A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.
Paper builds ML classifier to detect crypto-ransomware.
Paper evaluates ML's resilience in detecting ransomware.
This work develops agents to learn generalizable policies for dynamic network environments.
This paper aims to optimize incident-specific cyber insurance design.
Cyber attacks are growing in frequency and severity. Over the past year alone we have witnessed massive data breaches that stole personal information of millions of people and wide-scale ransomware attacks that paralyzed critical infrastructure of several countries. Combating the rising cyber threat calls for a multi-p…
The paper introduces a US crime index to assess financial losses from property and cyber crimes.
Improved malware detection by adding auxiliary loss terms to a neural network.
Model quantifies cyber-attacks' impact on firms and insurers.