PinnedJason TrostSecurity Data Science Learning ResourcesThis short post catalogs some resources that may be useful for those interested in security data science. It is not meant to be an…5 min read·May 5, 2019--1--1
PinnedJason TrostAuxiliary Loss Optimization for Hypothesis Augmentation for DGA Domain DetectionThis post outlines some experiments I ran using Auxiliary Loss Optimization for Hypothesis Augmentation (ALOHA) for DGA domain detection.6 min read·Jul 18, 2019----
PinnedJason TrostCollecting and Curating IOC Whitelists for Threat Intelligence and Machine Learning ResearchIn this post, I share my experience in building and maintaining large collections of benign IOCs (whitelists) for Threat Intelligence and…13 min read·Feb 2, 2020--2--2
PinnedJason TrostMining DNS MX Records for Fun and ProfitIf you have read my blog before, you may realize that I really love DNS data and dns analytics. In this post, I share some experiences in…8 min read·Jun 27, 2020----
PinnedJason TrostinThe StartupAll Your SPF Belong to us: Exploring Trust Relationships Through Global Scale SPF MiningIn this post we explore a large collection of Sender Policy Framework (SPF) records to see what they might tell us about global email…10 min read·Jul 6, 2020--2--2
Jason Trost3 Short Links on Applying Weak Supervision to Cybersecurity ProblemsIn this post, I share a few links of examples of using Weak Supervision for cyber security use cases. I was surprised that I couldn’t find…2 min read·Aug 7, 2022----
Jason Trost9 Short links on Network Beacon DetectionIn this post I share 9 links to resources related to Network Beacon detection.2 min read·Jan 16, 2022----
Jason Trost10 Short links on Cybersquatting domain detectionIn this short blog, I share 3 papers and 7 tools that focus on detecting cyber squatting domains (including typosquating, homograph…1 min read·Jan 8, 2022----
Jason Trost10 Short Links on Malicious Lateral Movement DetectionIn this short blog, I share six papers that focus on detecting malicious lateral movement (a.k.a. pivoting, a.k.a. island hopping).1 min read·May 30, 2021----
Jason Trost7 Short Links of Dictionary DGA DetectionIn this short blog, I share seven papers that focus on detecting Dictionary Domain Generation Algorithm (DGA) domains, A.K.A. Word-based…2 min read·May 12, 2021----
