Diksha Goel

According to our database, Diksha Goel authored at least 27 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Tracking top-k structural hole spanners in dynamic networks.

Diksha Goel, Hong Shen, Hui Tian, Mingyu Guo

Clust. Comput., October, 2025

Towards deep learning enabled cybersecurity risk assessment for microservice architectures.

Majid Abdulsatar, Hussain Ahmad, Diksha Goel, Faheem Ullah

Clust. Comput., October, 2025

From Promise to Peril: Rethinking Cybersecurity Red and Blue Teaming in the Age of LLMs.

Alsharif Abuadbba, Chris Hicks, Kristen Moore, Vasilios Mavroudis, Burak Hasircioglu, Diksha Goel, Piers Jennings

CoRR, June, 2025

Co-Evolutionary Defence of Active Directory Attack Graphs via GNN-Approximated Dynamic Programming.

Diksha Goel, Hussain Ahmad, Kristen Moore, Mingyu Guo

CoRR, May, 2025

Unveiling the Black Box: A Multi-Layer Framework for Explaining Reinforcement Learning-Based Cyber Agents.

Diksha Goel, Kristen Moore, Jeff Wang, Minjune Kim, Thanh Thi Nguyen

CoRR, May, 2025

CAMP in the Odyssey: Provably Robust Reinforcement Learning with Certified Radius Maximization.

Derui Wang, Kristen Moore, Diksha Goel, Minjune Kim, Gang Li, Yang Li, Robin Doss, Minhui Xue, Bo Li, Seyit Camtepe, Liming Zhu

CoRR, January, 2025

The Future of AI: Exploring the Potential of Large Concept Models.

Hussain Ahmad, Diksha Goel

CoRR, January, 2025

Detection and Prevention of Smishing Attacks.

Diksha Goel

CoRR, January, 2025

CAMP in the Odyssey: Provably Robust Reinforcement Learning with Certified Radius Maximization.

Derui Wang, Kristen Moore, Diksha Goel, Minjune Kim, Gang Li, Yang Li, Robin Ram Mohan Doss, Minhui Xue, Bo Li, Seyit Camtepe, Liming Zhu

Dataset, January, 2025

CyberAlly: Leveraging LLMs and Knowledge Graphs to Empower Cyber Defenders.

Minjune Kim, Jeff Wang, Kristen Moore, Diksha Goel, Derui Wang, Ahmad Mohsin, Ahmed Ibrahim, Robin Doss, Seyit Camtepe, Helge Janicke

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

2024

A comprehensive survey on DDoS detection, mitigation, and defense strategies in software-defined networks.

Ankit Kumar Jain, Hariom Shukla, Diksha Goel

Clust. Comput., December, 2024

Mechanism design for public projects via three machine learning based approaches.

Mingyu Guo, Diksha Goel, Guanhua Wang, Runqi Guo, Yuko Sakurai, Muhammad Ali Babar

Auton. Agents Multi Agent Syst., June, 2024

Effective graph-neural-network based models for discovering Structural Hole Spanners in large-scale and diverse networks.

Diksha Goel, Hong Shen, Hui Tian, Mingyu Guo

Expert Syst. Appl., 2024

Machine Learning Driven Smishing Detection Framework for Mobile Security.

Diksha Goel, Hussain Ahmad, Ankit Kumar Jain, Nikhil Kumar Goel

CoRR, 2024

ChatNVD: Advancing Cybersecurity Vulnerability Assessment with Large Language Models.

Shivansh Chopra, Hussain Ahmad, Diksha Goel, Claudia Szabo

CoRR, 2024

Microservice Vulnerability Analysis: A Literature Review With Empirical Insights.

Raveen Kanishka Jayalath, Hussain Ahmad, Diksha Goel, Muhammad Shuja Syed, Faheem Ullah

IEEE Access, 2024

Optimizing Cyber Defense in Dynamic Active Directories Through Reinforcement Learning.

Diksha Goel, Kristen Moore, Mingyu Guo, Derui Wang, Minjune Kim, Seyit Camtepe

Proceedings of the Computer Security - ESORICS 2024, 2024

2023

Enhancing Network Resilience through Machine Learning-powered Graph Combinatorial Optimization: Applications in Cyber Defense and Information Diffusion.

Diksha Goel

CoRR, 2023

Cost Sharing Public Project with Minimum Release Delay.

Mingyu Guo, Diksha Goel, Guanhua Wang, Yong Yang, Muhammad Ali Babar

CoRR, 2023

Discovering Top-k Structural Hole Spanners in Dynamic Networks.

Diksha Goel, Hong Shen, Hui Tian, Mingyu Guo

CoRR, 2023

Evolving Reinforcement Learning Environment to Minimize Learner's Achievable Reward: An Application on Hardening Active Directory Systems.

Diksha Goel, Aneta Neumann, Frank Neumann, Hung Nguyen, Mingyu Guo

Proceedings of the Genetic and Evolutionary Computation Conference, 2023

2022

Discovering Structural Hole Spanners in Dynamic Networks via Graph Neural Networks.

Diksha Goel, Hong Shen, Hui Tian, Mingyu Guo

Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2022

Defending active directory by combining neural network based dynamic program and evolutionary diversity optimisation.

Diksha Goel, Max Hector Ward-Graham, Aneta Neumann, Frank Neumann, Hung Nguyen, Mingyu Guo

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022

2021

Progressive Transfer Learning Approach for Identifying the Leaf Type by Optimizing Network Parameters.

Deepa Joshi, Vidyanand Mishra, Honey Srivastav, Diksha Goel

Neural Process. Lett., 2021

Maintenance of Structural Hole Spanners in Dynamic Networks.

Diksha Goel, Hong Shen, Hui Tian, Mingyu Guo

Proceedings of the 46th IEEE Conference on Local Computer Networks, 2021

2020

Predicting Spam Messages Using Back Propagation Neural Network.

Ankit Kumar Jain, Diksha Goel, Sanjli Agarwal, Yukta Singh, Gaurav Bajaj

Wirel. Pers. Commun., 2020

2018

Mobile phishing attacks and defence mechanisms: State of art and open research challenges.

Diksha Goel, Ankit Kumar Jain

Comput. Secur., 2018