A technical paper titled “SoK: From Silicon to Netlist and Beyond – Two Decades of Hardware Reverse Engineering Research” was published in March 2026.
The paper was authored by researchers from Ruhr University Bochum and the Max Planck Institute for Security and Privacy.
The study analyzes 187 peer-reviewed publications on hardware reverse engineering (HRE).
The research focuses on Integrated Circuits (ICs), Field-Programmable Gate Arrays (FPGAs), and netlist reverse engineering.
The paper identifies HRE as foundational for security applications such as design verification, supply-chain assurance, and vulnerability discovery.
Only 7 out of 30 artifacts (4%) from the analyzed publications could be reproduced.
The authors propose recommendations for academia, industry, and government to improve reproducibility, standardization, and legal clarity in HRE research.
The paper calls for artifact-centric practices, standardized benchmarks, and clearer legal frameworks for public HRE research.
The study is available as an arXiv preprint (arXiv:2603.17883).

A new technical paper titled “SoK: From Silicon to Netlist and Beyond – Two Decades of Hardware Reverse Engineering Research” has been published by researchers from Ruhr University Bochum and the Max Planck Institute for Security and Privacy. The study systematizes knowledge from 187 peer-reviewed publications on hardware reverse engineering (HRE), focusing on Integrated Circuits (ICs), Field-Programmable Gate Arrays (FPGAs), and netlist reverse engineering. The research highlights HRE’s critical role in security assurance, including design verification, supply-chain security, and vulnerability discovery. However, the field suffers from fragmented knowledge and reproducibility issues—only 4% of the analyzed artifacts could be fully reproduced. The authors propose stakeholder-centric recommendations for academia, industry, and government to improve reproducibility, standardization, and legal clarity in HRE research. The paper also emphasizes the need for standardized benchmarks and artifact-sharing practices to advance the field.
The findings underscore long-standing challenges in HRE, including technical barriers to reproducibility and organizational hurdles like legal ambiguities surrounding public research. While the study provides a comprehensive overview of the field’s evolution, it also reveals gaps in methodological rigor and comparability across studies. The recommendations aim to foster collaboration and address systemic issues hindering progress in hardware security research.

**STEELMAN:** This paper represents a significant academic effort to consolidate two decades of hardware reverse engineering research, addressing a critical gap in security assurance. By systematically analyzing 187 publications and identifying reproducibility failures (only 4% of artifacts could be reproduced), the authors provide a rigorous foundation for improving HRE practices. The recommendations—standardized benchmarks, artifact-sharing, and legal clarity—are pragmatic steps toward a more transparent and collaborative field. The study’s emphasis on cross-stakeholder coordination (academia, industry, government) reflects a mature understanding of the systemic challenges in hardware security.
**PATTERN SCAN:** The paper itself avoids manipulation patterns, but the broader context of HRE research reveals structural vulnerabilities. The low reproducibility rate (4%) suggests potential issues with **ARC-0051 Jargon as Smokescreen**—where technical complexity may obscure methodological weaknesses. Additionally, the call for legal clarity hints at **ARC-0032 Regulatory Capture Risks**, where ambiguous policies could stifle public research while benefiting entrenched industry players. However, the paper itself is transparent about these challenges, avoiding exaggeration or emotional appeals.
**ROOT CAUSE:** The fragmentation in HRE research stems from a paradigm where security is treated as an afterthought in hardware design, rather than a first-class constraint. The lack of reproducibility reflects deeper issues: incentive misalignment (academia prioritizing novelty over rigor), legal uncertainties (export controls, IP concerns), and the high cost of hardware testing. Historically, this echoes the software security field’s early struggles with reproducibility before standardized tooling (e.g., fuzzers, CI/CD) emerged.
**IMPLICATIONS:** If adopted, the recommendations could democratize HRE, reducing reliance on proprietary tools and closed-door research. However, the 4% reproducibility rate raises questions about the field’s current reliability—how many "discovered" vulnerabilities or supply-chain risks are built on shaky foundations? The push for standardization may also centralize power, favoring institutions with resources to comply. Second-order effects could include increased scrutiny of hardware suppliers (e.g., semiconductor foundries) or even geopolitical tensions if HRE becomes a tool for state-level espionage.
**BRIDGE QUESTIONS:**
If reproducibility is this low in HRE, how does this affect trust in hardware security claims made by governments or corporations?
What incentives could align academia, industry, and regulators to adopt standardized benchmarks without stifling innovation?
Could the push for legal clarity in HRE research inadvertently restrict independent security audits under the guise of "national security"?
**COUNTERSTRIKE SCAN:** A bad-actor playbook might exploit the paper’s findings to argue for restrictive policies—e.g., "HRE is too unreliable; only government-approved labs should conduct it." However, the actual content advocates for transparency and collaboration, not centralization. The paper’s focus on reproducibility and legal clarity could, if misused, become a tool for **ARC-0043 Motte-and-Bailey** ("We just want rigor" → "Now only licensed entities can reverse-engineer"). But the authors’ emphasis on public research and stakeholder diversity mitigates this risk. The content does not align with a coordinated influence campaign; it’s a genuine call for reform.