← Back to the AI Evidence NetworkPermanent public evidence dossierRES
Evaluating and improving the robustness of security attack detectors generated by LLMs
output:c34b4545634180b79e295036This dossier keeps one entity, its published attributes, every direct edge and the supporting source snapshots under a stable URL.
Identity extends only as far as the published stable identifier or explicit mapping. Similar names are not merged. Missing links mean not observed in the bounded sources—not absent in reality.
identity ≠ name similarity · edge ≠ causalityEvery direct connection and its proof
The relation label and evidence class describe the entire claim. Open the source record before drawing a broader conclusion.
edge:project-output:101120393:c34b4545634180b79e295036Relationshiphas_observed_output
→ProjectSec4AI4Sec · Cybersecurity for AI-Augmented Systems
cordis_project_code
No additional excerpt published.
Open source ↗Fields retained with this identity
Attributes are descriptive source fields. They do not create cross-dataset identity unless an edge states that join explicitly.
- Citation Count
- 0
- Is Open Access
- true
- Open Aire Id
- doi_dedup___::ada9d03d688259334b98100b7d8d43a1
- Output Type
- publication
- Persistent Identifiers
- 2411.18216 · 10.1007/s10664-025-10743-w · 10.48550/arxiv.2411.18216
- Publication Date
- 2025-12-05
Inspect the source snapshots
A source snapshot describes what was available at collection time. Corrections and later publications can change future observations.
german-ai-research-to-transfer-indexdoi_dedup___::ada9d03d688259334b98100b7d8d43a1 · openaire_research_product_id
↗Open original sourcegerman-ai-research-to-transfer-index101120393:output:c34b4545634180b79e295036 · cordis_project_code
↗Open original sourceReturn to the full evidence network
Search every published entity, inspect one-hop neighbourhoods and find the bridges public data still cannot support.