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Traffic Analysis Exercise 2025-01-22: Download From Fake Software Site
In this blog post, I show my solution to the Traffic Analysis Exercise 2025-01-22: Download From Fake Software Site by malware-traffic-analysis.net. The questions What is the IP address of the infected Windows client? What is the mac address of the infected Windows client? What is the host name of the...
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Fixing VAE model reconstructions - training with different loss function: why and why it works
In my journey to deepen my understanding of machine learning, I decided to implement various models from scratch, starting with Autoencoders (AEs) and gradually progressing to more complex architectures like Variational Autoencoders (VAEs). Each step has been a valuable learning experience, helping me grasp the theoretical concepts while gaining hands-on...
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How I optimized Java Swing pixel drawing in terms of CPU, memory, and GPU
In this post, I’ll show you how I optimize code in fun and interesting way. I was in the process of creating NES emulator. For those who don’t know, Nintendo Entertainment System (NES) is a game console that was released in 1983. It was the first console that was popular...