13th International Conference on Artificial Intelligence and Applications (AIAPP 2026)

#ArtificialIntelligence #machinelearning #deeplearning #decisionmaking #robotics #naturallanguageprocessing #computervision #optimization #CognitiveComputing #datamining #BigData #informationretrieval #bioinformatics #FuzzyLogic #neuralnetworks #ParallelProcessing #computerscience #engineering #informationtechnology #SemanticWeb #multimedia #patternrecognition #mechatronics #Computing #education #programming #softcomputing #technology #dataanalytics #hardware #deployment #simulation #modeling #computationalintelligence #informatics #reasoning #software #ubiquitouscomputing #recognition

Submit Your Research Articles...!!!

Welcome To AIAPP 2026

13th International Conference on Artificial Intelligence and Applications (AIAPP 2026)

May 16 ~ 17, 2026, Zurich, Switzerland

Webpage URL: https://aiapp2026.org/index

Submission Deadline: February 07, 2026

Contact us:

Here's where you can reach us: aiapp@aiapp2026.org (or) aiappconfere@yahoo.com

Submission URL: https://cosit2026.org/submission/index.php

International Journal of Network Security & Its Applications (IJNSA)

International Journal of Network Security & Its Applications (IJNSA)

ISSN: 0974 - 9330 (Online); 0975 - 2307 (Print)

Webpage URL: https://airccse.org/journal/ijnsa.html

Empirical Telemetry-based Metrics for Evaluating Honeypot Realism and Deception Effectiveness

Teresita Noelia Nunez Migliorisi, University of Delaware, USA

Abstract

Honeypots remain critical tools for cyber deception, adversarial observation, and proactive threat intelligence. However, despite decades of development, the field still lacks a standardized and empirically validated framework for assessing deception effectiveness. Existing studies rely heavily on raw connection counts or ad hoc indicators, limiting reproducibility, comparability, and operational relevance. This paper presents a telemetry-driven methodology for evaluating honeypot realism and deception effectiveness across measurable behavioral dimensions. Using both a baseline cloud honeynet and an Enhanced Realism-Driven Honeynet (ERDH) modeled on a healthcare research environment, it's empirically demonstrated that domain-consistent realism significantly increases attacker dwell time, interaction depth, behavioral diversity, and malware family richness.

Keywords

Honeypots, Deception, Engagement, Telemetry, Metrics, Evaluation, Standardization, NIST

Abstract URL: http://aircconline.com/abstract/ijnsa/v18n1/18126ijnsa01.html

Original Source URL: https://aircconline.com/ijnsa/V18N1/18126ijnsa01.pdf

Volume URL: https://airccse.org/journal/jnsa26_current.html

International Journal of Network Security & Its Applications (IJNSA) - ERA Indexed

#networksecurity #artificialintelligence #machinelearning #security #blockchain #technology #cybersecurity #cloud #fog #edge #crytography #protocols #datacenter #network #optimization #database #systemsecurity #spam #phishing #email #iot #internetsecurity #intrusion #detection #prevention #mobile #adhoc #sensor #p2p #networkmanagement #virtualmachines #vanet #socialnetwork #ddos #trust #privacy #wirelessnetwork #ubiquitouscomputing #virus #worms #trojan #hacking #ransomware #computer #cloudsecurity #malware #firewall #bigdata #informationsecurity #cloudcomputing #dataprotection #networking #cloudstorage #cybercrime #cyberattack #ethicalhacking #datasecurity #tech #itsecurity #internet #computerscience #server #dataprivacy

Submit Your Research Articles...!!!

Welcome To IJNSA

International Journal of Network Security & Its Applications (IJNSA) - ERA Indexed

ISSN: 0974 - 9330 (Online); 0975 - 2307 (Print)

Webpage URL: https://airccse.org/journal/ijnsa.html

Submission Deadline: February 08, 2026

Contact us:

Here's where you can reach us: ijnsa@aircconline.com (or) ijnsa@airccse.org (or) ijnsajournl@gmail.com

Submission URL: https://airccse.com/submissioncs/home.html

International Journal of Network Security & Its Applications (IJNSA) - Current Issue: January 2026, Volume 18, Number 1

#networksecurity #security #network #blockchain #technology #cybersecurity #artificialintelligence #machinelearning #database #systemsecurity #optimization #internetsecurity #mobile #adhoc #sensors #protocols #Management #intrusion #detection #prevention

International Journal of Network Security & Its Applications (IJNSA) - ERA Indexed

ISSN: 0974 - 9330 (Online); 0975 - 2307 (Print)

Webpage URL: https://airccse.org/journal/ijnsa.html

Current Issue: January 2026, Volume 18, Number 1

Empirical Telemetry-based Metrics for Evaluating Honeypot Realism and Deception Effectiveness

Teresita Noelia Nunez Migliorisi, University of Delaware, USA

Abstract URL: http://aircconline.com/abstract/ijnsa/v18n1/18126ijnsa01.html

Original Source URL: https://aircconline.com/ijnsa/V18N1/18126ijnsa01.pdf

Optimized Naive Bayes for Phishing Website Detection using Hybrid TF - IDF and Character Level URL Features

Hieu Ngo Van, Tin Trinh Quang, Phuong Nguyen Thi Thanh, Huong Mai Quoc and Dung Nguyen Thi Thuy, Duy Tan University, Vietnam

Abstract URL: http://aircconline.com/abstract/ijnsa/v18n1/18126ijnsa02.html

Original Source URL: https://aircconline.com/ijnsa/V18N1/18126ijnsa02.pdf

Advanced Graph Neural Network Mechanisms for IoT Network Intrusion Detection: A Comprehensive Study of Prototype-Based, Contrastive, and Structure Learning Approaches

Mehmet Baris Yaman, Foundational Technology, Turkey

Abstract URL: http://aircconline.com/abstract/ijnsa/v18n1/18126ijnsa03.html

Original Source URL: https://aircconline.com/ijnsa/V18N1/18126ijnsa03.pdf

Machine Learning for Network Intrusion Detection in Usa Critical Infrastructure: Challenges and Opportunities

Joy Selasi Agbesi 1, Abigail Nanayaa Otchill 2, Raymond Horlalie Tay 3 and Noah K. Bamfo 4 , 1Ohio University, USA, 2Foundation and Support, United States, 3College of Engineering Northeastern University, United States, 4Consulting Network Engineer, United States

Abstract URL: http://aircconline.com/abstract/ijnsa/v18n1/18126ijnsa04.html

Original Source URL: https://aircconline.com/ijnsa/V18N1/18126ijnsa04.pdf

OTN in the 5g Era: Transporting Massive Ip-Based Mobile Traffic

Joy Selasi Agbesi , Ohio University, USA

Abstract URL: http://aircconline.com/abstract/ijnsa/v18n1/18126ijnsa05.html

Original Source URL: https://aircconline.com/ijnsa/V18N1/18126ijnsa05.pdf

Volume URL: https://airccse.org/journal/jnsa26_current.html

Contact us:

Here's where you can reach us : ijnsa@airccse.org or ijnsa@aircconline.com or ijnsajournl@gmail.com

International Journal of Network Security & Its Applications (IJNSA) - ERA Indexed

#adhoc #sensor #p2p #networkmanagement #virtualmachines #vanet #socialnetwork #ddos #trust #privacy #wirelessnetwork #ubiquitouscomputing #virus #worms #trojan #hacking #ransomware #computer #cloudsecurity #malware #firewall #bigdata #informationsecurity #cloudcomputing #dataprotection #networking #cloudstorage #cybercrime #cyberattack #ethicalhacking #datasecurity #tech #itsecurity #internet #computerscience #server #dataprivacy

Welcome To IJNSA

International Journal of Network Security & Its Applications (IJNSA) - ERA Indexed

ISSN: 0974 - 9330 (Online); 0975 - 2307 (Print)

Webpage URL: https://airccse.org/journal/ijnsa.html

Allconferencecfpalerts URL: https://allconferencecfpalerts.com/cfp/view.php?eno=67058

Submission Deadline: January 31, 2026

Contact us: ijnsa@aircconline.com (or) ijnsa@airccse.org (or) ijnsajournl@gmail.com

Submission URL: https://airccse.com/submissioncs/home.html

International Journal of Network Security & Its Applications (IJNSA)

#CallForPapers #CallForAbstracts #callforsubmissions #Papersubmission #deadline #online #article #articlesubmission #articlepublishing #papers #research #researchpaper #researchpublication #publication #Submission #submitnow #submissionsopen #SubmitYourPaper #SubmitYourAbstract #submityourwork

Welcome To IJNSA

International Journal of Network Security & Its Applications (IJNSA)

ISSN: 0974 - 9330 (Online); 0975 - 2307 (Print)

Paper Submission

Authors are invited to submit papers for this journal through Submission System. Submissions must be original and should not have been published previously or be under consideration for publication while being evaluated for this Journal. For paper format download the template here.

Manuscript Template --- https://airccse.org/journal/aircc_template.doc

Submission URL: https://airccse.com/submissioncs/home.html

Contact us: ijnsa@aircconline.com (or) ijnsa@airccse.org (or) ijnsajournl@gmail.com

Visit Us: https://airccse.org/journal/ijnsa.html

International Journal of Network Security & Its Applications (IJNSA)

International Journal of Network Security & Its Applications (IJNSA)

ISSN: 0974 - 9330 (Online); 0975 - 2307 (Print)

Webpage URL: https://airccse.org/journal/ijnsa.html

System Call Dependence Graph Based Behavior Decomposition of Android Applications

Bin Zhao, JD.com Silicon Valley R&D Center, USA

Abstract

Millions of developers and third-party organizations have flooded into the Android ecosystem due to Android’s open-source feature and low barriers to entry for developers. .However, that also attracts many attackers. Over 90 percent of mobile malware is found targeted on Android. Though Android provides multiple security features and layers to protect user data and system resources, there are still some overprivileged applications in Google Play Store or third-party Android app stores at wild. In this paper, we proposed an approach to map system level behavior and Android APIs, based on the observation that system level behaviors cannot be avoided but sensitive Android APIs could be evaded.To the best of our knowledge, our approach provides the first work to decompose Android application behaviors based on system-level behaviors. We then map system level behaviors and Android APIs through System Call Dependence Graphs. The study also shows that our approach can effectively identify potential permission abusing, with an almost negligible performance impact.

Keywords

Behavior Representation, System Call Dependence Graph, Privilege Escalation, Android APIs

Abstract URL: http://aircconline.com/abstract/ijnsa/v11n4/11419ijnsa03.html

Original Source URL: https://aircconline.com/ijnsa/V11N4/11419ijnsa03.pdf

Volume URL: https://airccse.org/journal/jnsa19_current.html