Research Paper Report

Network Intrusion Detection System Using CGN^2: A Sequential CNN–GNN Hybrid Architecture for High-Precision Detection

Date of Submission
22nd Feb 2026

General Information:

Year Of Paper Submission : 2025-26
Type of Applicant : Student
Selected Course : UG
Department of Applicant : COMPS
Class of Applicant : B.E.

Applicants Details:

UCID of Applicant : 2022300031
Applicant Name : Huzaif Nabi
Applicant Email : huzaif.nabi22@spit.ac.in
Applicant Contact Number : 6005907305
UCID of Applicant No. 2 : 2022300033
Applicant No. 2 Name : Isha Gupta
Applicant No. 2 Email : isha.gupta22@spit.ac.in
Applicant No. 2 Contact Number : 8999529980
UCID of Applicant No. 3 : 2022300045
Applicant No. 3 Name : Mohit Kasliwal
Applicant No. 3 Email : mohit.kasliwal22@spit.ac.in
Applicant No. 3 Contact Number : 9175849436

Guide Details:

Department of Guide No. 1 : Computer Engineering
Name of First Guide : Prof. Jyoti Ramteke
Department of Guide No. 2 : Computer Engineering
Name of Second Guide : Dr. Anant V. Nimkar

Paper Details:

Title of Paper : Network Intrusion Detection System Using CGN^2: A Sequential CNN–GNN Hybrid Architecture for High-Precision Detection
Type of Paper : international
Type of Publication : international
Name of the Conference/journal/publisher : 2026 IEEE International Conference for Convergence in Computing Technology (I3CTCON)
Date Of Conference / Journal / Book : 2026-03-14
Conference_Type : ieee
Name of the Hosting Institute of the Conference : Siddhant group of Institutions
Address of Host Institute : Pimpri, Pune
ISBN : Will be provided after publication of IEEE Conference Proceedings
Indexed : Scopus and Ei Compendex (via IEEE Xplore)