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…May 5, 20191May 5, 20191
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.Jul 18, 2019Jul 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…Feb 2, 20202Feb 2, 20202
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…Jun 27, 2020Jun 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…Jul 6, 20202Jul 6, 20202
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…Aug 7, 2022Aug 7, 2022
Jason Trost9 Short links on Network Beacon DetectionIn this post I share 9 links to resources related to Network Beacon detection.Jan 16, 2022Jan 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…Jan 8, 2022Jan 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).May 30, 2021May 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…May 12, 2021May 12, 2021
