Paper Citation Record · LEDGER

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection

As of 17 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2607.04292.

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

pith.paper-citation-record.v1
2607.04292 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T20:19:42.217056Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

33 of 33 outbound references displayed

verified exact14
verified fuzzy0
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c5f91c96-c570-4870-9ae1-58e1232ac462 · outbound

This paper cites an unresolved cited work.

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:42.217056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cad6daf-fcb5-4664-b03d-9eaaa50332f1 · outbound

This paper cites Razaulla, C.

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection Razaulla, C

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-11T20:28:15.325178Z

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 d6ba435c-d0b8-4112-bc14-452a38289909 · outbound

This paper cites Urooj, B.

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection Urooj, B

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-07-11T20:28:15.331129Z

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 e59eeb3c-b81c-4d93-85cd-7f5c1d2a3153 · outbound

This paper cites Fast & Furious: Modelling Malware Detection as Evolving Data Streams.

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection Fast & Furious: Modelling Malware Detection as Evolving Data Streams

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:42.217056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 393aab82-d654-4184-b9c0-ac5d84aec699 · outbound

This paper cites an unresolved cited work.

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:42.217056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a586cf14-06d7-41cc-b588-f7f6c6df10c7 · outbound

This paper cites Alraizza, A.

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection Alraizza, A

Reference 6

Resolution: verified exact; doi, observed 2026-07-11T20:28:15.264004Z

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 b9fbdec4-4bba-4829-b593-a0a6f1e8810d · outbound

This paper cites Zahoora, A.

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection Zahoora, A

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:42.217056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f166c3d3-0adf-414b-8c0f-28cdb7029a75 · outbound

This paper cites an unresolved cited work.

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection Unresolved cited work

Reference 8

Resolution: verified exact; doi, observed 2026-07-11T20:28:15.259946Z

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 4ea99ef6-4532-4844-aadb-c7da19e9a784 · outbound

This paper cites Ispahany, M.

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection Ispahany, M

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-07-11T20:28:15.336888Z

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 3f37d324-b6ff-44be-ac3d-21cfb93dafe3 · outbound

This paper cites Kabuye, B.

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection Kabuye, B

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-07-11T20:28:15.311107Z

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 c9fc8c74-5341-47d7-bb1e-5fd3635adcb8 · outbound

This paper cites Alraizza, A.

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection Alraizza, A

Reference 11

Resolution: verified exact; doi, observed 2026-07-11T20:28:15.299018Z

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 b2cc902a-0d29-4487-95ce-162a0fd152d0 · outbound

This paper cites an unresolved cited work.

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:42.217056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b98ce272-d67b-424f-8d3c-2d8d0d58c8e3 · outbound

This paper cites an unresolved cited work.

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:42.217056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbd9d334-e998-419b-b3a9-84eabfb84cd9 · outbound

This paper cites an unresolved cited work.

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:42.217056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 561ff6c4-1a70-4c30-8781-9f7379cbc763 · outbound

This paper cites Gawlikowski, C.

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection Gawlikowski, C

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:42.217056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4f9c186-d62e-4efc-98c7-06978246136e · outbound

This paper cites an unresolved cited work.

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:42.217056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 090bf096-2ff3-4522-80f1-71e6f896cb03 · outbound

This paper cites Vaswani, N.

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection Vaswani, N

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:42.217056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 646664e6-caa0-4791-b2ff-1084d21e80af · outbound

This paper cites Exploring the Role of Large Language Models in Cybersecurity: A Systematic Survey.

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection Exploring the Role of Large Language Models in Cybersecurity: A Systematic Survey

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:42.217056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abefe7f8-78a0-4665-a6d5-3bbf91c3ca4a · outbound

This paper cites Zhang, P.

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection Zhang, P

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-07-11T20:28:15.305047Z

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 71f039a2-c93a-4acb-8ccb-8740e7eea83a · outbound

This paper cites Patel, F.

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection Patel, F

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:42.217056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ff6a57e-2b3f-45e2-af46-cacf001809a0 · outbound

This paper cites an unresolved cited work.

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection Unresolved cited work

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-07-11T20:28:15.249556Z

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 f6138e62-e0ec-4af8-9c42-2508802982f8 · outbound

This paper cites Tabular GANs for uneven distribution.

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection Tabular GANs for uneven distribution

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:42.217056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a91b2d4f-6854-4246-ae61-4f0698a5651a · outbound

This paper cites Habibi, M.

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection Habibi, M

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-07-11T20:28:15.288571Z

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 4892f372-7fe0-4474-9b26-3fe2f79da9ea · outbound

This paper cites an unresolved cited work.

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection Unresolved cited work

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-07-11T20:28:15.347510Z

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 f31aa4ec-672c-4f56-a1c2-a0b08fd0d9b4 · outbound

This paper cites Zhang, S.

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection Zhang, S

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-07-11T20:28:15.243418Z

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 833a3f97-115c-4691-ba22-f0fe9c229ae9 · outbound

This paper cites an unresolved cited work.

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:42.217056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f616dba-7c70-4c8d-a756-c830a3925b4f · outbound

This paper cites an unresolved cited work.

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:42.217056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43e6dbe0-b323-4370-84d8-63607e2dc11f · outbound

This paper cites A Multi-Agent Adaptive Deep Learning Framework for Online Intrusion Detection.

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection A Multi-Agent Adaptive Deep Learning Framework for Online Intrusion Detection

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-07-11T20:28:15.270338Z

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 21c3506a-b3bd-42b5-a7fd-57b07bb49a14 · outbound

This paper cites an unresolved cited work.

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:42.217056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d734b46-51cd-4639-ae91-eb4bfc22a3f0 · outbound

This paper cites an unresolved cited work.

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection Unresolved cited work

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-07-11T20:28:15.255745Z

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 cbdd9416-2248-4a69-a040-01658066eda5 · outbound

This paper cites Hirano, R.

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection Hirano, R

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:42.217056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c12eb58-bd78-4ac1-836b-55cc055af5ec · outbound

This paper cites Hirano, R.

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection Hirano, R

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:42.217056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be8e2ca1-03d9-4176-9285-f13444ccf099 · outbound

This paper cites Mathur, Ransomware (malware) detection using machine learning, accessed: Nov.

Agentic SABRE: An Uncertainty-Aware Neuro-Symbolic Multi-Agent Framework for Adaptive Ransomware Detection Mathur, Ransomware (malware) detection using machine learning, accessed: Nov

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-11T20:19:42.217056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.