Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T00:24:04.373061Z
Paper Citation Record · LEDGER
As of 18 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2608.08162.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-12T00:24:04.373061Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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
41 of 41 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 4fbe7a90-566e-4e90-856d-8d7bcabed98b · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Guide to operational technology (ot) security,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b6627137-ae14-4e2f-840a-c3291ba3a77d · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Deepsdn: Deep learning based software defined network model for cyberthreat detection in iot network,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d8db7eda-af8a-4d4a-978c-4cb24495badc · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Holistic cyber risk assessment in the cloud continuum: A multi-layer, multi-domain approach,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 341ed7c5-8760-4c71-95f5-03514e1df2f3 · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation A smart framework to detect threats and protect data of iot based on machine learning,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 52bd5e71-3aa8-4610-afb9-c805d3ddbe4d · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Pro- grammable active scans controlled by passive traffic inference for iot asset characterization,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1535e35e-c21c-4fc4-b49d-59dc35a63afc · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Exploit prediction scoring system (epss),
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e6a4e05-0ff2-4230-aa72-f662df0b50d4 · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Vulnerability management chaining: An integrated framework for efficient cybersecurity risk prioritization,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5cbf7e7-2653-4f87-8aa5-3ee417df2e6e · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation On the road to proactive vulnerability analysis and mitigation leveraged by software defined networks: A systematic review,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c38603d4-4aa5-4a79-bad9-feefcb7d9ea9 · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Toward automatic detection and mitigation of high-risk cybersecurity vulnerabilities at networked systems,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5778c0f8-a0f3-4038-9f54-bb1d35f186b6 · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Comparison of active vulnerability scanning vs. passive vul- nerability detection,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 95e8d6dd-ab17-4bc5-be54-0221ef39955c · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Adaptive real-time risk and impact assessment for 5g network security,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b60d0ad0-af5b-42cc-9505-23fc682373cb · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Comparing vulnerability severity and exploits using case-control studies,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb837d19-d0e4-42eb-8ec9-dedddb7cf1cd · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Common vulnerability scoring system,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c3b1e805-0980-4782-bec4-609814e6c5dd · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Ram-iot: Risk assessment model for iot-based critical assets,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation bc20ef84-bf99-40aa-a266-8d294645d25a · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Iot sentinel: Automated device-type identification for se- curity enforcement in iot,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 02131110-8ce6-4e0c-ad00-31154d038961 · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Ai/ml in security orchestration, automation and response: Future research directions
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b0d8f8c0-1f44-4228-aade-59265b0f8ecd · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Elastic provisioning of network and computing resources at the edge for iot services,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 82ef2fdb-97b3-4435-b694-b91c970bb83d · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Horizon- tal pod autoscaling in kubernetes for elastic container orchestration,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 318f184b-7d79-42a8-9c09-c540541f1b13 · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Exec: Elastic extensible edge cloud,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a0fba01d-c1a9-4834-9348-3f72d77f9953 · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation All things considered: An analysis of {IoT}devices on home networks,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 808f4cbb-e73b-4f41-9b00-f047d01fdcb7 · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Inferring mobile applications usage from dns traffic,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d9ea47e2-0c5f-4e35-8199-4c2062b30c79 · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Detecting iot devices in the internet,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 96148915-8173-467e-9d4a-6656e4de7788 · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Machine learning algorithms for enhancing intrusion detection within sdn/nfv,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e10695ca-c9b2-4a8e-9669-d4375be6c4e5 · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Aegisguard: A context-aware framework for semantic vulnerability detection and risk stratification,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation fb32178a-b66d-4fb7-a08c-7015f5b3a92e · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Vulnerability assessment in autonomic networks and services: A survey,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c45ec13a-1ce9-4876-89e8-b04e850133bb · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Vulcon: A system for vulnerability prioritization, mitigation, and management,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7dd25b17-f295-4474-a678-87314786c1c6 · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Licality—likelihood and criticality: Vulnerability risk prioritization through logical reasoning and deep learning,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c03b56ab-a14f-4298-b147-9371e43522b3 · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Towards optimal triage and mitigation of context-sensitive cyber vulnerabilities,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 18384ad0-810f-4112-bf84-d74df2c7f534 · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Enhancing anomaly alert prioritization through calibrated standard deviation uncertainty estimation with an ensemble of auto-encoders,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 22fda002-1491-4e24-9b58-7178e12bde03 · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation A Survey on Vulnerability Prioritization: Taxonomy, Metrics, and Research Challenges
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed37a982-4347-4a1c-98cd-ec85ecd35794 · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Cira-cyber intelligent risk assessment methodology for industrial internet of things based on machine learning,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d2848895-2eb6-4217-b1fc-d7793c990f87 · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation A decision support system for optimal selection of enterprise information security preventative actions,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9ac8dc0a-6ce2-4f58-9152-7721d9000b6c · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation An inter-domain collaboration scheme to remedy ddos attacks in computer networks,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e594f7c6-5366-4d70-9e9d-fa21e15b752d · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Neighbor discovery for ip version 6 (ipv6),
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d13e5fff-89c1-45c7-b41c-3be5705edcec · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Overview on intrusion detection systems for computers networking security,
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b2562a1-abac-4233-aba1-0c48b715a556 · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Moving target defense in software-defined networks–a systematic review,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b77a8c0e-654b-42a2-a61e-22deeb2c391c · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Ts-vula: A triple-stage vulnerability analysis framework for industrial internet of things,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5cd1f2df-5ec1-436e-b6de-90129c45ae60 · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Decentralized control orchestration for dynamic edge pro- grammable systems,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 8113ab9e-6595-4d43-b338-7cf12c4940f1 · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Flexible zero trust architecture for the cybersecurity of industrial iot infrastructures,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4d405412-6ade-43b8-91cb-adc24ec353bc · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Identifying vulnerabilities using internet-wide scanning data,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 79873577-62d4-444e-8338-c66102ec83e7 · outbound
Orchestrated Vulnerability Management for Heterogeneous Networks: Adaptive Two-Stage Vulnerability Assessment, Context-Aware Risk Prioritization, and Automated Mitigation Available: https://tsapps.nist.gov/publication/get pdf
Reference 2023
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
No inbound Pith citation observations are available.