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:
Hidden Information Detection on Speech Signal Using Mel-Frequency Cepstral Coefficient and Linear Discriminant Analysis
Accepted at: KICS Summer 2020

Title 5:
Edge Computing-Based Anomaly Detection for Multi-Source Monitoring in Industrial Wireless Sensor Networks
Submitted to: ICTC 2020

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

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

Last Week's Progress

Title 6:
- Continued to do the simulation
- Worked on the LSTM classification
- Got the MAE values
- Wrote the problem formulation
- Added figures 6, 7, and 8 for simulation results
- Done the presentation Task 3

Title 7:
- Errors on classification process due to its classifier

This Week Todo's

Title 6:
- Write more paragraphs on introduction
- Get the detection accuracy
- Give a clearer explanation on performance evaluation

Title 7:
- Try to troubleshoot the errors
- Fine-tune the abstract and system model
- Read more references for background

Project Progress

IoT Applications for Smart Home

Last Week's Project

- Modified and fixed the old LiDAR (TF Mini Plus) by soldering the cables
- Set-up the Jetson Nano and its environment for our test-bed

This Week's Project

- Make a personal weekly schedule for report
- Try to connect the TF Mini Plus LiDAR to Jetson Nano
- Read some references related to the new LiDAR (Velobit LiDAR) and learn how it works

Monthly Goals

- Submit Title 5 (Done)
- 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