Paper Citation Record · LEDGER

Optimal Defender Strategies for CAGE-2 using Causal Modeling and Tree Search

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2407.11070.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2407.11070 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T11:52:20.299512Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 718dddcf-ccc8-44cd-9a41-a15a7a577617 · inbound

Optimal Security Response to Network Intrusions in IT Systems cites this paper.

Optimal Security Response to Network Intrusions in IT Systems Optimal Defender Strategies for CAGE-2 using Causal Modeling and Tree Search

Reference 179

Resolution: unresolved; no resolver link, observed 2026-08-09T11:52:20.299512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa0919f8-cff3-4ef9-8b55-555d3542edc3 · inbound

Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics cites this paper.

Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics Optimal Defender Strategies for CAGE-2 using Causal Modeling and Tree Search

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T19:27:22.919085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 075dd646-c6e7-45ef-92a4-8da221cc926a · inbound

Adaptive Network Security Policies via Belief Aggregation and Rollout cites this paper.

Adaptive Network Security Policies via Belief Aggregation and Rollout Optimal Defender Strategies for CAGE-2 using Causal Modeling and Tree Search

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-05-19T04:57:04.537813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7e0b187f-cf12-421d-89be-f0a13a5467d1 · inbound

Online Incident Response Planning under Model Misspecification through Bayesian Learning and Belief Quantization cites this paper.

Online Incident Response Planning under Model Misspecification through Bayesian Learning and Belief Quantization Optimal Defender Strategies for CAGE-2 using Causal Modeling and Tree Search

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T18:48:16.618023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0486a24b-4257-4a17-876c-ca2432b06d2c · inbound

Online Identification of IT Systems through Active Causal Learning cites this paper.

Online Identification of IT Systems through Active Causal Learning Optimal Defender Strategies for CAGE-2 using Causal Modeling and Tree Search

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-05T12:00:03.358200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d46073e7-83fd-4d00-bd22-b9e8d208cdd6 · inbound

Context, Reasoning, and Hierarchy: A Cost-Performance Study of Compound LLM Agent Design in an Adversarial POMDP cites this paper.

Context, Reasoning, and Hierarchy: A Cost-Performance Study of Compound LLM Agent Design in an Adversarial POMDP Optimal Defender Strategies for CAGE-2 using Causal Modeling and Tree Search

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-20T19:08:53.944968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bbd10151-c70c-4c39-9669-5453acf79381 · inbound

COHORT: Collaborative Orchestration for Hardening via Offensive Replay on Emulated Topologies cites this paper.

COHORT: Collaborative Orchestration for Hardening via Offensive Replay on Emulated Topologies Optimal Defender Strategies for CAGE-2 using Causal Modeling and Tree Search

Reference 62

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T03:34:13.288656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.