Search Results - "Haile, Jed"
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Binary Analysis with Architecture and Code Section Detection using Supervised Machine Learning
Published in 2020 IEEE Security and Privacy Workshops (SPW) (01-05-2020)“…When presented with an unknown binary, which may or may not be complete, having the ability to determine information about it is critical to future reverse…”
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Conference Proceeding -
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Data Collection and Exploratory Analysis for Cyber Threat Intelligence Machine Learning Processes
Published in 2022 9th Swiss Conference on Data Science (SDS) (01-06-2022)“…Cyber threat intelligence powers machine learning and other data analysis techniques that provide enhanced protection and situational awareness to critical…”
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Conference Proceeding -
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Data-Driven Suitability Analysis to Enable Machine Learning Explainability and Security
Published in 2021 Resilience Week (RWS) (18-10-2021)“…This work posits that suitability analyses that pair machine learning best practices with domain knowledge mapped to statistically significant metrics can…”
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4
Comparing Ransomware using TLSH and @DisCo Analysis Frameworks
Published in 2021 IEEE International Conference on Big Data (Big Data) (15-12-2021)“…Modern malware indicators utilized by the current top threat feeds are easily bypassed and generated through enigmatic methods, leading to a lack of detection…”
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Conference Proceeding