Artificial Intelligence Based Threat Prevention and Sensing Engine: Architecture and Design Issues

Parati, Namita; Malik, Latesh; Joshi, Akshay

doi:10.1109/icetet.2008.52

Cited by 6 publications

(5 citation statements)

References 1 publication

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“…The speeches presented reinforce the assumptions of the research of Parati et al (2008). The authors state that CAPs are undertakings to generate automation in the analysis processes.…”

Section: Process Automation and Tools Benefitsmentioning

confidence: 56%

“…As the automation theme increases in IA, there is an embryonic field developing by means of intelligent systems based on smart techniques that support continuous monitoring and control (Parati et al, 2008). Intelligent techniques and expert systems can be integrated with traditional auditing procedures for the purpose of analyzing collected data and for recognition patterns (Gotthardt et al, 2020).…”

Section: Technological Tool For Continuous Audit Projectsmentioning

confidence: 99%

“…modeling and analysis techniques based on statistics, mining, and research, used for analytical procedures, applied in various business operations. The use of Analytics is directly aimed at improving analytical performance and can be demonstrated through indicators related to predetermined rules.The evolution in technology proposes other emerging tools,Parati et al (2008) andGotthardt et al (2020) demonstrate that as the automation theme increases in IA, other intelligent systems can be adopted Parati et al (2008). andGotthardt et al (2020) address in their works the intelligent techniques such as data mining, artificial neural networks, fuzzy logic, and expert systems that can be integrated with traditional procedures and statistical methods to analyze the data collected by sensors, recognize recognition patterns, filter and correlate events to support security, risk management, and deviation prevention.The process of technological transformation, process automation, the use of information systems and data analytics tools, as well as the search for digital innovation are factors that challenge IA management.…”

mentioning

confidence: 99%

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The adoption of technological tools in continuous audit projects

Andrade,

Penha,

Silva

et al. 2023

ReA UFSM

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Purpose: Present a conceptual model for the adoption of technological tools in continuous audit projects. Design/methodology/approach: This research is constituted from the perspective of a qualitative approach with a descriptive nature, divided into two phases. In the first phase, a Systematic Literature Review was conducted focusing on technological tools and Continuous Audit Projects, in the second phase, field research was conducted through in-depth interviews with professionals related to the theme. Findings: The results indicated the main benefits and challenges encountered in the adoption of technological tools in Continuous Audit Projects. The results pointed out the nine main factors, among them, the enabling elements for the adoption of technological tools in Continuous Audit Projects. Research limitations/implications: The study is limited to identifying the technological tools in Continuous Audit Projects. Originality/Value: Despite the existing technological tools, it is still incipient in the literature researched to identify the challenges and barriers faced by organizations to support the projects of Continuous Audit Projects. Practical implications: This research offers a conceptual model as a guiding instrument for the adoption of technological tools in Continuous Audit Projects for organizations inserted in an Internal Audit context. The model presents the main enabling elements that ensure the environment necessary for the development of the project to those involved in Continuous Audit Projects.

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“…The speeches presented reinforce the assumptions of the research of Parati et al (2008). The authors state that CAPs are undertakings to generate automation in the analysis processes.…”

Section: Process Automation and Tools Benefitsmentioning

confidence: 56%

Section: Technological Tool For Continuous Audit Projectsmentioning

confidence: 99%

mentioning

confidence: 99%

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The adoption of technological tools in continuous audit projects

Andrade,

Penha,

Silva

et al. 2023

ReA UFSM

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Section: Ai-assisted Threat Managementmentioning

confidence: 99%

“…AI has also been used in threat prevention and sensing engines for two factors that form the critical points [206]. The authors of [206] explain that the two relevant factors are intelligent packet inspection and intelligent first reaction. Though the article concludes that no single approach will create a holistic solution for threat prevention and many more are required [206].…”

Section: Ai-assisted Threat Managementmentioning

confidence: 99%

Turning the Hunted into the Hunter via Threat Hunting: Life Cycle, Ecosystem, Challenges and the Great Promise of AI

Hillier¹,

Karroubi²

2022

Preprint

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The threat hunting lifecycle is a complex atmosphere that requires special attention from professionals to maintain security. This paper is a collection of recent work that gives a holistic view of the threat hunting ecosystem, identifies challenges, and discusses the future with the integration of artificial intelligence (AI). We specifically establish a life cycle and ecosystem for privacy-threat hunting in addition to identifying the related challenges. We also discovered how critical the use of AI is in threat hunting. This work paves the way for future work in this area as it provides the foundational knowledge to make meaningful advancements for threat hunting.

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