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Automating Firmware Vulnerability Triage via High-Level Representations and Similarity Digests

Authors: Daniel Huici; Yousefnezhad, Narges; Costin, Andrei; Rodriguez, Ricardo J.;

Automating Firmware Vulnerability Triage via High-Level Representations and Similarity Digests

Abstract

This repository contains the dataset, target artifacts, and analysis scripts used in the paper 'Automating Firmware Vulnerability Triage via High-Level Representations and Similarity Digests'. šŸ“‚ Repository Structure openwrt-binary-analysis-corpus/ ā”œā”€ā”€ analysis/ # Results and output data │ ā”œā”€ā”€ final_report.json # Full results (TLSH function hashes + metadata) │ ā”œā”€ā”€ vuln_functions.json # Manually extracted vulnerable functions (TLSH) │ └── analysis_summary.json # Summary of the analysis ā”œā”€ā”€ firmware_images/ # OpenWrt firmware images (18.06.0 - 24.10.4) │ ā”œā”€ā”€ 18.06.0-x86_64-openwrt-18.06.0-x86-64-rootfs-ext4.img │ ā”œā”€ā”€ 18.06.0-arm-openwrt-18.06.0-armvirt-64-default-rootfs.tar.gz │ └── ... ā”œā”€ā”€ target_binaries/ # Analyzed target binaries │ ā”œā”€ā”€ x86/ │ │ ā”œā”€ā”€ dnsmasq-18.06.0 │ │ ā”œā”€ā”€ opkg-18.06.0 │ │ ā”œā”€ā”€ uhttpd-18.06.0 │ │ └── ... │ └── arm/ │ └── ... ā”œā”€ā”€ scripts/ # Automation tools | ā”œā”€ā”€ apotheosis/ # APOTHEOSIS index construction script │ ā”œā”€ā”€ script.py # Main analysis script │ └── requirements.txt # Python dependencies └── README.md

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average