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:
Edge Computing-Based Anomaly Detection for Multi-Source Monitoring in Industrial Wireless Sensor Networks
Submitted to: ETFA 2020

Title 4:
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 5:
Steganography Detection on Speech Signal Using Mel-Frequency Cepstral Coefficient and Linear Discriminant Analysis
Target: KICS Summer 2020

Title 6:
Real-time Network Anomaly Detection and Prediction for Industrial Control Systems
Target: ICTC 2020

Title 7:
LSTM Autoencoder-Based Anomaly Detection for Industrial Sensor Monitoring System
Taget: TBD (Summer Intensive 2020)

Last Week's Progress

Title 2:
- Rejected

Title 3:
- Wait for further notification

Title 5:
- Done with the simulation

Title 6:
- Continued to do the simulation
- Still encountered errors on classification process due to its classifier

Title 7:
- Changed the title
- Wrote the abstract, introduction, and a brief system model
- Done with the vibration sensor data training
- Read some references related to LSTM and autoencoder

This Week Todo's

Title 3:
- Wait for further notification

Title 5:
- Fine-tune the problem formulation
- Write the simulation results after fixing the graph

Title 6:
- Troubleshoot the errors and get the classification result
- Fine-tune the system model

Title 7:
- Continue to do the simulation
- Fine-tune the introduction
- Draw a clearer system model
- Read more references related to LSTM

Project Progress

IoT Platform

Last Week's Project

- Wait for further instruction

This Week's Project

- Wait for further instruction

Monthly Goals

- Submit Title 5
- Submit Title 6
- Get the simulation results for Title 7
- 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