Paper Citation Record · LEDGER

Random Forest Stratified K-Fold Cross Validation on SYN DoS Attack SD-IoV

As of 16 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2509.07016.

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

pith.paper-citation-record.v1
2509.07016 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:23:48.233440Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

23 of 23 outbound references displayed

verified exact13
verified fuzzy2
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b74d6daa-ac4f-42d8-9fa7-46240d425779 · outbound

This paper cites Security in VANET,.

Random Forest Stratified K-Fold Cross Validation on SYN DoS Attack SD-IoV Security in VANET,

Reference 1

Resolution: verified exact; doi, observed 2026-08-15T16:23:48.426853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b9172d33-5fff-45f6-ac83-abb2a5795dce · outbound

This paper cites Lightweight Statistical Approach towards TCP SYN Flood DDoS Attack Detection and Mitigation in SDN Environment,.

Random Forest Stratified K-Fold Cross Validation on SYN DoS Attack SD-IoV Lightweight Statistical Approach towards TCP SYN Flood DDoS Attack Detection and Mitigation in SDN Environment,

Reference 2

Resolution: verified exact; doi, observed 2026-08-15T16:23:48.407978Z

Source-reported events for the cited work

retraction dated 2023-12-06. Source: crossref record 10.1155/2023/9845784->10.1155/2022/2593672:retraction, observed 2026-07-11T02:51:43.565344+00:00. This notice travels one citation hop only.

retraction . Source: retraction watch record 60021, observed 2026-07-08T21:54:05.849929+00:00. This notice travels one citation hop only.

Observation da339aa1-df7f-4736-bd23-6945103aa068 · outbound

This paper cites Detection and Mitigation of SYN Flooding Attacks through SYN/ACK Packets and Black/White Lists,.

Random Forest Stratified K-Fold Cross Validation on SYN DoS Attack SD-IoV Detection and Mitigation of SYN Flooding Attacks through SYN/ACK Packets and Black/White Lists,

Reference 3

Resolution: verified exact; doi, observed 2026-08-15T16:23:48.391610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b8357d96-efed-4064-9509-01e8c6d1fac7 · outbound

This paper cites SDN enabled DDoS attack detection and mitigation for 5G networks,.

Random Forest Stratified K-Fold Cross Validation on SYN DoS Attack SD-IoV SDN enabled DDoS attack detection and mitigation for 5G networks,

Reference 4

Resolution: verified exact; doi, observed 2026-08-15T16:23:48.374765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 28d6bf32-d3ce-45e2-aced-8aa77aea089b · outbound

This paper cites TCP and Priority Queue based Emergency Data Transmission in VANETs,.

Random Forest Stratified K-Fold Cross Validation on SYN DoS Attack SD-IoV TCP and Priority Queue based Emergency Data Transmission in VANETs,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:23:49.240855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation aecb9b36-7dd8-4e7c-9641-6bd40c4627f8 · outbound

This paper cites Adaptive Congestion Control Mechanism to Enhance TCP Performance in Cooperative IoV,.

Random Forest Stratified K-Fold Cross Validation on SYN DoS Attack SD-IoV Adaptive Congestion Control Mechanism to Enhance TCP Performance in Cooperative IoV,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T16:23:48.160291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6397083-f06d-41c2-a96f-b3358b887e08 · outbound

This paper cites On the realization of VANET using named data networking: On improvement of VANET using NDN-based routing, caching, and security,.

Random Forest Stratified K-Fold Cross Validation on SYN DoS Attack SD-IoV On the realization of VANET using named data networking: On improvement of VANET using NDN-based routing, caching, and security,

Reference 7

Resolution: verified exact; doi, observed 2026-08-15T16:23:48.358321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f2d462c1-f6cd-4807-9d25-d6f8d87d3306 · outbound

This paper cites Design and Implementation of TCP-Friendly Meters in P4 Switches,.

Random Forest Stratified K-Fold Cross Validation on SYN DoS Attack SD-IoV Design and Implementation of TCP-Friendly Meters in P4 Switches,

Reference 9

Resolution: metadata mismatch; raw_fallback, observed 2026-08-15T16:23:49.065824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9368c340-d31a-48b9-89e8-527c6b67d650 · outbound

This paper cites Detection and Prevention of TCP SYN Flooding Attack in WSN Using Protocol Dependent Detection and Classification System,.

Random Forest Stratified K-Fold Cross Validation on SYN DoS Attack SD-IoV Detection and Prevention of TCP SYN Flooding Attack in WSN Using Protocol Dependent Detection and Classification System,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:23:49.226170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6d8d1313-ca0b-4e7d-b3b4-b416f9019e27 · outbound

This paper cites an unresolved cited work.

Random Forest Stratified K-Fold Cross Validation on SYN DoS Attack SD-IoV Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T16:23:48.185235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b3fe4d2-6f78-412d-97bb-37f822bc2e41 · outbound

This paper cites The potential of SDNs and multihoming in VANETs: A The potential of SDNs and multihoming in VANETs: A Comprehensive Survey Comprehensive Survey.

Random Forest Stratified K-Fold Cross Validation on SYN DoS Attack SD-IoV The potential of SDNs and multihoming in VANETs: A The potential of SDNs and multihoming in VANETs: A Comprehensive Survey Comprehensive Survey

Reference 13

Resolution: verified exact; doi, observed 2026-08-15T16:23:48.321764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0fd5fe8f-4ebe-4be1-bbce-50d44289c68e · outbound

This paper cites Detection of DDOS Attack using Machine Learning Models,.

Random Forest Stratified K-Fold Cross Validation on SYN DoS Attack SD-IoV Detection of DDOS Attack using Machine Learning Models,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T16:23:48.194355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b4b693a-b99d-4ee2-977a-c517cbf2e422 · outbound

This paper cites A SYN flooding attack detection approach with hierarchical policies based on self-information,.

Random Forest Stratified K-Fold Cross Validation on SYN DoS Attack SD-IoV A SYN flooding attack detection approach with hierarchical policies based on self-information,

Reference 15

Resolution: verified exact; doi, observed 2026-08-15T16:23:48.303940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3d284917-ed67-4782-a555-8870e0cd09bf · outbound

This paper cites Towards near-real-time intrusion detection for IoT devices using supervised learning and apache spark,.

Random Forest Stratified K-Fold Cross Validation on SYN DoS Attack SD-IoV Towards near-real-time intrusion detection for IoT devices using supervised learning and apache spark,

Reference 16

Resolution: verified exact; doi, observed 2026-08-15T16:23:48.286038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6857b3c7-aea4-49d2-ad2a-0ffd1a5efd88 · outbound

This paper cites A Transfer Double Deep Q Network Based DDoS Detection Method for Internet of Vehicles,.

Random Forest Stratified K-Fold Cross Validation on SYN DoS Attack SD-IoV A Transfer Double Deep Q Network Based DDoS Detection Method for Internet of Vehicles,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T16:23:48.207353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 817a1920-84dd-4728-8c69-aa6ba2424c9d · outbound

This paper cites Comparison of Machine Learning Techniques on Snort for Predicting Realtime DoS and Probe Attack,.

Random Forest Stratified K-Fold Cross Validation on SYN DoS Attack SD-IoV Comparison of Machine Learning Techniques on Snort for Predicting Realtime DoS and Probe Attack,

Reference 18

Resolution: verified exact; raw_fallback, observed 2026-08-15T16:23:48.803849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e2e62733-bf7c-4393-ae4a-dd75f0e0106e · outbound

This paper cites an unresolved cited work.

Random Forest Stratified K-Fold Cross Validation on SYN DoS Attack SD-IoV Unresolved cited work

Reference 19

Resolution: verified exact; raw_fallback, observed 2026-08-15T16:23:48.727904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ef1a879d-7ce9-4607-81f5-e233729adac2 · outbound

This paper cites Real-Time Detection of DDoS Attacks Based on Random Forest in SDN,.

Random Forest Stratified K-Fold Cross Validation on SYN DoS Attack SD-IoV Real-Time Detection of DDoS Attacks Based on Random Forest in SDN,

Reference 20

Resolution: verified exact; doi, observed 2026-08-15T16:23:48.269711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 05d1ed59-79aa-4f77-896c-6e130a3ff8ca · outbound

This paper cites DoS Attack Detection in Wireless Sensor Networks (WSN) Using Hybrid Machine Learning Model,.

Random Forest Stratified K-Fold Cross Validation on SYN DoS Attack SD-IoV DoS Attack Detection in Wireless Sensor Networks (WSN) Using Hybrid Machine Learning Model,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T16:23:48.225047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation deb8e43f-a1df-46b2-9eb8-b31fc308dc0e · outbound

This paper cites Classification Using Random Forest on Imbalanced Credit Card Transaction Data,.

Random Forest Stratified K-Fold Cross Validation on SYN DoS Attack SD-IoV Classification Using Random Forest on Imbalanced Credit Card Transaction Data,

Reference 22

Resolution: verified exact; raw_fallback, observed 2026-08-15T16:23:48.569511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7ea9385d-e3da-48dd-b3a0-a355bce64589 · outbound

This paper cites SKCV: Stratified K-fold cross-validation on ML classifiers for predicting cervical cancer,.

Random Forest Stratified K-Fold Cross Validation on SYN DoS Attack SD-IoV SKCV: Stratified K-fold cross-validation on ML classifiers for predicting cervical cancer,

Reference 23

Resolution: metadata mismatch; raw_fallback, observed 2026-08-15T16:23:48.504635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 70fbfc8a-5108-47cc-9586-961ddf507cad · outbound

This paper cites an unresolved cited work.

Random Forest Stratified K-Fold Cross Validation on SYN DoS Attack SD-IoV Unresolved cited work

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-15T16:23:48.154396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0979310a-1849-4e73-8f66-2b766a8c3617 · outbound

This paper cites an unresolved cited work.

Random Forest Stratified K-Fold Cross Validation on SYN DoS Attack SD-IoV Unresolved cited work

Reference 2023

Resolution: verified exact; doi, observed 2026-08-15T16:23:48.338539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

No inbound Pith citation observations are available.