Ahmad Zainudin
Title 1: An Efficient Hybrid-DNN for DDoS Detection and Classification in Software-Defined IIoT Networks (Major Revision) – Winter Intensive
Submitted: IEEE Internet of Things Journal
Title 2: Towards Low-Complexity Federated Learning-based DDoS Classification in SDN-Enabled IIoT Networks (Processing)
Target: IEEE Journal
Title 3: FedDDoS: A Secure and Reliable Federated Learning-based DDoS Attacks Classification in IIoT(Processing)
Target: ICTC 2022
Title 4: Collaborative Learning for Cyber-Attack Detection in Maritime Transportation Systems (Processing)
Target: ICMIC 2022
Title 5: Privacy-Enhanced for Federated Learning-Based Intrusion Detection in Digital Twin-Enabled Industrial Cyber-Physical Systems (Summer Intensive) (Processing)
Target: IEEE Transactions on Industrial Informatics
Title 6: Federated Learning-based Intrusion Detection for Digital Twin-Enabled Industrial IoT Networks: A Technical Survey (Processing)
Target: IEEE Journal
Title 1:
*Under review
*Check periodically
Title 2:
*Continue to train a low-complexity model and try some network structures to find the best performance
*Fixing the model simulation
*Continue paper writing (Introduction, related works and proposed model)
*Read paper reviews
*Still increase accuracy performance with more attack classes
Title 3:
*Compare some federated learning frameworks for getting the best results and related with our proposed system
*Implement a secure communication scenario, paper review for additional related works
*Federated learning-based training for more workers or clients → performance evaluation
*Continue paper writing : Performance evaluation and discussion
*Continue finalize the paper writing
Title 4:
*Paper writing(proposed model and performance evaluation) → fixing a work-progress paper
*Continue simulation work
*Learn other public dataset for comparison
Title 5:
*Continue learning regarding federated learning-based model workflow and try to implement it
*Continue learn about some federated learning frameworks
*Read some related works
*Continue learning public dataset for intrusion detection in federated learning-based scenario
*Dataset preprocessing for federated learning-based security public dataset
*Learning regarding implementation of digital twin
*Continue read paper review regarding network virtualization in digital twin
*Starting for paper writing (introduction and related works)
Title 6:
*Continue papers review
*Brainstorming about proposed system than existing papers review
*Starting for paper writing (Continue for fixing introduction and related works parts)
*Learning regarding PRISMA for paper review workflow
Title 1:
*Under review
*Check periodically
Title 2:
*Train SDN-based intrusion detection dataset
*Applying a feature selection technique
*Continue to train a low-complexity model and try some network structures to find the best performance
*Continue paper writing (Introduction, related works and proposed model) → this week focus updating related works
*Read paper reviews for related works supporting
*Still increase accuracy performance with more attack classes
Title 3:
*Read some references and program examples for applying a secure aggregation in FL
*Implement a secure communication scenario, paper review for additional related works
*Continue paper writing : focus for fixing proposed system part
Title 4:
*Paper writing(proposed model and performance evaluation)
*Continue simulation work
*Learn other public dataset for comparison
*Paper review for add some related works part
Title 5:
*Continue learning regarding federated learning-based model workflow and try to implement it
*Continue learn about some federated learning frameworks
*Read some related works
*Continue learning public dataset for intrusion detection in federated learning-based scenario (IoT-based and cyber-security dataset)
*Dataset preprocessing for federated learning-based security public dataset and applying feature selection techniques
*Learning regarding implementation of digital twin, and digital platform
*Continue read paper review regarding network virtualization in digital twin
*Paper writing (continue fixing introduction and related works part)
Title 6:
*Continue papers review
*Brainstorming about proposed system than existing papers review
*Starting for paper writing (Continue for fixing introduction and related works parts)
*Continue learn regarding PRISMA for paper review workflow
Manufacturing Execution System (EMS)
# Learning about manufacturing execution system (MES)
# Learning proposal document from Prof and company
# Project meeting with all members for introducing the project
# Paper review regarding implementation of AI in raw material inventory management
“Raw material inventory optimization for MTO enterprises under price fluctuations”
# Continue learn project document
1. Preparing International conference (ICTC) paper and IEEE Journal paper
2. Working on summer intensive paper
2022 Goals:
1. Submit at least two SCI or SCIE journals
{IEEE IoT Journal}(In Revision)
2. Attend one international conference
3. Attend one domestic conference
{2022 KICS Winter Conference} (Published)
{2022 KICS Summer Conference} (Published)