Changes between Version 6 and Version 7 of Other/Summer/2023/SecurityAI


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Timestamp:
Jul 6, 2023, 3:33:20 PM (12 months ago)
Author:
EthanLung
Comment:

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  • Other/Summer/2023/SecurityAI

    v6 v7  
    1212
    1313== Week 1 ==
     14**Summary**
    1415* Established project objectives
    1516* Covered and reviewed background information on topics (adversarial attacks, backdoor attacks, etc.)
     
    1920[[Image({C52B7779-4CD1-40A3-9938-9711E34DFB86}.png)]]  [[Image({C5E828CF-69BF-4DB6-9960-6A1E754AC68B}.png​)]]
    2021
     22**Resources**\\
     23
     24[https://venturebeat.com/security/adversarial-attacks-in-machine-learning-what-they-are-and-how-to-stop-them/]\\
     25
     26[https://www.engati.com/blog/ai-for-cybersecurity#:~:text=AI%20in%20cybersecurity%20eliminates%20time,on%20more%20critical%20security%20tasks.]
    2127== Week 2
     28**Summary**
    2229* Familiarized ourselves with PyTorch 
    2330* Stared researching papers about Smart User Authentication (WiFi-enabled IOT)
    2431* Explored into attack mitigation
    25 [[Image({038A11F1-8AFA-4FD5-ACAA-462CE34D7381}.png)]]  [[Image({5C10995F-B102-434A-B0D0-4469118B9B63}.png)]]
     32[[Image({038A11F1-8AFA-4FD5-ACAA-462CE34D7381}.png)]]  [[Image({30880812-ECF5-4090-B6C4-E00FFA0DF872}.png​)]]
     33
     34**Resources**\\
     35
     36[https://pytorch.org/tutorials/beginner/basics/intro.html]\\
     37
     38[https://www.hypr.com/security-encyclopedia/iot-authentication#:~:text=IoT%20(Internet%20of%20Things)%20Authentication,%2C%20transportation%20hubs%2C%20and%20workplaces]
    2639
    2740== Week 3
     41**Summary**
    2842* Continued learning advanced PyTorch functions for IoT interference data.
    2943* Set up experiments to collect interference data from mobile devices
    3044* Examined Channel State Information (CSI) Amplitudes
    3145[[Image(Screenshot 2023-07-06 110736.png)]]
     46
     47**Resources**\\
     48
     49[http://tns.thss.tsinghua.edu.cn/wst/docs/pre/]\\
     50
     51[https://www.mdpi.com/1099-4300/23/9/1164#:~:text=The%20physical%20meaning%20of%20CSI,fading%20%5B26%2C27%5D]
     52
    3253== Week 4
     54**Summary**
    3355* Set up Linux virtual machine through VirtualBox (Ubuntu)
    3456* Familiarized ourselves with Linux Terminal
     
    3759[[Image(Screenshot 2023-07-06 110340.png)]]
    3860
     61**Resources**\\
    3962
     63[https://github.com/seemoo-lab/nexmon_csi#getting-started]
     64
     65