LiveFuzz extends directed greybox fuzzing with abstract path mapping and risk-based mutation to expose library vulnerabilities from client programs on a 61-case dataset, reaching more target paths and triggering three vulnerabilities no baseline found.
A vailable: https://arxiv.org/abs/2205.02544
3 Pith papers cite this work. Polarity classification is still indexing.
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A multi-year observational study of Log4Shell scanning and exploitation from an Indian network telescope (2021-2025) finds persistent activity with infrastructure concentration, increased payload obfuscation, and vantage-point-specific differences.
Large-scale analysis of 1.07 million npm packages shows 21.6% have at least one vulnerable dependency, with the top 23 vulnerabilities accounting for 50% of cases and an average 4-year-11-month fix delay.
citing papers explorer
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Triggering and Detecting Exploitable Library Vulnerability from the Client by Directed Greybox Fuzzing
LiveFuzz extends directed greybox fuzzing with abstract path mapping and risk-based mutation to expose library vulnerabilities from client programs on a 61-case dataset, reaching more target paths and triggering three vulnerabilities no baseline found.
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A Longitudinal Measurement Study of Log4Shell Exploitation from a Reactive Network Telescope
A multi-year observational study of Log4Shell scanning and exploitation from an Indian network telescope (2021-2025) finds persistent activity with infrastructure concentration, increased payload obfuscation, and vantage-point-specific differences.
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Original Sin of npm: A Study on Vulnerability Propagation in JavaScript Dependency Networks
Large-scale analysis of 1.07 million npm packages shows 21.6% have at least one vulnerable dependency, with the top 23 vulnerabilities accounting for 50% of cases and an average 4-year-11-month fix delay.