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Over the past several years I have collected and read many security research papers\/slides and have started a small catalog of sorts. The topics of these papers range from intrusion detection, anomaly detection, machine learning\/data mining, Internet scale data collection, malware analysis, and intrusion\/breach reports. I figured this collection might useful to others. All links lead to PDFs hosted here.<\/p>\n
I hope to clean this up (add author info, date, and publication) when I get some more time as well as adding some detailed notes I have on the various features, models, algorithms, and datasets used in many of these papers.<\/p>\n
Here are some of my favorites (nice uses of machine learning, graph analytics, and\/or anomaly detection to solve interesting security problems):<\/p>\n
Here is the entire collection:<\/p>\n