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Diksha Goel
Diksha Goel
Postdoctoral Fellow at Data61 CSIRO, Australia
Verified email at csiro.au - Homepage
Title
Cited by
Cited by
Year
Mobile phishing attacks and defence mechanisms: State of art and open research challenges
D Goel, AK Jain
Computers & Security 73, 519-544, 2018
2222018
Smishing-classifier: a novel framework for detection of smishing attack in mobile environment
D Goel, AK Jain
Smart and Innovative Trends in Next Generation Computing Technologies: Third …, 2018
392018
Predicting spam messages using back propagation neural network
AK Jain, D Goel, S Agarwal, Y Singh, G Bajaj
Wireless Personal Communications 110, 403-422, 2020
362020
Progressive transfer learning approach for identifying the leaf type by optimizing network parameters
D Joshi, V Mishra, H Srivastav, D Goel
Neural Processing Letters 53 (5), 3653-3676, 2021
242021
Defending Active Directory by Combining Neural Network based Dynamic Program and Evolutionary Diversity Optimisation
D Goel, MH Ward-Graham, A Neumann, F Neumann, H Nguyen, M Guo
Genetic and Evolutionary Computation Conference, (GECCO 2022), Boston, USA., 2022
142022
Evolving Reinforcement Learning Environment to Minimize Learner's Achievable Reward: An Application on Hardening Active Directory Systems
D Goel, A Neumann, F Neumann, H Nguyen, M Guo
The Genetic and Evolutionary Computation Conference (GECCO 2023), 2023
112023
Towards Deep Learning Enabled Cybersecurity Risk Assessment for Microservice Architectures
M Abdulsatar, H Ahmad, D Goel, F Ullah
arXiv preprint arXiv:2403.15169, 2024
42024
Overview of smartphone security: Attack and defense techniques
D Goel, AK Jain
Computer and Cyber Security, 249-279, 2018
42018
Effective graph-neural-network based models for discovering Structural Hole Spanners in large-scale and diverse networks
D Goel, H Shen, H Tian, M Guo
Expert Systems with Applications 249, 123636, 2024
32024
Enhancing Network Resilience through Machine Learning-powered Graph Combinatorial Optimization: Applications in Cyber Defense and Information Diffusion
D Goel
PhD Thesis, The University of Adelaide, 2023
32023
Discovering Top-k Structural Hole Spanners in Dynamic Networks
D Goel, H Shen, H Tian, M Guo
arXiv preprint arXiv:2302.13292, 2023
32023
Maintenance of structural hole spanners in dynamic networks
D Goel, H Shen, H Tian, M Guo
2021 IEEE 46th Conference on Local Computer Networks (LCN), 339-342, 2021
32021
Optimizing Cyber Defense in Dynamic Active Directories through Reinforcement Learning
D Goel, K Moore, M Guo, D Wang, M Kim, S Camtepe
To appear in ESORICS 2024; arXiv preprint arXiv:2406.19596, 2024
22024
Discovering Structural Hole Spanners in Dynamic Networks via Graph Neural Networks
D Goel, H Shen, H Tian, M Guo
The 21st IEEE/WIC/ACM International Conference on Web Intelligence and …, 2022
22022
Microservice Vulnerability Analysis: A Literature Review with Empirical Insights
RK Jayalath, H Ahmad, D Goel, MS Syed, F Ullah
IEEE Access, 2024
12024
A comprehensive survey on DDoS detection, mitigation, and defense strategies in software-defined networks
AK Jain, H Shukla, D Goel
Cluster Computing, 1-36, 2024
12024
Mechanism design for public projects via three machine learning based approaches
M Guo, D Goel, G Wang, R Guo, Y Sakurai, MA Babar
Autonomous Agents and Multi-Agent Systems 38 (1), 1-30, 2024
12024
Hardening Active Directory Graphs via Evolutionary Diversity Optimization based Policies
D Goel, M Ward, A Neumann, F Neumann, H Nguyen, M Guo
ACM Transactions on Evolutionary Learning, 2024
12024
Cost Sharing Public Project with Minimum Release Delay
M Guo, D Goel, G Wang, Y Yang, MA Babar
arXiv preprint arXiv:2305.11657, 2023
12023
Role-Based Authorization and Authentication Framework for Remote Service Access by In-Vehicle Users
D Goel, M Quamara
ICDSMLA 2019: Proceedings of the 1st International Conference on Data …, 2020
2020
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