Poking Around in the Dark: Why a Shared Understanding of Components Matters
- URL: http://arxiv.org/abs/2606.02442v1
- Date: Mon, 01 Jun 2026 16:12:26 GMT
- Title: Poking Around in the Dark: Why a Shared Understanding of Components Matters
- Abstract summary: We analyze the four popular SBOM generation tools to understand how they define and identify relevant components.<n>We assess these using a ground truth across the programming languages Python, Java, Go, PHP, Rust, and C.<n>We demonstrate that, under the current vague definitions and tooling, SBOMs exhibit ambiguity and blind spots in component inclusion.
- Score: 15.79463883263798
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: By listing the components included in an application, Software Bills of Materials (SBOMs) are intended to support the timely identification of vulnerable components and ensure the security of the software supply chain. However, we question the underlying assumption that there is agreement on the components to be listed in an SBOM and that current technology is sufficient to secure the software supply chain. First, we propose a ground-up analysis of Component Inclusion Mechanisms (CIM) in the software's development lifecycle. Then we systematically analyze the four popular SBOM generation tools, cdxgen, syft, trivy, ORT, and the Microsoft sbom-tool, to understand how they define and identify relevant components. Finally, we assess these using a ground truth across the programming languages Python, Java, Go, PHP, Rust, and C. While today's tools are a step toward identifying components, our results show that no tool covers all identified CIMs and that common gaps exist across tools. We demonstrate that, under the current vague definitions and tooling, SBOMs exhibit ambiguity and blind spots in component inclusion. Thus, a security-grade SBOM is not achievable with the evaluated tools, necessitating further progress to ensure software supply chain security. We need to go back to the drawing board to clarify which components should be included in an SBOM and revise SBOM generators accordingly. Without a shared understanding of what a component is, any effort to secure software supply chains with SBOMs will fail.
Related papers
- Securing LLM Agents Need Intent-to-Execution Integrity [49.490963596514185]
We argue that securing LLM agents requires defining an end-to-end correctness property that specifies when an agent's execution faithfully reflects the user's intent.<n>We observe that LLM agents are structurally analogous to compilers, where security violations correspond to mis-executions that do not preserve user intent.<n>We derive four integrity properties that must hold simultaneously: emphTool Integrity, emphInstruction Integrity, emphJudgment Integrity, and emphData Flow Integrity.
arXiv Detail & Related papers (2026-05-16T12:53:31Z) - Hidden Dependencies and Component Variants in SBOM-Based Software Composition Analysis [0.7057291175356535]
Software Bills of Material (SBOMs) have emerged as an important technology for vulnerability management amid rising supply-chain attacks.<n>This paper studies two mismatch patterns: hidden code-level dependencies that are not represented as component-level dependencies, and component variants (clones) that cannot be identified consistently by scanners.<n>These mismatches can lead to inconsistent vulnerability reporting and inconsistent handling of statements across popular SBOM-based vulnerability scanners.
arXiv Detail & Related papers (2026-04-23T04:46:41Z) - ToolRosetta: Bridging Open-Source Repositories and Large Language Model Agents through Automated Tool Standardization [51.92237664440418]
ToolRosetta is a framework that automatically translates open-source code repositories and APIs into MCP-compatible tools.<n>Given a user task, ToolRosetta autonomously plans toolchains, identifies relevant toolchains, and converts them into executable MCP services.
arXiv Detail & Related papers (2026-03-10T07:19:43Z) - A Large Scale Empirical Analysis on the Adherence Gap between Standards and Tools in SBOM [54.38424417079265]
A Software Bill of Materials (SBOM) is a machine-readable artifact that organizes software information.<n>Following standards, organizations have developed tools for generating and utilizing SBOMs.<n>This paper presents the first large-scale, two-stage empirical analysis of the adherence gap, using our automated evaluation framework, SAP.
arXiv Detail & Related papers (2026-01-09T08:26:05Z) - SBOMproof: Beyond Alleged SBOM Compliance for Supply Chain Security of Container Images [3.101218489580587]
Governments have recently introduced cybersecurity regulations that require vendors to share a software bill of material with end users or regulators.<n>An SBOM can be employed to identify the security vulnerabilities of a software component even without access to its source code.<n>This work evaluates this issue through a comprehensive study of tools for SBOM generation and vulnerability scanning.
arXiv Detail & Related papers (2025-10-07T11:17:51Z) - Supply Chain Insecurity: The Lack of Integrity Protection in SBOM Solutions [0.0]
The Software Bill of Materials (SBOM) is paramount in ensuring software supply chain security.<n>Under the Executive Order issued by President Biden, the adoption of the SBOM has become obligatory within the United States.<n>We present an in-depth and systematic investigation of the trust that can be put into the output of SBOMs.
arXiv Detail & Related papers (2024-12-06T15:52:12Z) - Specifications: The missing link to making the development of LLM systems an engineering discipline [65.10077876035417]
We discuss the progress the field has made so far-through advances like structured outputs, process supervision, and test-time compute.<n>We outline several future directions for research to enable the development of modular and reliable LLM-based systems.
arXiv Detail & Related papers (2024-11-25T07:48:31Z) - The Impact of SBOM Generators on Vulnerability Assessment in Python: A Comparison and a Novel Approach [56.4040698609393]
Software Bill of Materials (SBOM) has been promoted as a tool to increase transparency and verifiability in software composition.
Current SBOM generation tools often suffer from inaccuracies in identifying components and dependencies.
We propose PIP-sbom, a novel pip-inspired solution that addresses their shortcomings.
arXiv Detail & Related papers (2024-09-10T10:12:37Z) - A Landscape Study of Open Source and Proprietary Tools for Software Bill
of Materials (SBOM) [3.1190983209295076]
Software Bill of Materials (SBOM) is a repository that inventories all third-party components and dependencies used in an application.
Recent supply chain breaches underscore the urgent need to enhance software security and vulnerability risks.
This research paper conducts an empirical analysis to assess the current landscape of open-source and proprietary tools related to SBOM.
arXiv Detail & Related papers (2024-02-17T00:36:20Z) - On the Security Blind Spots of Software Composition Analysis [46.1389163921338]
We present a novel approach to detect vulnerable clones in the Maven repository.
We retrieve over 53k potential vulnerable clones from Maven Central.
We detect 727 confirmed vulnerable clones and synthesize a testable proof-of-vulnerability project for each of those.
arXiv Detail & Related papers (2023-06-08T20:14:46Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.