Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T17:28:40.745417Z
Paper Citation Record · LEDGER
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack
As of 7 August 2026, this Paper Citation Record lists 68 of 68 outbound references and 0 inbound Pith citation observations for arXiv:2507.10836.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
68 of 68 outbound references displayed
- verified exact6
- verified fuzzy5
- unresolved56
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation f96bbb09-6215-4f50-945f-a3790304f963 · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:52.885950Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d9dcb489-1392-459d-b067-3b1d2bc1ea07 · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:52.718594Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 90fd7237-7345-49da-a88b-50a54a5207b7 · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:52.508542Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b6763e2b-b8be-490e-af77-b6ff45292fc3 · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:52.338587Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 50ffd622-65e8-45a3-8bb4-e11b1219d3cb · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:51.980937Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fd7bcf88-cce1-4919-b2fc-7707c40db44f · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:51.585353Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d7a0bfa0-a126-4380-bad6-c40d1b0685e4 · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:51.433095Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4cacf2fc-feb3-4880-b6ca-113b65cb0c0e · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:51.286568Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ca505cbe-486d-4802-8ec6-d3e44ea284d9 · outbound
This paper cites Graph-based Solutions with Residuals for Intrusion Detection: the Modified E-GraphSAGE and E-ResGAT Algorithms.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Graph-based Solutions with Residuals for Intrusion Detection: the Modified E-GraphSAGE and E-ResGAT Algorithms
Reference 9
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T17:28:41.772186Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7c838cc7-8b31-4bd0-aee9-2e7298d9483d · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:50.885546Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4b2405ef-7d15-44bc-bc49-27cd5d653c89 · outbound
This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:28:35.448547Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2265cc5-4013-41d4-b78f-5ab9a940bd34 · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:50.693873Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 88711fab-1f28-4c40-8674-445d98da7dfd · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:50.474878Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e29482a0-40e7-4bb1-8b29-b835af4baf38 · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:50.257007Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8f67b7a0-f62e-4b8c-871b-e17dadfe9174 · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:49.991249Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 59013de0-454c-4e22-adf1-b89c2543772c · outbound
This paper cites Adversarial Challenges in Network Intrusion Detection Systems: Research Insights and Future Prospects.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Adversarial Challenges in Network Intrusion Detection Systems: Research Insights and Future Prospects
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:28:35.868329Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 51e52922-cda9-49ad-aa5d-b199a72578ab · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:49.775593Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 57802b96-a44a-491e-8542-97e63f79aefd · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:49.348983Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9d1a6e18-d3e1-4c14-bfb3-c8617f31da85 · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:49.087151Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 71bfd855-51dc-4956-8905-1c286936ebdb · outbound
This paper cites Expectations Versus Reality: Evaluating Intrusion Detection Systems in Practice.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Expectations Versus Reality: Evaluating Intrusion Detection Systems in Practice
Reference 20
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T17:28:41.538699Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1b456e2d-4c9b-4f3f-85f0-67cad4d70430 · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:48.927543Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bee94247-37e9-4962-b5e9-b0eced620920 · outbound
This paper cites CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion Detection.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion Detection
Reference 22
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T17:28:41.427368Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 39b7f938-c4d4-4774-904a-b0a643cd546f · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:48.766577Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d115a924-63de-4b6d-ab96-8cd700c489ca · outbound
This paper cites The Case for Retraining of ML Models for IoT Device Identification at the Edge.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack The Case for Retraining of ML Models for IoT Device Identification at the Edge
Reference 24
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T17:28:41.357140Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6929ce1b-b9df-4fb8-9795-67e0eac6f1ff · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:48.576164Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 28c9aaad-82ff-478e-9f0c-d43cbbe49e95 · outbound
This paper cites Designing a reliable lateral movement detector using a graph foundation model.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Designing a reliable lateral movement detector using a graph foundation model
Reference 26
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T17:28:41.274976Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b8a720ee-317b-470a-a4ec-03a58d7d9f66 · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:48.364576Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ce03fa7a-420c-4697-8f5e-17a355fa1556 · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:48.154068Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b77a5f56-69c7-4c2c-b885-e87499560703 · outbound
This paper cites DeepRobust: A PyTorch Library for Adversarial Attacks and Defenses.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack DeepRobust: A PyTorch Library for Adversarial Attacks and Defenses
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:28:37.414109Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e203c55-b20d-4b16-ac37-98ee8e13a0ce · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:48.002241Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1f7a6da7-2073-4bc6-b0cf-df3ecc87769b · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:47.769887Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a15d5e3a-2d84-497d-a713-782c8fbdbbcb · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:47.568452Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 90d766ac-be5c-4a5d-b938-aef8d27e7338 · outbound
This paper cites Towards Deep Learning Models Resistant to Adversarial Attacks.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Towards Deep Learning Models Resistant to Adversarial Attacks
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:28:37.918216Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a5932ab-b1c4-4f1d-869b-3bad3c62481c · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:47.374654Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d92d410e-eafe-4c22-be9f-f38406b65821 · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:47.170624Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b08a6cf7-0bed-4d42-9f32-56a6a8aa3438 · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:46.959481Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e182c7b7-c574-47e6-bc18-e38caad840f7 · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:46.693349Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c29da07d-421d-4739-917b-e6787a9fc0e5 · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:46.489159Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d32b94f4-5382-43a5-ada4-98f755e4e5d6 · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:46.204661Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bcb7cd89-6f05-4416-abf2-8a25d5e413ce · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:46.031193Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b8d3ed78-72f9-4a2f-a5c7-a1665fed495a · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:45.805619Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b9f143f9-931c-4b0e-9cdf-ba9f17feb6c5 · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:45.652362Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1c229dde-ff44-4cee-9cac-6a055c1f96eb · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:45.461091Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3f730518-67b6-4b4a-8e92-146e561345be · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:45.322462Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e9ab0db7-99f3-420b-8c06-f1dbf48b534e · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:45.112610Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6176f937-63de-417f-8176-0884a9b4dff6 · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:44.810128Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8594d906-6848-4537-8811-3e7e7832220d · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:44.642895Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8a67b8a1-69f0-4973-9539-46bfe3b60385 · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:44.486844Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation eb3bc6eb-62f2-411a-910c-54dc8ec20fc8 · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:28:39.590109Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 308d0631-8dbd-45f3-8de7-11f0a4c4120c · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:44.310708Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 09ea1613-f0fd-4a95-af4a-9a9755b1e2c8 · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 51
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:44.048031Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e911e905-d494-4b4f-a8aa-a64e99bd81e2 · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:43.518156Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fe5f5f54-ff45-40ea-9669-0f5769637a3e · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 53
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:43.338070Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1acef177-179d-4e40-9eb6-21dde34d30dd · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:43.047327Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c0134939-a49b-4fa2-862c-26bc7c418dc0 · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 55
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:42.684444Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7ce446c5-96bc-4e40-9dee-f25ebfc180e5 · outbound
This paper cites Are We There Yet? Unraveling the State-of-the-Art Graph Network Intrusion Detection Systems.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Are We There Yet? Unraveling the State-of-the-Art Graph Network Intrusion Detection Systems
Reference 56
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T17:28:41.047366Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d9a29d06-c4f4-4aad-b66f-f6e90bd74c68 · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:42.449038Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b17b1dfd-978c-4cfc-b8c2-ae9a9f164915 · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 58
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:42.111769Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c8daca29-4b12-4421-be12-1697bef8e514 · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:28:40.560750Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c672a3c-def8-4198-893b-8911aba7dd62 · outbound
This paper cites an unresolved cited work.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Unresolved cited work
Reference 60
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T17:28:42.862293Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c0fcc320-bef9-4dc7-8d08-4b250ec0727b · outbound
This paper cites TrustRAG: Enhancing Robustness and Trustworthiness in Retrieval-Augmented Generation.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack TrustRAG: Enhancing Robustness and Trustworthiness in Retrieval-Augmented Generation
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:28:40.681273Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2332cf0d-ff9c-444c-9187-29b824788f66 · outbound
This paper cites Incoming bytes.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Incoming bytes
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:28:41.949033Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6ad276cf-93a6-466d-973d-c70cf9b2cb0a · outbound
This paper cites Can Large Language Models Improve the Adversarial Robustness of Graph Neural Networks?.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Can Large Language Models Improve the Adversarial Robustness of Graph Neural Networks?
Reference 66
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:28:40.619204Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f7262a6-804f-4bbb-b2ca-728ca556f562 · outbound
This paper cites In 2009 IEEE symposium on computational intelligence for security and defense applications.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack In 2009 IEEE symposium on computational intelligence for security and defense applications
Reference 2009
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:28:43.784770Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b29d411c-68b8-4d35-ad2c-dd98b4139417 · outbound
This paper cites Knowledge-based systems 258 (2022), 110030.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Knowledge-based systems 258 (2022), 110030
Reference 2022
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:28:51.130695Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 52b354bd-552a-47e9-b777-9cbd71e30c7f · outbound
This paper cites IEEE Access 11 (2023), 49114–49139.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack IEEE Access 11 (2023), 49114–49139
Reference 2023
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:28:51.754418Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f03ea3a5-f54d-4696-a72b-11436a19c014 · outbound
This paper cites PPT-GNN: A Practical Pre-Trained Spatio-Temporal Graph Neural Network for Network Security.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack PPT-GNN: A Practical Pre-Trained Spatio-Temporal Graph Neural Network for Network Security
Reference 2024
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-06T17:28:41.144353Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d206200c-ec65-4718-8ae6-ff60c2a8f2a4 · outbound
This paper cites Expert Systems with Applications (2025), 128089.
REAL-IoT: Characterizing GNN Intrusion Detection Robustness under Practical Adversarial Attack Expert Systems with Applications (2025), 128089
Reference 2025
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T17:28:49.569489Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Pith citing papers
No inbound Pith citation observations are available.