Survey on Albert G's Blog https://blog.alberyt.xyz/tags/survey/ Recent content in Survey on Albert G's Blog Hugo -- 0.161.1 en Fri, 13 Jun 2025 07:30:52 +0000 Machine-Learning Models in Cyber-Security (2025 Survey): Transformers, Graph Nets & Autoencoders for Malware, Phishing & IPS https://blog.alberyt.xyz/posts/2025-ml-cybersecurity-survey/ Fri, 13 Jun 2025 07:30:52 +0000 https://blog.alberyt.xyz/posts/2025-ml-cybersecurity-survey/ A 2025 deep-dive survey of open-source ML architectures—Transformers, GNNs, CNNs, autoencoders—across malware analysis, phishing detection, network anomaly detection, cryptanalysis and intrusion prevention. Benchmarks, layer configs, real-time performance and adversarial robustness. Written by Deep Research (ChatGPT).