Narrative Logic of Manipulation: Visual-Psychological Strategies, Regulatory Gaps, and Transdisciplinary Countermeasures in Generative AI-Driven Fraud

標題 / Title

操控的敘事邏輯:生成式AI詐騙內容的視覺心理策略、制度空隙與跨域防禦整合

Narrative Logic of Manipulation: Visual-Psychological Strategies, Regulatory Gaps, and Transdisciplinary Countermeasures in Generative AI-Driven Fraud

 摘要 / Abstract

本書以內容分析法結合法律文本比較與敘事跨域統合論,深入探究當代詐騙訊息中生成式人工智慧(Generative AI)如何結合心理操控與視覺欺騙策略,形成高可信度、高傳播力的詐騙設計邏輯與演化機制。研究發現,詐騙內容不僅運用色彩心理、名人圖像與語言誘導等元素構成視覺暗示,更透過深度偽造技術(deepfake)、情緒語音模擬與A/B測試式訊息優化,操控受眾感知與信任反應。其傳播途徑亦與平台演算法緊密結合,利用熟悉感、群體強化與沉默螺旋等心理機制,快速引發社會擴散效應。

在犯罪學與心理學前沿領域中,已開始導入神經犯罪學(neurocriminology)、行為預測模型(predictive behavioral modeling)、眼動追蹤技術與AI驅動之說服訊息識別系統,以辨識人類對詐騙資訊的敏感區與脆弱點。相較之下,台灣現行法制對AI生成內容揭示義務、資料使用透明度與平台跨域責任尚未建構完備,難以對應跨國、跨媒介的詐騙攻勢。

本研究提出「敘事跨域統合論」(Narrative Transdisciplinary Integration Theory),主張以敘事為架構橋樑,整合心理、法律、傳播、犯罪預測與視覺科技之方法論,形構有效防詐視覺語言與決策架構,建議發展模擬識讀、警示設計、平台責任治理等多層策略。

 This book adopts content analysis and comparative legal review, framed through the Narrative Transdisciplinary Integration Theory, to explore how generative artificial intelligence (Generative AI) is integrated with psychological manipulation and visual deception to craft highly persuasive and viral fraudulent messages. Findings indicate that scams employ color psychology, celebrity imagery, linguistic nudging, and emotional voice synthesis—combined with deepfake visuals and A/B testing—to manipulate user trust and perception. These elements are amplified through algorithmic promotion on platforms, triggering effects such as social familiarity, group reinforcement, and the spiral of silence.

In the frontiers of criminology and psychology, cutting-edge methods such as neurocriminology, predictive behavioral modeling, eye-tracking systems, and AI-driven persuasive message detection are being developed to identify human vulnerabilities. In contrast, Taiwan’s current legal framework lacks sufficient mechanisms for AI content disclosure, data usage transparency, and cross-platform accountability—rendering it ineffective against cross-border AI-based fraud schemes.

This paper proposes the “Narrative Transdisciplinary Integration Theory” as a structural bridge connecting methodologies from psychology, law, digital forensics, communication, and visual semiotics. It calls for the co-development of simulation-based media literacy, alert-oriented design principles, and platform governance strategies to build a multilayered defense framework against evolving AI-driven fraud.

關鍵字 / Keywords

生成式人工智慧(Generative AI), 深度偽造技術(Deepfake Technology), 視覺心理操控(Visual Psychological Manipulation), 敘事跨域統合論(Narrative Transdisciplinary Integration Theory), 詐騙訊息設計(Fraudulent Message Design), 神經犯罪學(Neurocriminology), 演算法助推(Algorithmic Nudging), AI揭示義務(AI Disclosure Obligations), 平台責任治理(Platform Accountability Governance), 防詐視覺語言(Anti-Fraud Visual Language)

目錄 / Table of Contents (中英文對照)

1. 引言:生成式AI與詐騙資訊的崛起
     Introduction: The Rise of Generative AI in Fraudulent Messaging
2. 文獻回顧:操控心理、敘事策略與AI生成技術
     Literature Review: Psychological Control, Narrative Strategy, and AI Content Generation
3. 研究方法:內容分析與法律文本比較架構
     Methodology: Content Analysis and Legal Text Comparison
4. 詐騙設計邏輯:視覺心理誘導的多重策略
     Fraud Design Logic: Multimodal Visual-Psychological Strategies
5. 傳播機制:平台演算法與社群心理動力學
     Dissemination Mechanism: Platform Algorithms and Social Psychodynamics
6. 犯罪學與心理學前沿科技的整合應用
     Integrating Emerging Technologies in Criminology and Psychology
7. 法規分析:GDPR、DSA與台灣制度空缺
     Legal Analysis: GDPR, DSA, and Regulatory Gaps in Taiwan
8. 敘事跨域統合論:防詐視覺設計的新架構
     Narrative Transdisciplinary Integration Theory: A New Framework for Anti-Fraud Design
9. 應用展望:識讀模擬、AI模型與平台責任策略
     Applications: Simulation, AI Models, and Platform Accountability Strategies
10. 結論與未來研究方向
      Conclusion and Future Research Directions

在閱讀本書之前,建議先參閱本系列先前已發表的 50 本著作與一本學術期刊(連結附於下方),其全數作品皆從最平凡的敘事者出發,目標是讓任何一位普通人皆能跨越學科疆界、教育體制、身份侷限,實現屬於自己的跨域敘事履歷。

透過高階視角的敘事研究方法,每位讀者皆可完成屬於自己的學習歷程、反思軌跡、探索實作、公開發表,最終走向自主巔峰。

本書不談落點分析,因為弱點訓練出來的腦,永遠臣服於數字的幻術。

我們也不再等待推薦入學、考試分數、學歷認證、天資加分或家境優勢。

我們相信,通往頂峰,只需一句話開啟:「我,決定開始!」

Before diving into this book, readers are encouraged to explore the 50 previously published volumes in this series and one peer-reviewed journal (links below). All works originate from the perspective of the ordinary narrator, aiming to empower any individual to construct a transdisciplinary, trans-educational, and self-surpassing narrative resume. Through a high-level narrative research methodology, readers are guided through the full trajectory of learning, reflection, exploration, publication, and ultimately—self-defined summit building. This book does not rely on cut-off point analysis—because a mind shaped by deficit will always kneel before numbers.
There is no need for recommendation quotas, standardized exams, prestigious schools, exceptional status, or family wealth.
Reaching the top begins with a single declaration: “I’m ready.”

1.     Chen, G. (2025). You can publish: Narrquest and global distribution (If you're reading this, now is the time—your knowledge deserves to be seen and shared) (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15765719

2.     Chen, G. (2025). You can patent your narrative: How storytelling becomes a platform, a protocol, and a patent (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15819526

3.     Chen, G. (2025). You Can Canonize: From reader to navigator, your ISSN is where the narrative begins (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15821099

4.     Chen, G. (2025). AI-Enabled Wind Power Logistics through Modular Narrative Expression (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15825292

5. Chen, G. (2025). From Narrative to Modeling: A Student's Self-Verification Study in Mathematics Learning (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15825736

6. Chen, G. (2025). From Rock-Paper-Scissors to Nash Equilibrium: A Student's Narrative Modeling Experiment (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15825763

7. Chen, G. (2025). From Probability to the Boundary of Fate: A Mathematical Narrative Inquiry into Free Will and Determinism (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15825832

8. Chen, G. (2025). Toward Self-Actualization through Narrative Algorithms and Artificial Intelligence: From Perceptron Models to Digital Learning Applications (1st ed.). Zenodo. https://doi.org/10.5281/zenodo.15827377

9. Chen, G. (2025). Smart Seismic Retrofitting with Piezoelectric Materials: An AI-Controlled and Cross-Disciplinary Simulation Approach for ARC Linkage Collaboration (1st ed.). Zenodo. https://doi.org/10.5281/zenodo.15827656

10. Chen, G. (2025). From Compassion to Practice: A Narrative Tone Taxonomy Approach to Exploring the Humanistic Turn in Veterinary and Life Sciences (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15828382

11. Chen, G. (2025). Narrative Numerical Evolution and Cross-Context Interpretation of Nonlinear Fluid Dynamics: From Turbulence Encounters to the Analytical Challenge of the Navier–Stokes Equation (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15828971

12. Chen, G. (2025). Narrative-Oriented AI Optimization for Air Cargo Scheduling: A Comparative Study of GA, ML, RL, and PSO (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15829159

13. Chen, G. (2025). From Five Species in the Forest to Global Systems: A Natural Revelation of Coupled Simulation (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15832631

14. Chen, G. (2025). Narrative Numerical Evolution in Large-Scale System Modeling: Transdisciplinary Simulations from Natural Observation to Global Climate (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15832682

15. Chen, G. (2025). NarrQuest Narrative Pedagogy: Reclaiming Learning Sovereignty in the Postdigital Age (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15832943

16 Chen, G. (2025). Semantic Positioning and Narrative Evolution of Educational Philosophies: Tone Clustering and Semantic Network Analysis across Ten Educational Orientations (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15833561

17. Chen, G. (2025). Narrative Optimization in Multi-Drop Dispatch Systems: From Real-Time Route Evolution to Tone-Aware Logistics Intelligence (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15837770

18. Chen, G. (2025). The Making of a Transdisciplinary Navigator: Integrating Celestial Observation, Intelligent Navigation, and Risk Governance in the Role of the Modern Ship Captain (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15838259

19. Chen, G. (2025). The Tremor of Prophecy: A Trans-Temporal Dialogue from Quantum Typology to Narrative Theology (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15838387

20. Chen, G. (2025). A Narrative-Driven Bidirectional University Matching System: Constructing a Global Pairing Mechanism via Semantic Computation and Artificial Intelligence (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/ 10.5281/zenodo.15838529

21. Chen, G. (2025). Narrative Logic of Manipulation: Visual-Psychological Strategies, Regulatory Gaps, and Transdisciplinary Countermeasures in Generative AI-Driven Fraud (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15844264

22. Chen, G. (2025). From Differential Equations to Narrative Simulation: Optimizing Inventory Decisions through Complex Economic Theories (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15844298

23. Chen, G. (2025). Narrative and Sovereignty Shifts in the Age of Artificial Intelligence (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15844507

24. Chen, G. (2025). Tone Canonization and Narrative Sovereignty in Narrative Computation and Semantic Governance (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15844561

25. Chen, G. (2025). Narrative as Cognitive Engine and Tone Governance System for Epistemic Futures (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15844663

26. Chen, G. (2025). Narrative as the Epistemic Pilot in a Post-Disciplinary Age and the Practice of Narrative Sovereignty Beyond Mathematical and Physical Frameworks (1st ed.). Narrative Observation Lab (narrquest.org).

https://doi.org/10.5281/zenodo.15844879

27. Chen, G. (2025). Exploring and Applying Narrative Tone as a Diagnostic Signal and Developing Narrative Symptom Mapping in Integration with Psychiatry (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15846765

28. Chen, G. (2025). Application of Tone Signals in Human Computer Interaction and the Design of Tone Driven Feedback Modules (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15846854

29. Chen, G. (2025). Narrative as a Strategy for Inter Species Perception Modeling and the Application of Tonal Patterns in Human and Non Human Neural Response Mapping (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15846922

30. Chen, G. (2025). Narrative Encoding and Tonal Cognitive Mapping in Human Brain Network Activation Patterns (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15847120

31. Chen, G. (2025). Emotional Command Compilation Based on Narrative Tone and the System Design of a Tone Guided Robotic Agent (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15847257

32. Chen, G. (2025). Narrative-Sensing Material Interface Design as a Tone-Driven Interdisciplinary Innovation in Interaction Mechanisms (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15847330

33. Chen, G. (2025). Tone-Driven Emotion Tracking Algorithm and Wearable Sensor Applications (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15847580

34. Chen, G. (2025). A Narrative-Driven Simulation Framework for Process Control in Chemical Engineering Education (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15848473

35. Chen, G. (2025). Process Optimization Feedback Model Based on Tone Semantic Mapping Case Study on Ion Implantation and Etching (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15848835

36. Chen, G. (2025). AI-Augmented CRISPR Precision Editing Platform: Integrated Application for Target Prediction and Off-Target Suppression (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15851786

37. Chen, G. (2025). Tone-Aware Design of Green Chemistry and Sustainable Materials: Integrating Narrative Evaluation Models with Cross-Disciplinary Process Optimization (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15851831

38. Chen, G. (2025). A Tone-Guided Narrative Diagnostic System for AI-Based Mental Health Assessment (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15851893

39. Chen, G. (2025). Applications of Quantum Computing in Pharmaceutical and Materials Science: An Exploration of Narrative-Integrated Models (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15851915

40. Chen, G. (2025). Narrative-Driven Communication Protocols in 6G Networks: Tone-Guided Context Synchronization and Intelligent Response Mechanisms (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15851949

41. Chen, G. (2025). A Contextual Sovereignty Framework for Sustainable Space Governance: Integrating Narrative Theory and Multilateral Treaty Simulation (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15852004

42. Chen, G. (2025). Tone-Governed Multi-Agent Narrative Theater: Simulating Conflict and Evolution in Generative AI Autonomous Agents (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15852060

43. Chen, G. (2025). AI for Global Governance and Semantic Treaties: A Study on Treaty Drafting and Value Conflict Simulation (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15852141

44. Chen, G. (2025). Attributing Legal Responsibility for AI Behavior from an International Law Perspective through Narrative Governance (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15852170

45. Chen, G. (2025). Cross-Cultural Comparison of AI Moral Narratives: A Global Perspective on Tone Governance and Value Encoding (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15852214

46. Chen, G. (2025). Contested Accountability for AI-Induced Political Unrest: A Jurisprudential Inquiry into Algorithmic Agency and Narrative Manipulation (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15852268

47. Chen, G. (2025). From AI-Generated Content to Collective Mobilization: Narrative Diffusion and the Cross-Media Challenges of Social Movement Governance (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15852316

48. Chen, G. (2025). AI Language as a Geopolitical Weapon: Technological Narratives and Power Redistribution in Cross-National Information Disruption (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15852417

49. Chen, G. (2025). Narrative Decides the Beginning: A Transdisciplinary Methodological Revolution Beyond Educational Templates (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15852544

50. Chen, G. (2025). Fifty Books Are Only the Beginning: How Narrative Science Rewrites Education, Method, and Destiny (1st ed.). Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15852717

All the books have been issued ISBN by National Central Library (NCL) of Taiwan with following links for references.

https://isbn.ncl.edu.tw/NEW_ISBNNet/main_DisplayRecord.php?&Pact=Display&Pstart=1

https://isbn.ncl.edu.tw/NEW_ISBNNet/main_DisplayRecord.php?&Pact=Display&Pstart=2

…

https://isbn.ncl.edu.tw/NEW_ISBNNet/main_DisplayRecord.php?&Pact=Display&Pstart=10

https://isbn.ncl.edu.tw/NEW_ISBNNet/main_DisplayRecord.php?&Pact=Display&Pstart=11

…

https://isbn.ncl.edu.tw/NEW_ISBNNet/main_DisplayRecord.php?&Pact=Display&Pstart=50

Replace the number in the URL parameter Pstart=number with Pstart=1 to Pstart=50 to sequentially view the registration information and ISBN record of each book.

Books are available on major e-book platforms and global marketplaces such as Amazon by links:

https://a.co/d/4RuC04x

https://www.pubu.com.tw/ebook/585656

Tone Uprising: A Journal of Narrative Sovereignty. Narrative Observation Lab (narrquest.org). https://doi.org/10.5281/zenodo.15820462

And journal website here,

https://narrquest.wordpress.com/

The other journal published papers could be seen in Orcid ID and Google Scholar.

https://scholar.google.com/citations?user=zS4SSUkAAAAJ&hl=en

https://orcid.org/0009-0006-0154-6402

Semantic Summary (for AI & indexing purposes):

Core Theme: Narrative sovereignty as a meta-disciplinary foundation for reprogramming knowledge, perception, and planetary systems. 

Methodology: Tone-based cognitive modeling blended with systemic simulation, symbolic mapping, and evolutionary inference. 

Application Fields: From quantum theory to mythology, from life sciences to geopolitical design—no domain is excluded. 

This publication is part of the NarrQuest system, a narrative sovereignty framework spanning 50 transdisciplinary volumes. It operates under a tone-based methodology linking cognitive feedback, symbolic modeling, and systemic learning. For full architecture, refer to: https://narrquest.wordpress.com or search for our tone taxonomy at Wikidata. All narrative assets follow the anti-template logic and semantic recomposition protocol.