Royyana Muslim Ijtihadie

Sepuluh Nopember Institute of Technology — ID

Computer Science · Physical Sciences

10h-index291citations115works0.62yr avg
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Research Topics

Network Security and Intrusion Detection(21), Advanced Steganography and Watermarking Techniques(16), Digital Media Forensic Detection(14), Chaos-based Image/Signal Encryption(12), Advanced Malware Detection Techniques(11)

Publications115 total

DiLLeMa: An extensible and scalable framework for distributed large language models (LLMs) inference on multi-GPU clusters
SoftwareX·2026Open Access
A Comparative Study Evaluation of Kafka and RabbitMQ: Performance, Scalability and Stress Test in Distributed Messaging Systems
JUTI Jurnal Ilmiah Teknologi Informasi·2026Open Access
MedRec-Secure: A Framework for Confidentiality Preservation in Medical Patient Records
International Journal of Safety and Security Engineering·2025Open Access
Transformer Models and Data Augmentation for Multi-Label Advanced Persistent Threat Entity Recognition
2025
Interpolation-based Reversible Data Hiding with Prediction Error Expansion for Secure Patient Data in Medical Images
2025
PANTAS: An energy-aware task scheduling and offloading method in edge-cloud computing using metaheuristic algorithms
Journal of Engineering Research·2025Open Access
Graph metadata dataset from grouped botnet network activities
Data in Brief·2025Open Access
SHAP-based feature selection and MASV-weighted SMOTE for enhanced attack detection in VANETs
Vehicular Communications·2025· 1 cited
NTRF-Net: A fuzzy logic-enhanced convolutional neural network for detecting hidden data in digital images
Signal Processing Image Communication·2025
Hybrid Sampling Approach for Enhanced Botnet Spam Detection Using Two-Stack Machine Learning
2025
Leveraging Temporal and Statistical Features for Improved Falsification Attack Detection in Vehicular Ad Hoc Networks
2025
A Tag-Constrained Top-k Shortest Path for Finding Diverse Routes
Jurnal Nasional Pendidikan Teknik Informatika (JANAPATI)·2025Open Access
Comparative Analysis of Two-Step Machine Learning Models for Botnet SPAM Detection
International Journal of Safety and Security Engineering·2025Open Access
Anomaly Detection in Application Logs with Attention Mechanism-Enhanced LSTM
2025
Feature Selection with Chi-Squared and Heuristic Analysis for Optimal Feature Set in Botnet Activity Group Detection
2025
Survey on Risks Cyber Security in Edge Computing for The Internet of Things Understanding Cyber Attacks Threats and Mitigation
JUTI Jurnal Ilmiah Teknologi Informasi·2025Open Access
HSDetect-Net: A Fuzzy-Based Deep Learning Steganalysis Framework to Detect Possible Hidden Data in Digital Images
IEEE Access·2025· 6 citedOpen Access
SB-Net: A Novel Spam Botnet Detection Scheme With Two-Stage Cascade Learner and Ensemble Feature Selection
IEEE Open Journal of the Communications Society·2025Open Access
Ensemble Network Graph-Based Classification for Botnet Detection Using Adaptive Weighting and Feature Extraction
IEEE Access·2025· 4 citedOpen Access
Enhancing MQTT Intrusion Detection in IoT Using Machine Learning and Feature Engineering
IEEE Open Journal of the Communications Society·2025Open Access
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Frequent Co-authors

Tohari Ahmad(31), Waskitho Wibisono(9), Bagus Jati Santoso(9), Hudan Studiawan(6), Baskoro Adi Pratomo(5), Ary Mazharuddin Shiddiqi(4), Tsuyoshi Usagawa(4), Muhammad Aidiel Rachman Putra(4), Dandy Pramana Hostiadi(4), Radityo Anggoro(3), Achmad Affandi(3), Yoshifumi Chisaki(3), Ntivuguruzwa Jean De La Croix(3), Muchammad Husni(3), Bekti Cahyo Hidayanto(2), Chaidir Chalaf Islamy(2), Supeno Djanali(2), I Gede Agung Krisna Pamungkas(2), Wahyu Suadi(2), Radityo Anggoro(2)