Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T04:38:36.419865Z
Paper Citation Record · LEDGER
AI-Driven IRM: Transforming insider risk management with adaptive scoring and LLM-based threat detection
As of 19 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 3 inbound Pith citation observations for arXiv:2505.03796.
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 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T04:50:59.860709Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-17T00:31:24.611904Z
Reference resolution
26 of 26 outbound references displayed
- verified exact2
- verified fuzzy21
- unresolved3
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 02f2abc5-6363-4490-bcea-62b1401c5ef0 · outbound
This paper cites Technical report, Verizon Enter- prise Solutions, 2024.
AI-Driven IRM: Transforming insider risk management with adaptive scoring and LLM-based threat detection Technical report, Verizon Enter- prise Solutions, 2024
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:37.227346Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8b65e4a4-b554-456c-8a4c-ab7cde942c6b · outbound
This paper cites 2022 Cost of Insider Threats Global Report.
AI-Driven IRM: Transforming insider risk management with adaptive scoring and LLM-based threat detection 2022 Cost of Insider Threats Global Report
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:37.217108Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c06c2942-62e6-47a8-b3a7-7dac17a2847d · outbound
This paper cites Using AI for Behavioral Analytics in Cybersecurity: Detecting Anomalies and Insider Threats.
AI-Driven IRM: Transforming insider risk management with adaptive scoring and LLM-based threat detection Using AI for Behavioral Analytics in Cybersecurity: Detecting Anomalies and Insider Threats
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:37.139253Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f5855137-9802-4e8d-81c8-5a5a263b3f26 · outbound
This paper cites Privacy Framework: A Tool for Improving Privacy through Enterprise Risk Management.
AI-Driven IRM: Transforming insider risk management with adaptive scoring and LLM-based threat detection Privacy Framework: A Tool for Improving Privacy through Enterprise Risk Management
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:37.099387Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6a44dcea-ac64-484f-af7b-8bc1f1e185cf · outbound
This paper cites Azure Active Directory Documentation.
AI-Driven IRM: Transforming insider risk management with adaptive scoring and LLM-based threat detection Azure Active Directory Documentation
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:37.089967Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation aebd50df-7ac3-4bf3-9b83-01274232a3ca · outbound
This paper cites Identity and Access Management (IAM).
AI-Driven IRM: Transforming insider risk management with adaptive scoring and LLM-based threat detection Identity and Access Management (IAM)
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:37.081067Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation df28a530-1436-46ff-8c8f-65c369efd5e5 · outbound
This paper cites Google Workspace Admin Help.https://support.google.com/a/, 2024.
AI-Driven IRM: Transforming insider risk management with adaptive scoring and LLM-based threat detection Google Workspace Admin Help.https://support.google.com/a/, 2024
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:37.071893Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 66bde800-c761-4f69-bdd7-e959673513f9 · outbound
This paper cites GPT-4 Technical Report.https://openai.com/research/gpt-4, 2023.
AI-Driven IRM: Transforming insider risk management with adaptive scoring and LLM-based threat detection GPT-4 Technical Report.https://openai.com/research/gpt-4, 2023
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:36.990538Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2cf9185e-3524-4482-9009-daac7da10421 · outbound
This paper cites Market Guide for Insider Risk Management Solutions.
AI-Driven IRM: Transforming insider risk management with adaptive scoring and LLM-based threat detection Market Guide for Insider Risk Management Solutions
Reference 9
- Resolution
- verified exact
- raw_fallback, observed 2026-08-16T04:38:36.586719Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation cf9e6ee5-90bd-461b-b0ca-44ab11275f94 · outbound
This paper cites Security and privacy controls for federal information systems and organizations.
AI-Driven IRM: Transforming insider risk management with adaptive scoring and LLM-based threat detection Security and privacy controls for federal information systems and organizations
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:36.944951Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation dad1748b-130b-456f-8a06-6a90a1e7f2d1 · outbound
This paper cites 2023 Data Breach Investigations Report.
AI-Driven IRM: Transforming insider risk management with adaptive scoring and LLM-based threat detection 2023 Data Breach Investigations Report
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:36.935180Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 35d6fa31-9119-40f8-a570-89941d15993a · outbound
This paper cites Gartner Identifies the Top Cybersecurity Trends for 2023.
AI-Driven IRM: Transforming insider risk management with adaptive scoring and LLM-based threat detection Gartner Identifies the Top Cybersecurity Trends for 2023
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:36.925158Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2ea7b2f5-6b79-4378-be40-ea8025d5e192 · outbound
This paper cites In 2013 IEEE Security and Privacy Workshops, pp.
AI-Driven IRM: Transforming insider risk management with adaptive scoring and LLM-based threat detection In 2013 IEEE Security and Privacy Workshops, pp
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:36.915927Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a4b2ff6c-a661-4ff8-ac65-eb7ab2750c85 · outbound
This paper cites CERT Insider Threat Tools and Datasets.Technical Report, 2016.
AI-Driven IRM: Transforming insider risk management with adaptive scoring and LLM-based threat detection CERT Insider Threat Tools and Datasets.Technical Report, 2016
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:36.820258Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e484677d-e7b1-42f7-8976-2efc08fb7dee · outbound
This paper cites A survey of insider attack detection research.
AI-Driven IRM: Transforming insider risk management with adaptive scoring and LLM-based threat detection A survey of insider attack detection research
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:36.803912Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 11a7e062-6041-4cf7-a9cc-bb7b97724465 · outbound
This paper cites and Frincke, Deborah A.
AI-Driven IRM: Transforming insider risk management with adaptive scoring and LLM-based threat detection and Frincke, Deborah A
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:36.795264Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation cce2066f-1a60-4ae2-bd68-ad70e0b2b220 · outbound
This paper cites an unresolved cited work.
AI-Driven IRM: Transforming insider risk management with adaptive scoring and LLM-based threat detection Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:38:36.786821Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7581a7a2-34a1-4eee-9e00-03fd64475053 · outbound
This paper cites Risk assessment model based on user behavior for insider threats.Computers & Security, 77, 428–440, 2018.
AI-Driven IRM: Transforming insider risk management with adaptive scoring and LLM-based threat detection Risk assessment model based on user behavior for insider threats.Computers & Security, 77, 428–440, 2018
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:36.777897Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b7749c07-d838-48fb-9a8f-d6e81ef87473 · outbound
This paper cites L., & Hohimer, R.
AI-Driven IRM: Transforming insider risk management with adaptive scoring and LLM-based threat detection L., & Hohimer, R
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:36.767818Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation e657e1cc-4203-4058-ba1d-110a6ea5f193 · outbound
This paper cites Insider Detection using Deep Autoencoder and Variational Autoencoder Neural Networks.
AI-Driven IRM: Transforming insider risk management with adaptive scoring and LLM-based threat detection Insider Detection using Deep Autoencoder and Variational Autoencoder Neural Networks
Reference 20
- Resolution
- verified exact
- local_arxiv, observed 2026-08-16T04:38:36.455866Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 92210d57-07ad-4962-8cdc-e30705d530b8 · outbound
This paper cites Humans in AI: The necessity for human-in-the-loop (HILT).Se- curity Magazine, 2024.
AI-Driven IRM: Transforming insider risk management with adaptive scoring and LLM-based threat detection Humans in AI: The necessity for human-in-the-loop (HILT).Se- curity Magazine, 2024
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:36.758608Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a65a78b4-e15e-4869-8c2d-0d4c3bfd6b77 · outbound
This paper cites an unresolved cited work.
AI-Driven IRM: Transforming insider risk management with adaptive scoring and LLM-based threat detection Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:38:36.748665Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 61f66f38-6bc6-4175-8fe7-7064eaf490eb · outbound
This paper cites an unresolved cited work.
AI-Driven IRM: Transforming insider risk management with adaptive scoring and LLM-based threat detection Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:38:36.661917Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1d026cc4-26e4-435f-b427-a4c0559d3730 · outbound
This paper cites Elevating Threat Intelligence: Integrating Context-Aware AI Models for Real-Time Cyber Defense.Wrixte, May 15, 2024.
AI-Driven IRM: Transforming insider risk management with adaptive scoring and LLM-based threat detection Elevating Threat Intelligence: Integrating Context-Aware AI Models for Real-Time Cyber Defense.Wrixte, May 15, 2024
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:36.620238Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b8bc6846-5e69-43ef-acdd-447280394d06 · outbound
This paper cites Building Context-Aware Cybersecurity Alerts.TCS Insights, Jan- uary 10, 2025.
AI-Driven IRM: Transforming insider risk management with adaptive scoring and LLM-based threat detection Building Context-Aware Cybersecurity Alerts.TCS Insights, Jan- uary 10, 2025
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:36.610434Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation db002ab6-631d-4eeb-a953-2785ff357cb7 · outbound
This paper cites AI Risk Management: Introducing the On-Premises Version of DeepSeek to Keep Your Data In-House.Medium, March 2025.
AI-Driven IRM: Transforming insider risk management with adaptive scoring and LLM-based threat detection AI Risk Management: Introducing the On-Premises Version of DeepSeek to Keep Your Data In-House.Medium, March 2025
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:36.599249Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Pith citing papers
Observation 07e01cb0-c149-4220-8eb2-7650ce543032 · inbound
LLM-Based Threat Detection and Prevention Framework for IoT Ecosystems cites this paper.
LLM-Based Threat Detection and Prevention Framework for IoT Ecosystems AI-Driven IRM: Transforming insider risk management with adaptive scoring and LLM-based threat detection
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:50:59.860709Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ccf11ca7-8ec9-43bc-8a0f-bfae9fdea089 · inbound
LLM Harms: A Taxonomy and Discussion cites this paper.
LLM Harms: A Taxonomy and Discussion AI-Driven IRM: Transforming insider risk management with adaptive scoring and LLM-based threat detection
Reference 224
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T00:31:24.614341Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation fc92e249-1182-4208-81ae-5a2b53f102c7 · inbound
LLM Harms: A Taxonomy and Discussion cites this paper.
LLM Harms: A Taxonomy and Discussion AI-Driven IRM: Transforming insider risk management with adaptive scoring and LLM-based threat detection
Reference 224
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T18:19:31.344747Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.