazea,

Alnajjar

2024

Information

View full text Add to dashboard Cite

show abstract

“…The most prevalent malware used email to spread and logins by passwords to a system to steal confidential data. The Top 10 malicious programs spread by email presented as follow [ One type of threat that could lead to a hazardous situation and exploit vulnerabilities is spam when the probability of potential risk to happen is high [22]. For SMS spam management, three phases which are spam detection, classification, and severity determination level are dependent [23].…”

Section: Sms Spam Securitymentioning

confidence: 99%

Intelligent Security Schema for SMS Spam Message Based on Machine Learning Algorithms

Alshahrani

2021

Int. J. Interact. Mob. Technol.

View full text Add to dashboard Cite

<p class="0abstract">SMS spam messages represent one of the most serious threats to current traditional networks. These messages have been particularly prevalent overseas and are harmful to various types of devices. The current filtering scheme employed in conventional systems is unable to expose a large number of messages. To resolve this issue, a new intelligent security system is proposed to reduce the number of spam messages. It can detect novel spam messages that have a direct and negative impact on networks. The proposed system is heavily based on machine learning to explore various types of messages. The primary achievement of our study is the increase in the accuracy ratio as well as the reduction in the number of false alarms. According to the experimental results, it is clear that our system can realize outstanding results, detecting a massive number of massages.</p>

show abstract

“…With reference to [21], the spam management should be administered as proposed in risk management. In a developed and established standard of risk management [20] [22], this process usually consists of 4 essential phase; risk identification, risk assessment, risk response/treatment and risk monitoring.…”

Section: A An Integration Of Danger Theory and Risk Assessmentmentioning

confidence: 99%

The Design and Development of Spam Risk Assessment Prototype: In Silico of Danger Theory Variants

Zainal¹,

Jali²

2017

ijacsa

Self Cite

View full text Add to dashboard Cite

Abstract-Now-a-days, data is flowing with various types of information and it is absolutely enormous and moreover, it is in unstructured form. These raw data is meaningless unless it is processed and analyzed to retrieve all the valuable and meaningful information. In this paper, a design and principal functionalities of the system prototype is introduced. A process of information retrieval by applying the text mining with Artificial Immune System (AIS) is proposed to discover the possible level of severity for a Short Messaging Service (SMS) spam. This is expected to be a potential tool in retrieving an implicit danger that a spam might impact to the recipients. Furthermore, the development of this tool can be considered as an emergence of another data mining tool that also exceedingly possible to be embedded with another existing tool.

show abstract

A Perception Model of Spam Risk Assessment Inspired by Danger Theory of Artificial Immune Systems

Cited by 11 publications

References 7 publications

Strategic Approaches in Network Communication and Information Security Risk Assessment

Strategic Approaches in Network Communication and Information Security Risk Assessment

Intelligent Security Schema for SMS Spam Message Based on Machine Learning Algorithms

The Design and Development of Spam Risk Assessment Prototype: In Silico of Danger Theory Variants

Contact Info

Product

Resources

About