Paper Citation Record · LEDGER

RuleGenie: SIEM Detection Rule Set Optimization

As of 18 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 4 inbound Pith citation observations for arXiv:2505.06701.

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

pith.paper-citation-record.v1
2505.06701 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:39:59.263438Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T23:13:15.787191Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T03:46:32.349186Z

Reference resolution

31 of 31 outbound references displayed

verified exact1
verified fuzzy11
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation aa1ee60e-e839-4808-a7ee-53c3b6f07bbd · outbound

This paper cites URL https:// sigmahq-pysigma.readthedocs.io/en/latest/.

RuleGenie: SIEM Detection Rule Set Optimization URL https:// sigmahq-pysigma.readthedocs.io/en/latest/

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:39:59.579647Z

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 b5e84fd6-ac3b-434a-a8cf-d63877affc60 · outbound

This paper cites an unresolved cited work.

RuleGenie: SIEM Detection Rule Set Optimization Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:39:59.569404Z

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 b0c01a88-7c91-4873-a2f6-4ce5f967c9a0 · outbound

This paper cites Bhatt, P.

RuleGenie: SIEM Detection Rule Set Optimization Bhatt, P

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:39:59.558196Z

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 8bff885a-4169-4f8b-b5d9-d4dd02419d91 · outbound

This paper cites contributors.

RuleGenie: SIEM Detection Rule Set Optimization contributors

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:39:59.548081Z

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 d44458b7-fc94-4c70-b35f-fb5f345f39bc · outbound

This paper cites Egonmwan and Y.

RuleGenie: SIEM Detection Rule Set Optimization Egonmwan and Y

Reference 5

Resolution: verified exact; doi, observed 2026-08-15T22:39:59.293361Z

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 88e7d87a-2f84-4d48-9e2d-dcfa01b42d16 · outbound

This paper cites SHIELD: APT Detection and Intelligent Explanation Using LLM.

RuleGenie: SIEM Detection Rule Set Optimization SHIELD: APT Detection and Intelligent Explanation Using LLM

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T22:39:59.172087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95b1d197-9526-48bf-8046-b0c683b48088 · outbound

This paper cites Ganesh, Y.

RuleGenie: SIEM Detection Rule Set Optimization Ganesh, Y

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:39:59.538193Z

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 2643e1e0-19bb-49d6-a6a0-ce599dcd366c · outbound

This paper cites Garza, E.

RuleGenie: SIEM Detection Rule Set Optimization Garza, E

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:39:59.527948Z

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 f88771b4-603a-4afe-b6d7-1194d14c999f · outbound

This paper cites González-Granadillo, S.

RuleGenie: SIEM Detection Rule Set Optimization González-Granadillo, S

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:39:59.517593Z

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 7cd024c6-c570-41cd-8c09-793918ae95d4 · outbound

This paper cites an unresolved cited work.

RuleGenie: SIEM Detection Rule Set Optimization Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:39:59.507553Z

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 943fc933-eb91-4b96-86af-93ba36a43b38 · outbound

This paper cites LogGPT: Log Anomaly Detection via GPT.

RuleGenie: SIEM Detection Rule Set Optimization LogGPT: Log Anomaly Detection via GPT

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T22:39:59.189295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35e36c9b-4da7-4fa8-bfc4-c27db77a50bb · outbound

This paper cites an unresolved cited work.

RuleGenie: SIEM Detection Rule Set Optimization Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:39:59.497342Z

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 6ef31fe0-4e12-4a0a-8f74-2e09b6a7aefd · outbound

This paper cites Huang and Y.

RuleGenie: SIEM Detection Rule Set Optimization Huang and Y

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:39:59.487015Z

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 4c99620d-c572-49e1-81c6-ea4f7da1d42e · outbound

This paper cites Islam and O.

RuleGenie: SIEM Detection Rule Set Optimization Islam and O

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T22:39:59.200178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b180864-7cbc-4c9f-b499-8f72cc272695 · outbound

This paper cites LAnoBERT: System Log Anomaly Detection based on BERT Masked Language Model.

RuleGenie: SIEM Detection Rule Set Optimization LAnoBERT: System Log Anomaly Detection based on BERT Masked Language Model

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T22:39:59.203461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e42e7eb1-11c2-4730-908a-5669102c3b80 · outbound

This paper cites Li and L.

RuleGenie: SIEM Detection Rule Set Optimization Li and L

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:39:59.472062Z

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 15c6fb36-27f9-4ce2-9c36-541055bf6197 · outbound

This paper cites an unresolved cited work.

RuleGenie: SIEM Detection Rule Set Optimization Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:39:59.461475Z

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 fe7b3dd7-886b-4a4b-95ca-7676b0dcc728 · outbound

This paper cites an unresolved cited work.

RuleGenie: SIEM Detection Rule Set Optimization Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:39:59.451326Z

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 8e648dd7-a877-4d7d-99bc-e3e8b56885c6 · outbound

This paper cites Interpretable Online Log Analysis Using Large Language Models with Prompt Strategies.

RuleGenie: SIEM Detection Rule Set Optimization Interpretable Online Log Analysis Using Large Language Models with Prompt Strategies

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T22:39:59.217968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8102645-a712-4ece-a852-debe62c019d3 · outbound

This paper cites an unresolved cited work.

RuleGenie: SIEM Detection Rule Set Optimization Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:39:59.441818Z

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 bd12123c-38c3-4651-8710-483a102bd672 · outbound

This paper cites an unresolved cited work.

RuleGenie: SIEM Detection Rule Set Optimization Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:39:59.422685Z

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 b1a768f5-fe8d-4274-a803-52271e72052a · outbound

This paper cites an unresolved cited work.

RuleGenie: SIEM Detection Rule Set Optimization Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:39:59.412784Z

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 9234aeb1-a03d-4801-815e-fcb5c3c5c9a1 · outbound

This paper cites an unresolved cited work.

RuleGenie: SIEM Detection Rule Set Optimization Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:39:59.400177Z

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 0a46f501-4229-4b07-9efa-55a20f10c425 · outbound

This paper cites an unresolved cited work.

RuleGenie: SIEM Detection Rule Set Optimization Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:39:59.389768Z

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 a4d86fb2-d916-41b8-be97-2a6d43b74f6c · outbound

This paper cites Sheeraz, M.

RuleGenie: SIEM Detection Rule Set Optimization Sheeraz, M

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:39:59.379638Z

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 fddd63d5-37f8-46d4-bb34-6c234c9d3d81 · outbound

This paper cites Splunk security content homepage, n.d.

RuleGenie: SIEM Detection Rule Set Optimization Splunk security content homepage, n.d

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:39:59.369382Z

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 a9225b2c-06a9-4374-bcc2-d5df656065cf · outbound

This paper cites Vavekanand and K.

RuleGenie: SIEM Detection Rule Set Optimization Vavekanand and K

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:39:59.358110Z

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 ff520839-716a-4ded-b013-7c803f1d6d16 · outbound

This paper cites CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation.

RuleGenie: SIEM Detection Rule Set Optimization CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T22:39:59.254768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d686af27-1f13-45c7-8432-66effd854ab4 · outbound

This paper cites an unresolved cited work.

RuleGenie: SIEM Detection Rule Set Optimization Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T22:39:59.259385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 723adb02-674b-4319-ac6b-5fd9d936bb5c · outbound

This paper cites Qwen2.5 Technical Report.

RuleGenie: SIEM Detection Rule Set Optimization Qwen2.5 Technical Report

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T22:39:59.263438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cce88ec-2cbe-49fa-890f-7a54bdac21cd · outbound

This paper cites an unresolved cited work.

RuleGenie: SIEM Detection Rule Set Optimization Unresolved cited work

Reference 2024

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:39:59.431992Z

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 492c2d67-0dcf-4939-9e7c-9a8f54633535 · inbound

SRTJ: Self-Evolving Rule-Driven Training-Free LLM Jailbreaking cites this paper.

SRTJ: Self-Evolving Rule-Driven Training-Free LLM Jailbreaking RuleGenie: SIEM Detection Rule Set Optimization

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:01:12.196713Z

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 ecba1655-10c5-4e98-a230-7948c150f574 · inbound

Evolution of Log-Based Detection Rules in Public Repositories cites this paper.

Evolution of Log-Based Detection Rules in Public Repositories RuleGenie: SIEM Detection Rule Set Optimization

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:26:26.793695Z

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 56f30298-5d83-4980-be8f-b3d8a7dfe96d · inbound

Evolution of Log-Based Detection Rules in Public Repositories cites this paper.

Evolution of Log-Based Detection Rules in Public Repositories RuleGenie: SIEM Detection Rule Set Optimization

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-07-01T13:25:45.891129Z

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 bb914893-ca81-48f9-ac19-c0e9f157a290 · inbound

FORGE: Multi-Agent Graduated Exploitation and Detection Engineering cites this paper.

FORGE: Multi-Agent Graduated Exploitation and Detection Engineering RuleGenie: SIEM Detection Rule Set Optimization

Reference 27

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T03:46:32.350757Z

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.