Electronic Forensics-Based Fronesis Technique for Earlier Discovery of in progress Attacks by hackers

+91-7667918914 iarjset@gmail.com 0 Items International Advanced Research Journal in Science, Engineering and Technology A Monthly Peer-Reviewed Multidisciplinary Journal ISSN Online 2393-8021 ISSN Print 2394-1588 Since 2014 Home About About IARJSET Aims and Scope Editorial Board Editorial Policies Publication Ethics Publication Policies Indexing and Abstracting Citation Index License Information Authors How can I publish my paper? Instructions to Authors Benefits to Authors Why Publish in IARJSET Call for Papers Check my Paper status Publication Fee Details Publication Fee Mode FAQs Author Testimonials Reviewers Topics Peer Review Current Issue & Archives Indexing FAQ’s Contact Select Page Electronic Forensics-Based Fronesis Technique for Earlier Discovery of in progress Attacks by hackers Ranjitha N , Swetha CS Abstract Traditional methods for detecting cyber attacks rely on predefined databases of known signatures and machine learning models to identify abnormal behavior. However, the increasing sophistication and diversity of cyber threats highlight the limitations of these approaches. This paper introduces Fronesis, an innovative method for early detection of ongoing cyber attacks based on digital forensics. Fronesis integrates ontological reasoning with frameworks such as MITRE ATT&CK and the Cyber Kill Chain model, utilizing continuously gathered digital artifacts from monitored systems. By applying rule-based reasoning on the Fronesis cyber-attack detection ontology, the approach identifies adversarial techniques present in the collected data. These techniques are then correlated with tactics mapped to specific phases of the Cyber Kill Chain model, enabling the early detection of cyber attacks in progress. The effectiveness of Fronesis is illustrated through a practical scenario involving an email phishing attack.

Keywords: MITRE ATT&CK framework, the Cyber Kill Chain model Downloads: | DOI: 10.17148/IARJSET.2024.11725 How to Cite: [1] Ranjitha N , Swetha CS, "Electronic Forensics-Based Fronesis Technique for Earlier Discovery of in progress Attacks by hackers," International Advanced Research Journal in Science, Engineering and Technology (IARJSET), DOI: 10.17148/IARJSET.2024.11725 Copy Citation Call for Papers Rapid Publication 24/7 April 2026 Submission: eMail paper now Notification: Immediate Publication: Immediately with eCertificates Frequency: Monthly Downloads Paper Format Copyright Form   Submit to iarjset@gmail.com or editor@iarjset.com   Submit My Paper Author CenterHow can I publish my paper? Publication Fee Why Publish in IARJSET Benefits to Authors Guidelines to Authors FAQs (Frequently Asked Questions) Author Testimonials IARJSET ManagementAims and Scope Call for Papers Editorial Board DOI and Crossref Publication Ethics Editorial Policies Publication Policies Subscription / Librarian Conference Special Issue Info ArchivesCurrent Issue & Archives Conference Special Issue Copyright © 2026 IARJSET This work is licensed under a Creative Commons Attribution 4.0 International License. Open chat