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
Target: ETFA 2020

Title 4:
Improved Network Intrusion Detection Using Hybrid Sequential Forward Feature Selection and Machine Learning
Rejected from: Elsevier Information Processing Letters (Reject)
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:
Anomaly Detection on Industrial Edge Devices Using Deep Learning With Long Short Term Memory
Taget: TBD (Summer Intensive 2020)

Last Week's Progress

Title 2:
- Under review

Title 3:
- Changed Fig 1 & 2
- Added Equation 2 & 3
- Fine-tuned the problem formulation
- Added more metrics and their explanation on evaluation metrics

Title 4:
- Under review

Title 5:
- Continued to do the simulation
- Fine-tuned the performance evaluation

This Week Todo's

Title 2:
- Under review

Title 3:
- Submit the paper within this week

Title 4:
- Under review

Title 5:
- Write the problem formulation in detail
- Fine-tune the performance evaluation
- Try to maximize the detection accuracy

Title 6:
- Try to conduct the simulation
- Write at least the abstract and introduction
- Draw the system model

Title 7:
- Read more references related to LSTM

Project Progress

IoT Platform

Last Week's Project

- Changed the concept to:
Development of emergency detection device and system in the privacy space based on imaging LiDAR
- Read a reference about fall detection

This Week's Project

- Wait for further instruction
- Continue to survey about fall detection and LiDAR implementation

Monthly Goals

- Submit Title 3
- Submit Title 4 (Done)
- 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