Paper Citation Record · LEDGER

Synthetic APTs: the Collapse of TTP-Based Attribution

As of 5 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 1 inbound Pith citation observation for arXiv:2606.07158.

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

pith.paper-citation-record.v1
2606.07158 v1

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-27T22:02:35.881369Z

measured 60 of 60 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 2026-07-09T20:05:20.263249Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-09T20:16:29.518908Z

Reference resolution

59 of 59 outbound references displayed

verified exact26
verified fuzzy0
unresolved21
parse uncertain0
malformed identifier3
metadata mismatch9

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6aa15102-0e4a-4cda-9025-655d2611a1f8 · outbound

This paper cites MITRE ATT&CK.

Synthetic APTs: the Collapse of TTP-Based Attribution MITRE ATT&CK

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-27T22:02:35.881369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc4b49be-98c1-479a-a6d7-da90a5dcf379 · outbound

This paper cites Analysis of automated adversary emulation techniques.

Synthetic APTs: the Collapse of TTP-Based Attribution Analysis of automated adversary emulation techniques

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-27T22:02:35.881369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3944ef5-52d1-43d7-b6c3-56fc02134594 · outbound

This paper cites CAI: An Open, Bug Bounty-Ready Cybersecurity AI.

Synthetic APTs: the Collapse of TTP-Based Attribution CAI: An Open, Bug Bounty-Ready Cybersecurity AI

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-07-02T17:27:15.303372Z

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 6a8eb0fb-eb97-4874-bb8e-b180fdf37186 · outbound

This paper cites Cai fluency: A framework for cybersecurity ai fluency.arXiv e-prints, pages arXiv–2508, 2025.

Synthetic APTs: the Collapse of TTP-Based Attribution Cai fluency: A framework for cybersecurity ai fluency.arXiv e-prints, pages arXiv–2508, 2025

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-27T22:02:35.881369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d595c87b-2a4c-4c27-a776-3eeac02d7fa5 · outbound

This paper cites Dynamic Cyber Ranges.

Synthetic APTs: the Collapse of TTP-Based Attribution Dynamic Cyber Ranges

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-07-02T17:27:15.306031Z

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 4dc21f3d-4f30-4f29-95fe-6c9377db04f3 · outbound

This paper cites CYBER RANGES.

Synthetic APTs: the Collapse of TTP-Based Attribution CYBER RANGES

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-27T22:02:35.881369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2136887b-cb4d-45ad-935f-d1b0f53600b9 · outbound

This paper cites Towards cybersecurity superintelli- gence: from ai-guided humans to human-guided ai.

Synthetic APTs: the Collapse of TTP-Based Attribution Towards cybersecurity superintelli- gence: from ai-guided humans to human-guided ai

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-02T17:27:15.309116Z

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 e067212c-e570-4858-a950-5287ee218421 · outbound

This paper cites Towards cybersecurity superintelli- gence (csi): What’s the best harness for cybersecu- rity? In preparation, 2026.

Synthetic APTs: the Collapse of TTP-Based Attribution Towards cybersecurity superintelli- gence (csi): What’s the best harness for cybersecu- rity? In preparation, 2026

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-27T22:02:35.881369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82bc4b87-9200-4521-905b-10587c1cd5c2 · outbound

This paper cites Atomic red team.https://github.com/ redcanaryco/atomic-red-team, 2024.

Synthetic APTs: the Collapse of TTP-Based Attribution Atomic red team.https://github.com/ redcanaryco/atomic-red-team, 2024

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-27T22:02:35.881369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f130155-ef52-459e-8ab9-404a0ae27fc7 · outbound

This paper cites ATTPwn: Adversary emulation with MITRE ATT&CK.

Synthetic APTs: the Collapse of TTP-Based Attribution ATTPwn: Adversary emulation with MITRE ATT&CK

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-27T22:02:35.881369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 038e96d7-9459-482a-b776-8a066f873afc · outbound

This paper cites PurpleSharp: C# adversary simulation tool.

Synthetic APTs: the Collapse of TTP-Based Attribution PurpleSharp: C# adversary simulation tool

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-27T22:02:35.881369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b82f4ff-3f6d-49d9-9728-5cf53fcda40f · outbound

This paper cites SpecRep: Adversary emulation based on attack objective specification in heterogeneous infrastructures.Sensors, 24(17):5601, 2024.

Synthetic APTs: the Collapse of TTP-Based Attribution SpecRep: Adversary emulation based on attack objective specification in heterogeneous infrastructures.Sensors, 24(17):5601, 2024

Reference 12

Resolution: verified exact; doi, observed 2026-06-27T22:11:21.039141Z

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 74f3a611-a04b-4c3d-bbf8-9a2b86178f45 · outbound

This paper cites PentestGPT: An LLM-empowered Automatic Penetration Testing Tool.

Synthetic APTs: the Collapse of TTP-Based Attribution PentestGPT: An LLM-empowered Automatic Penetration Testing Tool

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-07-02T17:27:15.311783Z

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 53685268-02df-42a7-b747-b66d448c3d12 · outbound

This paper cites Stokes, Geoff McDonald, Xuesong Bai, David Marshall, Siyue Wang, Adith Swami- nathan, and Zhou Li.

Synthetic APTs: the Collapse of TTP-Based Attribution Stokes, Geoff McDonald, Xuesong Bai, David Marshall, Siyue Wang, Adith Swami- nathan, and Zhou Li

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-27T22:02:35.881369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4da042a8-5506-48a4-bada-a3d6c88e390c · outbound

This paper cites PENTEST- AI, an LLM-powered multi-agents framework for penetration testing automation leveraging MITRE ATT&CK.

Synthetic APTs: the Collapse of TTP-Based Attribution PENTEST- AI, an LLM-powered multi-agents framework for penetration testing automation leveraging MITRE ATT&CK

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-27T22:02:35.881369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d84edb20-6834-4145-864f-ee506571e1e3 · outbound

This paper cites Towards an Interpretable AI Framework for Advanced Classification of Unmanned Aerial Vehicles (UA Vs).

Synthetic APTs: the Collapse of TTP-Based Attribution Towards an Interpretable AI Framework for Advanced Classification of Unmanned Aerial Vehicles (UA Vs)

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-06-27T22:11:21.017299Z

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 ba55fbf6-0acf-4157-9f97-c0a7c116cab1 · outbound

This paper cites CIPHER: Cybersecurity Intelligent Penetration-Testing Helper for Ethical Researcher.

Synthetic APTs: the Collapse of TTP-Based Attribution CIPHER: Cybersecurity Intelligent Penetration-Testing Helper for Ethical Researcher

Reference 17

Resolution: verified exact; doi, observed 2026-06-27T22:11:21.019455Z

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 8297e2fb-2421-456b-9059-059332c91e8e · outbound

This paper cites VulnBot: Autonomous Penetration Testing for A Multi-Agent Collaborative Framework.

Synthetic APTs: the Collapse of TTP-Based Attribution VulnBot: Autonomous Penetration Testing for A Multi-Agent Collaborative Framework

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-07-02T17:27:15.314341Z

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 70a8f94e-ef3a-4344-afb3-1e8d100ae6fe · outbound

This paper cites CurriculumPT: LLM-based multi-agent autonomous penetration testing with curriculum- guided task scheduling.Applied Sciences, 15(16): 9096.

Synthetic APTs: the Collapse of TTP-Based Attribution CurriculumPT: LLM-based multi-agent autonomous penetration testing with curriculum- guided task scheduling.Applied Sciences, 15(16): 9096

Reference 19

Resolution: verified exact; doi, observed 2026-06-27T22:11:21.026562Z

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 ce772ba0-031c-4f85-9aa1-b932447a5e3f · outbound

This paper cites From Text to MITRE Techniques: Exploring the Malicious Use of Large Language Models for Generating Cyber Attack Payloads.

Synthetic APTs: the Collapse of TTP-Based Attribution From Text to MITRE Techniques: Exploring the Malicious Use of Large Language Models for Generating Cyber Attack Payloads

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-06-27T22:11:21.033417Z

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 2e29f34e-fe48-4e76-913e-532b949c1c5b · outbound

This paper cites HackSynth: LLM Agent and Evaluation Framework for Autonomous Penetration Testing.

Synthetic APTs: the Collapse of TTP-Based Attribution HackSynth: LLM Agent and Evaluation Framework for Autonomous Penetration Testing

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T17:27:15.317063Z

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 6e3089b5-d628-4483-9f6f-162893a6d3c6 · outbound

This paper cites PentestAgent: Incorporating LLM Agents to Automated Penetration Testing.

Synthetic APTs: the Collapse of TTP-Based Attribution PentestAgent: Incorporating LLM Agents to Automated Penetration Testing

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-07-02T17:27:15.332645Z

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 a4bbfcb9-5300-4c63-aa7b-cdbd197f2acf · outbound

This paper cites Adjunct Proceedings of the 33rd ACM Conference on User Modeling, Adaptation and Personalization (New York, NY, USA), UMAP Adjunct ’25, June 12, 388–92.

Synthetic APTs: the Collapse of TTP-Based Attribution Adjunct Proceedings of the 33rd ACM Conference on User Modeling, Adaptation and Personalization (New York, NY, USA), UMAP Adjunct ’25, June 12, 388–92

Reference 23

Resolution: metadata mismatch; arxiv_id, observed 2026-06-27T22:11:21.041951Z

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 7bd8b109-bfac-4422-891b-46fa1f7fc045 · outbound

This paper cites Guided reasoning in LLM- driven penetration testing using structured attack trees.arXiv preprint arXiv:2509.07939, 2025.

Synthetic APTs: the Collapse of TTP-Based Attribution Guided reasoning in LLM- driven penetration testing using structured attack trees.arXiv preprint arXiv:2509.07939, 2025

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-06-27T22:11:21.013130Z

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 7d806ab5-5c2d-4821-8839-e51acc36de8f · outbound

This paper cites Can LLMs Hack Enterprise Networks? Autonomous Assumed Breach Penetration-Testing Active Directory Networks , year =.

Synthetic APTs: the Collapse of TTP-Based Attribution Can LLMs Hack Enterprise Networks? Autonomous Assumed Breach Penetration-Testing Active Directory Networks , year =

Reference 25

Resolution: verified exact; doi, observed 2026-06-27T22:11:21.028623Z

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 2feb92b6-0b32-4a41-b1eb-65239af41e4c · outbound

This paper cites Advanced persistent threats (APT) attribution using deep reinforcement learning.Digital Threats: Research and Practice, 6: 1–23, 2024.

Synthetic APTs: the Collapse of TTP-Based Attribution Advanced persistent threats (APT) attribution using deep reinforcement learning.Digital Threats: Research and Practice, 6: 1–23, 2024

Reference 26

Resolution: verified exact; doi, observed 2026-06-27T22:11:21.017407Z

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 be56c4e9-8259-4cda-abd4-6178767d0354 · outbound

This paper cites Labeling network intrusion detection system (NIDS) rules with MITRE ATT&CK techniques: Machine learning vs.

Synthetic APTs: the Collapse of TTP-Based Attribution Labeling network intrusion detection system (NIDS) rules with MITRE ATT&CK techniques: Machine learning vs

Reference 27

Resolution: verified exact; doi, observed 2026-06-27T22:11:21.031558Z

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 60cdd23e-aefb-4158-a1fb-22f4aff108f5 · outbound

This paper cites Towards effective identification of attack techniques in cyber threat intelligence reports using large language models.

Synthetic APTs: the Collapse of TTP-Based Attribution Towards effective identification of attack techniques in cyber threat intelligence reports using large language models

Reference 28

Resolution: metadata mismatch; arxiv_id, observed 2026-06-27T22:11:21.010039Z

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 b481d957-f589-4c0f-9642-eff231024c6a · outbound

This paper cites an unresolved cited work.

Synthetic APTs: the Collapse of TTP-Based Attribution Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-27T22:02:35.881369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0029eff3-2f83-44fb-a2bd-add19e119222 · outbound

This paper cites Large language models are unreliable for cyber threat intelligence.arXiv preprint arXiv:2503.23175, 2025.

Synthetic APTs: the Collapse of TTP-Based Attribution Large language models are unreliable for cyber threat intelligence.arXiv preprint arXiv:2503.23175, 2025

Reference 30

Resolution: verified exact; doi, observed 2026-06-27T22:11:21.014829Z

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 95aab417-0998-4824-a6a6-ed4473cadeab · outbound

This paper cites Balasubramanian et al.

Synthetic APTs: the Collapse of TTP-Based Attribution Balasubramanian et al

Reference 31

Resolution: metadata mismatch; doi, observed 2026-06-27T22:11:20.999808Z

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 dec10979-3bf4-4d10-a7be-d5add63609d8 · outbound

This paper cites Atmacan et al.,The imaging Time-of-Propagation detector at Belle II, Nucl.

Synthetic APTs: the Collapse of TTP-Based Attribution Atmacan et al.,The imaging Time-of-Propagation detector at Belle II, Nucl

Reference 32

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T17:27:15.330001Z

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 92039af0-9c5e-4b44-a476-7acb38ac740f · outbound

This paper cites Hilario, S.

Synthetic APTs: the Collapse of TTP-Based Attribution Hilario, S

Reference 33

Resolution: malformed identifier; doi_truncated, observed 2026-06-27T22:11:21.029898Z

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 ef0df6e1-d55f-48f0-9346-045fbb65e1c6 · outbound

This paper cites Adversaries leverage AI for vulnerability exploitation, augmented operations, and initial access.

Synthetic APTs: the Collapse of TTP-Based Attribution Adversaries leverage AI for vulnerability exploitation, augmented operations, and initial access

Reference 34

Resolution: unresolved; no resolver link, observed 2026-06-27T22:02:35.881369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae08d197-ab3d-4fb7-9ece-41bca2a8dda2 · outbound

This paper cites CAI teams & parallel execu- tion.

Synthetic APTs: the Collapse of TTP-Based Attribution CAI teams & parallel execu- tion

Reference 35

Resolution: unresolved; no resolver link, observed 2026-06-27T22:02:35.881369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9174207a-1200-4e8f-bb76-0ba8f5a8b35d · outbound

This paper cites Cybersecurity AI: The Dangerous Gap Between Automation and Autonomy.

Synthetic APTs: the Collapse of TTP-Based Attribution Cybersecurity AI: The Dangerous Gap Between Automation and Autonomy

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-07-02T17:27:15.335305Z

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 3f7f1bf8-9e47-469a-ba7d-e5e82f474e3f · outbound

This paper cites Cybersecurity ai: Hacking the ai hackers via prompt injection.arXiv preprint arXiv:2508.21669, 2025.

Synthetic APTs: the Collapse of TTP-Based Attribution Cybersecurity ai: Hacking the ai hackers via prompt injection.arXiv preprint arXiv:2508.21669, 2025

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-07-02T17:27:15.337973Z

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 36455600-f886-4034-9b82-ae425c0affe4 · outbound

This paper cites Cybersecurity ai: Evaluating agentic cybersecurity in attack/defense ctfs.

Synthetic APTs: the Collapse of TTP-Based Attribution Cybersecurity ai: Evaluating agentic cybersecurity in attack/defense ctfs

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-07-02T17:27:15.324729Z

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 a64a6df6-fa6b-493d-a8a2-74d03936d0ad · outbound

This paper cites Cybersecurity ai: A game-theoretic ai for guiding attack and defense.arXiv preprint arXiv:2601.05887, 2026.

Synthetic APTs: the Collapse of TTP-Based Attribution Cybersecurity ai: A game-theoretic ai for guiding attack and defense.arXiv preprint arXiv:2601.05887, 2026

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-07-02T17:27:15.319541Z

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 8fd130a0-7253-4d33-a378-c65c88f26d8f · outbound

This paper cites Vilches, Francesco Balassone, Luis Javier Navarrete-Lozano, Cristóbal R.

Synthetic APTs: the Collapse of TTP-Based Attribution Vilches, Francesco Balassone, Luis Javier Navarrete-Lozano, Cristóbal R

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-07-02T17:27:15.327300Z

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 1c8fc3dd-b3fd-4b3d-a5fd-e485c5d9a43d · outbound

This paper cites Claude Opus 4.6 system card.

Synthetic APTs: the Collapse of TTP-Based Attribution Claude Opus 4.6 system card

Reference 41

Resolution: unresolved; no resolver link, observed 2026-06-27T22:02:35.881369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44eca91c-208c-4df7-8b65-e4de477f7ce9 · outbound

This paper cites Robinson.

Synthetic APTs: the Collapse of TTP-Based Attribution Robinson

Reference 42

Resolution: metadata mismatch; doi, observed 2026-06-27T22:11:21.022999Z

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 03d462b2-da6d-457d-bc1e-9be192c096b9 · outbound

This paper cites Generative Ad- versarial Nets.

Synthetic APTs: the Collapse of TTP-Based Attribution Generative Ad- versarial Nets

Reference 43

Resolution: unresolved; no resolver link, observed 2026-06-27T22:02:35.881369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cc2bbc2-868d-4664-90bf-fc061b472354 · outbound

This paper cites Monderer & L.

Synthetic APTs: the Collapse of TTP-Based Attribution Monderer & L

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-06-27T22:11:21.007288Z

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 b4ed6df7-8725-4b91-8321-d3e97a587d5f · outbound

This paper cites Fictitious play in 2xn games.Journal of Economic Theory, 120(2):139–154, February 2005.

Synthetic APTs: the Collapse of TTP-Based Attribution Fictitious play in 2xn games.Journal of Economic Theory, 120(2):139–154, February 2005

Reference 45

Resolution: verified exact; doi, observed 2026-06-27T22:11:21.026703Z

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 7f47bcdb-1f2d-43eb-8a41-507ec00a44c3 · outbound

This paper cites Fictitious Play Property for Games with Identical Interests.Journal of Economic The- ory, 68:258–265, 1996.

Synthetic APTs: the Collapse of TTP-Based Attribution Fictitious Play Property for Games with Identical Interests.Journal of Economic The- ory, 68:258–265, 1996

Reference 46

Resolution: unresolved; no resolver link, observed 2026-06-27T22:02:35.881369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08cf61c7-7aff-408e-ac6f-27c17c6a10e3 · outbound

This paper cites Fictitious play in ’one-against-all’ multi- player games.Economic Theory, 14(3):635–651, 1999.

Synthetic APTs: the Collapse of TTP-Based Attribution Fictitious play in ’one-against-all’ multi- player games.Economic Theory, 14(3):635–651, 1999

Reference 47

Resolution: malformed identifier; no resolver link, observed 2026-06-27T22:02:35.881369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46c72a23-8f2d-4b51-a82a-faf6f80a7292 · outbound

This paper cites Bayesian Segmentation of Atrium Wall Using Globally-Optimal Graph Cuts on 3D Meshes.

Synthetic APTs: the Collapse of TTP-Based Attribution Bayesian Segmentation of Atrium Wall Using Globally-Optimal Graph Cuts on 3D Meshes

Reference 48

Resolution: malformed identifier; doi_truncated, observed 2026-06-27T22:11:21.028298Z

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 75f45b98-745a-442f-a84c-2db1366e2ebc · outbound

This paper cites Addison-Wesley, third edition, 2001.

Synthetic APTs: the Collapse of TTP-Based Attribution Addison-Wesley, third edition, 2001

Reference 49

Resolution: unresolved; no resolver link, observed 2026-06-27T22:02:35.881369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd6ac8a2-c0d7-43a1-986c-23df74598eb7 · outbound

This paper cites MIT Press, London, 1991.

Synthetic APTs: the Collapse of TTP-Based Attribution MIT Press, London, 1991

Reference 50

Resolution: unresolved; no resolver link, observed 2026-06-27T22:02:35.881369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be6ef0d8-e44c-4da2-8a09-72ec4647abf6 · outbound

This paper cites A Stackelberg Model for Hybridization in Cryptography, April.

Synthetic APTs: the Collapse of TTP-Based Attribution A Stackelberg Model for Hybridization in Cryptography, April

Reference 51

Resolution: unresolved; no resolver link, observed 2026-06-27T22:02:35.881369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ab98f11-82ea-4eed-a6c2-b0a4fceaf1c4 · outbound

This paper cites A Stackelberg Model for Hybridization in Cryptography.

Synthetic APTs: the Collapse of TTP-Based Attribution A Stackelberg Model for Hybridization in Cryptography

Reference 52

Resolution: metadata mismatch; local_arxiv, observed 2026-07-02T17:27:15.321956Z

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 f71abea7-b228-41a7-9536-4d18dabb56ba · outbound

This paper cites Fleet sizing and pricing for hybrid ownership of shared autonomous vehicles in a multimodal transportation system , journal =.

Synthetic APTs: the Collapse of TTP-Based Attribution Fleet sizing and pricing for hybrid ownership of shared autonomous vehicles in a multimodal transportation system , journal =

Reference 53

Resolution: metadata mismatch; arxiv_id, observed 2026-06-27T22:11:21.036851Z

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 8bf16612-7b04-4e21-8d5a-5dad2a6146fb · outbound

This paper cites Turn the tables: Proactive deception defense decision-making based on Bayesian attack graphs and Stackelberg games.Neurocomputing, 638:130139, July 2025.

Synthetic APTs: the Collapse of TTP-Based Attribution Turn the tables: Proactive deception defense decision-making based on Bayesian attack graphs and Stackelberg games.Neurocomputing, 638:130139, July 2025

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-06-27T22:11:21.004646Z

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 c0d4d5c3-3066-4ca2-af61-b79c31bad0ea · outbound

This paper cites Stackelberg security games: looking beyond a decade of success.

Synthetic APTs: the Collapse of TTP-Based Attribution Stackelberg security games: looking beyond a decade of success

Reference 55

Resolution: unresolved; no resolver link, observed 2026-06-27T22:02:35.881369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8435a1f3-7527-4395-a7bf-077646fbd47e · outbound

This paper cites Applying a Bayesian Stackelberg game for securing a chemical plant.Journal of Loss Prevention in the Process In- dustries, 51:72–83, January 2018.

Synthetic APTs: the Collapse of TTP-Based Attribution Applying a Bayesian Stackelberg game for securing a chemical plant.Journal of Loss Prevention in the Process In- dustries, 51:72–83, January 2018

Reference 56

Resolution: verified exact; doi, observed 2026-06-27T22:11:21.043970Z

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 20ad086c-cc4a-4a20-aafe-4d8b69a79cae · outbound

This paper cites Stackelberg- game-based defense analysis against advanced persistent threats on cloud control system.

Synthetic APTs: the Collapse of TTP-Based Attribution Stackelberg- game-based defense analysis against advanced persistent threats on cloud control system

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-06-27T22:11:20.994835Z

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 2905639c-e76d-40e4-b77c-517ea23ab12a · outbound

This paper cites Game-theoretic APT defense: An experimental study on robotics.Computers & Security, 132:103328, September 2023.

Synthetic APTs: the Collapse of TTP-Based Attribution Game-theoretic APT defense: An experimental study on robotics.Computers & Security, 132:103328, September 2023

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-06-27T22:11:20.992036Z

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 b0a96cf8-5bef-4e92-801d-8904769d8f5e · outbound

This paper cites Nearest Neighbor.

Synthetic APTs: the Collapse of TTP-Based Attribution Nearest Neighbor

Reference 59

Resolution: unresolved; no resolver link, observed 2026-06-27T22:02:35.881369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 76bffc39-00f0-49e5-9147-7212cda3e843 · inbound

Certifying Ghosts: How Cybersecurity AI Agents Break the EU Cyber Resilience Act cites this paper.

Certifying Ghosts: How Cybersecurity AI Agents Break the EU Cyber Resilience Act Synthetic APTs: the Collapse of TTP-Based Attribution

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-07-09T20:16:29.520309Z

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.