activity
20202025
most citedHARMer: Cyber-attacks Automation and Evaluation

77 citations · 114 across the 8 of their papers we have counts for

collaborators

8 papers

cs.CR2025

A Practical Honeypot-Based Threat Intelligence Framework for Cyber Defence in the Cloud

Darren Malvern Chin, Bilal Isfaq, Simon Yusuf Enoch

In cloud environments, conventional firewalls rely on predefined rules and manual configurations, limiting their ability to respond effectively to evolving or zero-day threats. As…

cs.CR2025

Threat-Specific Risk Assessment for IP Multimedia Subsystem Networks Based on Hierarchical Models

Abdullah Ehsan Shaikh, Simon Yusuf Enoch

Over the years, IP Multimedia Subsystems (IMS) networks have become increasingly critical as they form the backbone of modern telecommunications, enabling the integration of multim…

cs.LG2022

Semantic Preserving Adversarial Attack Generation with Autoencoder and Genetic Algorithm

Xinyi Wang, Simon Yusuf Enoch, Dong Seong Kim

Widely used deep learning models are found to have poor robustness. Little noises can fool state-of-the-art models into making incorrect predictions. While there is a great deal of…

cs.CR2022

Markov Decision Process For Automatic Cyber Defense

Xiaofan Zhou, Simon Yusuf Enoch, Dong Seong Kim

It is challenging for a security analyst to detect or defend against cyber-attacks. Moreover, traditional defense deployment methods require the security analyst to manually enforc…

cs.CR2021

A Survey on Threat Situation Awareness Systems: Framework, Techniques, and Insights

Hooman Alavizadeh, Julian Jang-Jaccard, Simon Yusuf Enoch +4

Cyberspace is full of uncertainty in terms of advanced and sophisticated cyber threats which are equipped with novel approaches to learn the system and propagate themselves, such a…

cs.CR2021★ 12 cited

Model-based Cybersecurity Analysis: Past Work and Future Directions

Simon Yusuf Enoch, Mengmeng Ge, Jin B. Hong +1

Model-based evaluation in cybersecurity has a long history. Attack Graphs (AGs) and Attack Trees (ATs) were the earlier developed graphical security models for cybersecurity analys…

cs.CR2020★ 25 cited

Composite Metrics for Network Security Analysis

Simon Yusuf Enoch, Jin B. Hong, Mengmeng Ge +1

Security metrics present the security level of a system or a network in both qualitative and quantitative ways. In general, security metrics are used to assess the security level o…

cs.CR2020★ 77 cited

HARMer: Cyber-attacks Automation and Evaluation

Simon Yusuf Enoch, Zhibin Huang, Chun Yong Moon +3

With the increasing growth of cyber-attack incidences, it is important to develop innovative and effective techniques to assess and defend networked systems against cyber attacks.…