Papers

Alifia Putri Anantha

Title 1:
Reducing Faulty Node Detection Delay in Industrial Internet of Things
Accepted at: KICS Summer 2019

Title 2:
Deep Reinforcement Learning with Edge Computing in Faulty-Node Detection for Industrial Internet of Things
Rejected from: Elsevier Manufacturing Letters
Resubmitted to: IEEE Wireless Communication Letters

Title 3:
Improved Network Intrusion Detection Using Hybrid Sequential Forward Feature Selection and Machine Learning
Rejected from: Elsevier Information Processing Letters
Resubmitted to: IEEE Communication Letters

Title 4:
Edge Computing-Based Anomaly Detection for Multi-Source Monitoring in Industrial Wireless Sensor Networks
Rejected from: ETFA 2020
New target: ICTC 2020

Title 5:
Steganography Detection on Speech Signal Using Mel-Frequency Cepstral Coefficient and Linear Discriminant Analysis
Target: KICS Summer 2020

Title 6:
LSTM Autoencoder-Based Anomaly Detection for Industrial IoT Sensor
Taget: TBD (Summer Intensive 2020)

Title 7:
Real-time Network Anomaly Detection and Prediction for Industrial Control Systems
Target: TBD

Last Week's Progress

Title 4:
- Rejected
- Changed the conference target to ICTC

Title 5:
- Done with the simulation

Title 6:
- Presentation Task 2
- Finalized the detection scheme
- Wrote the 'system model', 'LSTM autoencoder', and 'performance evaluation' sections
- Done the training and testing steps of bearing sensor data
- Read more references related to autoencoder

Title 7:
- Continued to do the simulation
- Still encountered errors on classification process due to its classifier

This Week Todo's

Title 4:
- Trim the paper contents into three pages
- Readability check

Title 5:
- Finalize the paper within this week
- Immediate submission

Title 6:
- Continue to do the simulation
- Change the title
- Determine the target system
- Add reference on datasets subsection

Title 7:
- Troubleshoot the errors and get the classification result
- Fine-tune the system model

Project Progress

IoT Platform

Last Week's Project

- Weekly team meeting
- Checked for the LiDAR from previous E-WAMS project
- Got the Jetson Nano and searched for installation tutorial

This Week's Project

- Weekly team meeting
- Install the Jetson Nano

Monthly Goals

- Submit Title 4
- Submit Title 5
- Get the simulation results for Title 6
- Find some interesting and novel ideas for my thesis
- Learn several algorithms of deep learning

Annual Goals

- Able to participate at least in one international conference
- Able to write and submit at least one journal