Changes between Version 6 and Version 7 of Other/Summer/2023/SecurityAI
- Timestamp:
- Jul 6, 2023, 3:33:20 PM (17 months ago)
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Other/Summer/2023/SecurityAI
v6 v7 12 12 13 13 == Week 1 == 14 **Summary** 14 15 * Established project objectives 15 16 * Covered and reviewed background information on topics (adversarial attacks, backdoor attacks, etc.) … … 19 20 [[Image({C52B7779-4CD1-40A3-9938-9711E34DFB86}.png)]] [[Image({C5E828CF-69BF-4DB6-9960-6A1E754AC68B}.png)]] 20 21 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.] 21 27 == Week 2 28 **Summary** 22 29 * Familiarized ourselves with PyTorch 23 30 * Stared researching papers about Smart User Authentication (WiFi-enabled IOT) 24 31 * 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] 26 39 27 40 == Week 3 41 **Summary** 28 42 * Continued learning advanced PyTorch functions for IoT interference data. 29 43 * Set up experiments to collect interference data from mobile devices 30 44 * Examined Channel State Information (CSI) Amplitudes 31 45 [[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 32 53 == Week 4 54 **Summary** 33 55 * Set up Linux virtual machine through VirtualBox (Ubuntu) 34 56 * Familiarized ourselves with Linux Terminal … … 37 59 [[Image(Screenshot 2023-07-06 110340.png)]] 38 60 61 **Resources**\\ 39 62 63 [https://github.com/seemoo-lab/nexmon_csi#getting-started] 64 65