Paper Citation Record · LEDGER

Privacy-Aware Machine Unlearning with SISA for Reinforcement Learning-Based Ransomware Detection

As of 5 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 1 inbound Pith citation observation for arXiv:2604.16760.

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

pith.paper-citation-record.v1
2604.16760 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T07:53:11.614259Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-10T00:15:37.529343Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T00:16:39.293551Z

Reference resolution

21 of 21 outbound references displayed

verified exact12
verified fuzzy0
unresolved2
parse uncertain0
malformed identifier2
metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6c0a2b3f-a5d0-4760-8bff-d8828138c79a · outbound

This paper cites an unresolved cited work.

Privacy-Aware Machine Unlearning with SISA for Reinforcement Learning-Based Ransomware Detection Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-05-21T12:25:08.152398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 52e9278e-5508-48db-a147-ba857d612c90 · outbound

This paper cites doi:10.1016/j.asoc.2022.108744.

Privacy-Aware Machine Unlearning with SISA for Reinforcement Learning-Based Ransomware Detection doi:10.1016/j.asoc.2022.108744

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-10T07:57:14.975804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3216e9f0-e6ee-42ac-99fc-fa387dca4c62 · outbound

This paper cites Adnan Alvi and Zunera Jalil.

Privacy-Aware Machine Unlearning with SISA for Reinforcement Learning-Based Ransomware Detection Adnan Alvi and Zunera Jalil

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-10T07:57:14.972953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 81e2ac16-e8f1-4f88-a57d-ee8ef99e54be · outbound

This paper cites Ransomware early detection using deep reinforcement learning on portable executable header.

Privacy-Aware Machine Unlearning with SISA for Reinforcement Learning-Based Ransomware Detection Ransomware early detection using deep reinforcement learning on portable executable header

Reference 4

Resolution: verified exact; doi, observed 2026-05-10T07:57:14.977613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d14cf681-46ef-4a13-8e48-98ba57a430e6 · outbound

This paper cites an unresolved cited work.

Privacy-Aware Machine Unlearning with SISA for Reinforcement Learning-Based Ransomware Detection Unresolved cited work

Reference 5

Resolution: verified exact; doi, observed 2026-05-10T07:57:14.964680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7d50b5ab-3b8f-4c05-bd35-c084280699c5 · outbound

This paper cites AI - based Ransomware D etection: A Comprehensive Review.

Privacy-Aware Machine Unlearning with SISA for Reinforcement Learning-Based Ransomware Detection AI - based Ransomware D etection: A Comprehensive Review

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-10T07:57:14.959571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 353ad09e-bfd1-4975-8793-ae4047f7f9f7 · outbound

This paper cites an unresolved cited work.

Privacy-Aware Machine Unlearning with SISA for Reinforcement Learning-Based Ransomware Detection Unresolved cited work

Reference 7

Resolution: verified exact; doi, observed 2026-05-10T07:57:14.966406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e2b4f9a4-9fa7-47a8-849d-7257aa506d1f · outbound

This paper cites Journal of Information Security and Applications 40, 44–51.

Privacy-Aware Machine Unlearning with SISA for Reinforcement Learning-Based Ransomware Detection Journal of Information Security and Applications 40, 44–51

Reference 8

Resolution: verified exact; doi, observed 2026-05-10T07:57:14.963051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7cd42601-a00a-4da2-b1ed-b7c2c253ef92 · outbound

This paper cites Dynamic feature dataset for ransomware detection using machine learning algorithms.

Privacy-Aware Machine Unlearning with SISA for Reinforcement Learning-Based Ransomware Detection Dynamic feature dataset for ransomware detection using machine learning algorithms

Reference 9

Resolution: metadata mismatch; doi, observed 2026-05-10T07:57:14.951788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 9b07bd3e-892f-4604-b5b3-ed4631e6efb6 · outbound

This paper cites Enhanced grain boundary cohesion mediated by solute segregation in a dilute Mg alloy with improved crack tolerance and strength.

Privacy-Aware Machine Unlearning with SISA for Reinforcement Learning-Based Ransomware Detection Enhanced grain boundary cohesion mediated by solute segregation in a dilute Mg alloy with improved crack tolerance and strength

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T07:57:14.943245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1a54e977-7d37-4a25-b4d9-df8d15cbf503 · outbound

This paper cites Singh, Saket Sarin, Chandra Kumari Subba, Varsha Arya, N.

Privacy-Aware Machine Unlearning with SISA for Reinforcement Learning-Based Ransomware Detection Singh, Saket Sarin, Chandra Kumari Subba, Varsha Arya, N

Reference 11

Resolution: malformed identifier; doi_truncated, observed 2026-05-10T07:57:14.961385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 510dadf3-d962-43fe-ad9f-be1f8086c516 · outbound

This paper cites IEEE Transactions on Neural Networks and Learning Sys- tems 36, 13709–13729.

Privacy-Aware Machine Unlearning with SISA for Reinforcement Learning-Based Ransomware Detection IEEE Transactions on Neural Networks and Learning Sys- tems 36, 13709–13729

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-10T07:57:14.970666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 66ac1280-3693-4fb0-bf00-c07c0ad669a8 · outbound

This paper cites Lifecycle Management of Optical Networks With Dynamic -Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach.

Privacy-Aware Machine Unlearning with SISA for Reinforcement Learning-Based Ransomware Detection Lifecycle Management of Optical Networks With Dynamic -Updating Digital Twin: A Hybrid Data-Driven and Physics-Informed Approach

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T07:57:14.956858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d49ae8d5-aeb8-4d81-b76b-05e854c73913 · outbound

This paper cites ACM Transactions on Intelligent Systems and Technology 16, 1–46.

Privacy-Aware Machine Unlearning with SISA for Reinforcement Learning-Based Ransomware Detection ACM Transactions on Intelligent Systems and Technology 16, 1–46

Reference 14

Resolution: verified exact; doi, observed 2026-05-10T07:57:14.968280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 99e5b033-6b8f-4247-aa7c-cb0d14251d18 · outbound

This paper cites In2025 62nd ACM/IEEE Design Automation Conference (DAC).

Privacy-Aware Machine Unlearning with SISA for Reinforcement Learning-Based Ransomware Detection In2025 62nd ACM/IEEE Design Automation Conference (DAC)

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T07:57:14.945715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ba22f25a-f75e-4f52-88b7-e789f5f9ea2b · outbound

This paper cites an unresolved cited work.

Privacy-Aware Machine Unlearning with SISA for Reinforcement Learning-Based Ransomware Detection Unresolved cited work

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-10T07:57:14.940720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 71eb7b80-3b1b-4690-9352-e8a4ce980670 · outbound

This paper cites an unresolved cited work.

Privacy-Aware Machine Unlearning with SISA for Reinforcement Learning-Based Ransomware Detection Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-05-21T12:25:08.154453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e3f74ce8-5161-4796-81d8-516d2b675c4a · outbound

This paper cites 14 Maohao Shen, Subhro Das, Kristjan Greenewald, Prasanna Sattigeri, Gregory Wornell, and Soumya Ghosh.

Privacy-Aware Machine Unlearning with SISA for Reinforcement Learning-Based Ransomware Detection 14 Maohao Shen, Subhro Das, Kristjan Greenewald, Prasanna Sattigeri, Gregory Wornell, and Soumya Ghosh

Reference 18

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T07:57:14.948212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 21d41fdd-0c6c-4dd8-88ca-3995cddb770e · outbound

This paper cites IEEE Transactions on Dependable and Secure Computing22(2), 852–869 (2025).https://doi.org/10.1109/TDSC.

Privacy-Aware Machine Unlearning with SISA for Reinforcement Learning-Based Ransomware Detection IEEE Transactions on Dependable and Secure Computing22(2), 852–869 (2025).https://doi.org/10.1109/TDSC

Reference 19

Resolution: malformed identifier; doi_truncated, observed 2026-05-10T07:57:14.949956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 3dc6c13a-6dc2-4c0b-a76d-bc6c8dbcfec1 · outbound

This paper cites IEEE Transactions on Emerging Topics in Computational Intelligence , author =.

Privacy-Aware Machine Unlearning with SISA for Reinforcement Learning-Based Ransomware Detection IEEE Transactions on Emerging Topics in Computational Intelligence , author =

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-10T07:57:14.954485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 871391f7-7746-4a39-9877-9192316a7509 · outbound

This paper cites Enhancingdynamicmalwarebehavioranalysis throughnovelwindowseventswithmachinelearning.

Privacy-Aware Machine Unlearning with SISA for Reinforcement Learning-Based Ransomware Detection Enhancingdynamicmalwarebehavioranalysis throughnovelwindowseventswithmachinelearning

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-10T07:57:14.980244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Pith citing papers

Observation 6efcfef0-bc0a-4b0c-9e8f-505d01924caa · inbound

Auditable Machine Unlearning for Privacy-Compliant Ransomware Detection Using Multi-Shard SISA and Deep Reinforcement Learning cites this paper.

Auditable Machine Unlearning for Privacy-Compliant Ransomware Detection Using Multi-Shard SISA and Deep Reinforcement Learning Privacy-Aware Machine Unlearning with SISA for Reinforcement Learning-Based Ransomware Detection

Reference 9

Resolution: malformed identifier; local_arxiv, observed 2026-07-10T00:16:39.295863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.