Paper Citation Record · LEDGER

Learning the Language of NVMe Streams for Ransomware Detection

As of 9 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2502.05011.

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

pith.paper-citation-record.v1
2502.05011 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T20:40:37.403625Z

measured 36 of 36 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 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

36 of 36 outbound references displayed

verified exact8
verified fuzzy22
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 525a4cad-0953-49fd-aef4-84378106e641 · outbound

This paper cites Selcuk Uluagac.

Learning the Language of NVMe Streams for Ransomware Detection Selcuk Uluagac

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T20:40:37.282512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd3437f3-4fe6-4e34-9c95-f45cfcf0890a · outbound

This paper cites Rafiqul Islam, Md.

Learning the Language of NVMe Streams for Ransomware Detection Rafiqul Islam, Md

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:40:38.891374Z

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 ed659429-8cf8-48b7-81d8-911f9bc6897c · outbound

This paper cites Ssd-insider: Internal defense of solid-state drive against ransomware with perfect data recovery.

Learning the Language of NVMe Streams for Ransomware Detection Ssd-insider: Internal defense of solid-state drive against ransomware with perfect data recovery

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:40:38.882053Z

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 5b2569e4-1612-47fd-aca4-93aa814efd2c · outbound

This paper cites Mimosaftl: Adding secure and practical ransomware defense strategy to flash translation layer.

Learning the Language of NVMe Streams for Ransomware Detection Mimosaftl: Adding secure and practical ransomware defense strategy to flash translation layer

Reference 4

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T20:40:38.635902Z

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 e07a51cc-0e9f-440f-b543-417c63b980c6 · outbound

This paper cites Ransom access memories: Achieving practical ransomware protection in cloud with DeftPunk.

Learning the Language of NVMe Streams for Ransomware Detection Ransom access memories: Achieving practical ransomware protection in cloud with DeftPunk

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:40:38.872263Z

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 f7e53653-9edc-4665-9cda-9deb5461468a · outbound

This paper cites Redemption: Real-time protection against ransomware at end-hosts.

Learning the Language of NVMe Streams for Ransomware Detection Redemption: Real-time protection against ransomware at end-hosts

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:40:38.862288Z

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 ae80f8b2-273f-4c6b-9498-9f9164337b0f · outbound

This paper cites Ransap: An open dataset of ransomware storage ac- cess patterns for training machine learning models.

Learning the Language of NVMe Streams for Ransomware Detection Ransap: An open dataset of ransomware storage ac- cess patterns for training machine learning models

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:40:38.852270Z

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 8dd8a7a2-f9e4-442b-a47f-6c6f7af5fbc9 · outbound

This paper cites On the Generalizability of Machine Learning-based Ransomware Detection in Block Storage.

Learning the Language of NVMe Streams for Ransomware Detection On the Generalizability of Machine Learning-based Ransomware Detection in Block Storage

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-08T20:40:38.376642Z

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 e6bc8a29-8c25-4483-a095-6a752aa6ca2d · outbound

This paper cites Gomez, Łukasz Kaiser, and Illia Polosukhin.

Learning the Language of NVMe Streams for Ransomware Detection Gomez, Łukasz Kaiser, and Illia Polosukhin

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:40:38.841377Z

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 155b2c7b-9119-4b32-83c2-769e794675e1 · outbound

This paper cites Tokenization counts: the impact of tokenization on arithmetic in frontier LLMs.

Learning the Language of NVMe Streams for Ransomware Detection Tokenization counts: the impact of tokenization on arithmetic in frontier LLMs

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-08T20:40:37.315951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4301c42-9271-43ed-bef1-00493efefb2b · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Learning the Language of NVMe Streams for Ransomware Detection An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T20:40:37.319646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64c66f37-cbb2-46e1-b612-a34afd1756d5 · outbound

This paper cites Ramalho, Joaquim J.S.

Learning the Language of NVMe Streams for Ransomware Detection Ramalho, Joaquim J.S

Reference 12

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T20:40:38.341386Z

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 4c563f39-fae4-4929-ab44-96066622d51e · outbound

This paper cites Poster: Locally virtualized environment for mitigating ransomware threat.

Learning the Language of NVMe Streams for Ransomware Detection Poster: Locally virtualized environment for mitigating ransomware threat

Reference 13

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T20:40:38.179787Z

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 cde7dcca-86e6-45b6-b6db-1c3276195846 · outbound

This paper cites A storage-level detection mechanism against crypto-ransomware.

Learning the Language of NVMe Streams for Ransomware Detection A storage-level detection mechanism against crypto-ransomware

Reference 14

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T20:40:38.025898Z

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 780d42bb-d295-47ad-b424-04a6904bd78e · outbound

This paper cites Amoeba: An autonomous backup and recovery ssd for ransomware attack defense.

Learning the Language of NVMe Streams for Ransomware Detection Amoeba: An autonomous backup and recovery ssd for ransomware attack defense

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:40:38.831559Z

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 4bd45b2b-d945-4dc9-b72a-0eb966b5e6c1 · outbound

This paper cites Ssd-assisted ransomware detection and data recovery techniques.

Learning the Language of NVMe Streams for Ransomware Detection Ssd-assisted ransomware detection and data recovery techniques

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:40:38.821541Z

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 49f531df-93c0-4a44-864f-412703d43921 · outbound

This paper cites Machine learning-based ransomware detection using low-level memory access patterns obtained from live-forensic hypervisor.

Learning the Language of NVMe Streams for Ransomware Detection Machine learning-based ransomware detection using low-level memory access patterns obtained from live-forensic hypervisor

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:40:38.810495Z

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 821e59b7-eb45-4913-8e5e-88fba3072e62 · outbound

This paper cites Real-time defense system using ebpf for machine learning-based ransomware detection method.

Learning the Language of NVMe Streams for Ransomware Detection Real-time defense system using ebpf for machine learning-based ransomware detection method

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:40:38.799099Z

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 b42a5af5-abb1-48bd-8ce0-93fc9492e231 · outbound

This paper cites Minding the semantic gap for effective storage-based ransomware defense.

Learning the Language of NVMe Streams for Ransomware Detection Minding the semantic gap for effective storage-based ransomware defense

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:40:38.787937Z

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 2708f79c-ea98-4e15-9ed4-7b933a386ec9 · outbound

This paper cites Xgboost: A scalable tree boosting system.

Learning the Language of NVMe Streams for Ransomware Detection Xgboost: A scalable tree boosting system

Reference 20

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T20:40:37.856648Z

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 049a97ff-b208-4c9a-b09a-0328ed3637b7 · outbound

This paper cites Travelling the hypervisor and ssd: A tag-based approach against crypto ransomware with fine-grained data recovery.

Learning the Language of NVMe Streams for Ransomware Detection Travelling the hypervisor and ssd: A tag-based approach against crypto ransomware with fine-grained data recovery

Reference 21

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-08T20:40:37.658274Z

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 d41f8e9f-22b8-41d0-b55a-d76d1b1ec413 · outbound

This paper cites BERT: Pre-training of deep bidirectional transformers for language understanding.

Learning the Language of NVMe Streams for Ransomware Detection BERT: Pre-training of deep bidirectional transformers for language understanding

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:40:38.777222Z

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 ddfca137-3983-45d5-9622-977a3bf6718d · outbound

This paper cites Portuguese Named Entity Recognition using BERT-CRF.

Learning the Language of NVMe Streams for Ransomware Detection Portuguese Named Entity Recognition using BERT-CRF

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-08T20:40:37.457154Z

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 8106ed4f-9e51-4556-b153-dbfd8591a3a7 · outbound

This paper cites A survey on deep learning for named entity recognition : Extended abstract.

Learning the Language of NVMe Streams for Ransomware Detection A survey on deep learning for named entity recognition : Extended abstract

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:40:38.755220Z

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 74dea177-509a-49ab-afb4-eb6ed6bb77f2 · outbound

This paper cites GPT-NER: Named Entity Recognition via Large Language Models.

Learning the Language of NVMe Streams for Ransomware Detection GPT-NER: Named Entity Recognition via Large Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-08T20:40:37.370046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0887cfea-188d-4f36-bd71-6eb8e3df2e0c · outbound

This paper cites All tokens matter: token labeling for training better vision transformers.

Learning the Language of NVMe Streams for Ransomware Detection All tokens matter: token labeling for training better vision transformers

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:40:38.743917Z

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 c8c16dda-e264-42ea-8a03-4e4a24d26528 · outbound

This paper cites Hsi-bert: Hyperspectral image classification using the bidirectional encoder representation from transformers.

Learning the Language of NVMe Streams for Ransomware Detection Hsi-bert: Hyperspectral image classification using the bidirectional encoder representation from transformers

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-08T20:40:37.377198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb910c90-76b9-475a-b18f-774e96561190 · outbound

This paper cites Davies, Richard Macfarlane, and William J.

Learning the Language of NVMe Streams for Ransomware Detection Davies, Richard Macfarlane, and William J

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:40:38.726611Z

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 9faf6795-07a7-4e5e-bf40-3c9b6e123738 · outbound

This paper cites Systor ’17 traces (SNIA IOTTA trace set 4928).

Learning the Language of NVMe Streams for Ransomware Detection Systor ’17 traces (SNIA IOTTA trace set 4928)

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:40:38.715693Z

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 2a1d8831-7d15-410e-b057-aa812b693797 · outbound

This paper cites MSR Cambridge traces (SNIA IOTTA trace set 388).

Learning the Language of NVMe Streams for Ransomware Detection MSR Cambridge traces (SNIA IOTTA trace set 388)

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:40:38.704321Z

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 ddfba0d3-7394-457a-be11-0cfa42f23d65 · outbound

This paper cites Microsoft production server traces (SNIA IOTTA trace set 158).

Learning the Language of NVMe Streams for Ransomware Detection Microsoft production server traces (SNIA IOTTA trace set 158)

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:40:38.681395Z

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 8bf6a135-232b-400d-8076-0781a9c27379 · outbound

This paper cites Tlsh – a locality sensitive hash.

Learning the Language of NVMe Streams for Ransomware Detection Tlsh – a locality sensitive hash

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:40:38.670199Z

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 8bf18e8c-14a8-4c7a-801f-5448303e569c · outbound

This paper cites An evaluation of malware triage similarity hashes.

Learning the Language of NVMe Streams for Ransomware Detection An evaluation of malware triage similarity hashes

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:40:38.659532Z

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 29e8406c-73fe-4ea8-83b7-385d0cc1a60d · outbound

This paper cites Ssd benchmarks hierarchy 2025.

Learning the Language of NVMe Streams for Ransomware Detection Ssd benchmarks hierarchy 2025

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:40:38.648423Z

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 1371c260-3f7f-4e28-8cf9-04ce07ecd704 · outbound

This paper cites an unresolved cited work.

Learning the Language of NVMe Streams for Ransomware Detection Unresolved cited work

Reference 2007

Resolution: unresolved; raw_fallback, observed 2026-08-08T20:40:38.692666Z

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 3de3a0d7-ddc2-492c-9dec-e67b304cf7d7 · outbound

This paper cites URL https://aclanthology.org/N19-1423/.

Learning the Language of NVMe Streams for Ransomware Detection URL https://aclanthology.org/N19-1423/

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T20:40:38.766452Z

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.

Pith citing papers

No inbound Pith citation observations are available.