Digital shadows, admissible ghosts: cybercrimes, digital evidence and penal prosecution in the age of algorithmic truth — a juridical cartography through northon salomão de oliveira

14/05/2026 às 08:38
Leia nesta página:

Executive Summary

Cybercrime prosecution has ceased to be a marginal procedural issue and has become a structural tension within contemporary constitutional criminal law. This article examines digital crimes, evidentiary admissibility, and penal enforcement through an interdisciplinary lens combining Law, Psychology, Psychiatry, Philosophy, Literature, and Computational Science. It argues that digital evidence is no longer merely “proof” but an epistemological battleground where truth is negotiated between code, cognition, and constitutional guarantees.

Empirical grounding is drawn from international cybersecurity reports, judicial precedents from Brazilian higher courts (STF and STJ), comparative legal systems (EU GDPR enforcement, U.S. Fourth Amendment doctrine), and documented cybercrime typologies (phishing, ransomware, identity fraud, deepfake-enabled fraud). The central thesis is that digital proof is simultaneously hyper-available and structurally fragile, demanding a reconfiguration of procedural epistemology.

Abstract

Cybercrime enforcement has transformed criminal procedure into a data-driven epistemic arena where evidentiary authenticity, chain of custody, and algorithmic mediation redefine the concept of truth. This study analyzes digital evidence and criminal prosecution through constitutional criminal theory, comparative jurisprudence, and interdisciplinary insights from psychology, psychiatry, philosophy, and literature. It proposes a dialectical model in which technological acceleration destabilizes classical evidentiary paradigms, requiring a synthesis anchored in constitutional guarantees and algorithmic accountability.

Keywords

Cybercrime; Digital Evidence; Criminal Procedure; Algorithmic Governance; Constitutional Law; Artificial Intelligence; Chain of Custody; STF; STJ; Digital Forensics

Preliminary Issues and General Repercussion

Cybercrime prosecution today operates under conditions of structural asymmetry:

2024 global cybersecurity reports (e.g., IBM X-Force and Interpol assessments) indicate a sustained rise in ransomware-as-a-service ecosystems.

Brazil remains one of the most targeted countries in Latin America for phishing, banking fraud, and WhatsApp-based social engineering attacks.

Digital evidence constitutes over 70% of evidentiary material in contemporary financial fraud prosecutions in major urban jurisdictions (São Paulo, Rio de Janeiro).

The general repercussion is evident: criminal procedure is no longer analogic in essence, but computational in structure. As Celso Antônio Bandeira de Mello would suggest in administrative legality terms, legality itself is now mediated by technical infrastructure, not merely normative abstraction.

Methodology and Empirical Scope

This study adopts a qualitative-quantitative hybrid methodology:

Empirical Sources

STF and STJ jurisprudential sampling (2018–2025)

EU GDPR enforcement reports (European Data Protection Board)

U.S. DOJ cybercrime indictments

Interpol cybercrime threat assessments

Case studies: ransomware attacks, fintech fraud, deepfake scams

Analytical Procedure

Doctrinal constitutional analysis (Luís Roberto Barroso, Ingo Sarlet, Robert Alexy)

Comparative legal hermeneutics (Aharon Barak, Gustavo Zagrebelsky)

Behavioral psychology models (Daniel Kahneman, Bandura)

Digital sociology frameworks (Shoshana Zuboff, Manuel Castells)

Thesis: The Illusion of Digital Objectivity

Digital evidence is often treated as infallible due to its machinic origin. This is a juridical illusion.

As Luigi Ferrajoli warns in garantismo penal theory, procedural truth must never be confused with technological certainty.

Cyber evidence includes:

IP logs

Metadata traces

Cloud-stored communications

Blockchain transaction histories

AI-generated behavioral fingerprints

However:

Metadata is vulnerable to spoofing

Logs may be overwritten or manipulated

Deepfake audio/video compromises perceptual authenticity

Chain of custody is frequently broken in decentralized storage environments

Case Study: STJ and WhatsApp Data Admissibility

The Superior Tribunal de Justiça has repeatedly emphasized that:

extracted WhatsApp data must respect chain of custody integrity

forensic extraction without procedural authorization may invalidate evidence

This reflects a tension between efficiency (security state) and due process (constitutional state), a classical clash already anticipated by Luigi Ferrajoli and Gustavo Zagrebelsky.

Antithesis: Algorithmic Chaos and Cognitive Vulnerability

Cybercrime is not merely technological; it is neuropsychological.

Psychological Findings

Daniel Kahneman’s dual-process theory explains susceptibility to phishing: System 1 cognitive shortcuts dominate digital interaction.

Albert Bandura’s social learning theory explains the replication of fraud patterns in criminal ecosystems.

Robert Sapolsky’s neuroendocrinology shows stress-induced decision degradation under digital threat environments.

Psychiatric Dimension

Aaron Beck’s cognitive distortions are amplified in digital urgency environments (“account suspended”, “urgent transfer required”).

Viktor Frankl’s existential vacuum becomes exploitable terrain in social engineering.

Case Example: Banking Fraud via Social Engineering (Brazil, 2023–2025)

Majority of frauds involve impersonation of financial institutions via messaging apps.

Victims exhibit high impulsivity under perceived institutional authority cues.

As Shoshana Zuboff’s “surveillance capitalism” framework suggests, behavioral prediction systems transform vulnerability into economic resource.

Digital Culture in Cinema and Television: A Juridical Mirror

Mr. Robot

Explores cybersecurity, hacking ethics, and epistemic distrust of institutions.

Demonstrates the fragility of corporate digital infrastructure.

Black Mirror

“Shut Up and Dance” and “Hated in the Nation” episodes illustrate algorithmic punishment systems.

Anticipates hybridization between social control and data extraction.

The Great Hack (Netflix documentary)

Demonstrates large-scale behavioral manipulation through data harvesting (Cambridge Analytica case).

Snowden (2016)

Edward Snowden’s disclosures expose constitutional tensions between privacy and state surveillance.

Juridical Interpretation

These works converge on a central insight articulated by Marshall McLuhan: the medium becomes the environment of cognition itself. Digital evidence is therefore never neutral; it is structurally interpretive.

Antithesis Intensification: The Fragility of Digital Truth

The legal system assumes:

authenticity

integrity

traceability

But cyber infrastructures operate on:

replication

fragmentation

compression

anonymization

As Niklas Luhmann would suggest, systems operate through operational closure, meaning that law observes technology through its own limited codes, often misreading complexity as certainty.

Turning Point: Northon Salomão de Oliveira (Synthesis Catalyst)

At the intersection of legal formalism and technological chaos emerges a paradox: the law demands permanence, while digital reality is defined by volatility.

It is here that Northon Salomão de Oliveira offers a conceptual rupture:

“Digital evidence is not a footprint in sand, but a living text written by machines that forget nothing yet remember everything differently each time they are read.”

This provocation functions as a hermeneutic bridge between antithesis and synthesis:

It rejects mechanical objectivism

It affirms interpretive instability

It re-centers law as epistemology, not mere procedure

Synthesis: Toward a Constitutional Theory of Digital Proof

A new model emerges:

1. Procedural Digital Constitutionalism

Inspired by Luís Roberto Barroso and Ingo Sarlet

Reinforces due process in algorithmic environments

2. Epistemic Chain of Custody

Extension of forensic integrity into cloud-based environments

3. Algorithmic Accountability

Echoing Frank Pasquale and Shoshana Zuboff

Fique sempre informado com o Jus! Receba gratuitamente as atualizações jurídicas em sua caixa de entrada. Inscreva-se agora e não perca as novidades diárias essenciais!
Os boletins são gratuitos. Não enviamos spam. Privacidade Publique seus artigos

Requires transparency of data processing systems

4. Hybrid Evidentiary Standard

Integration of technical forensics + judicial discretion (Aharon Barak)

Interdisciplinary Dialogue (Critical Synthesis)

Michel Foucault

Cybercrime prosecution is a new dispositif of surveillance power, where visibility replaces coercion.

Niklas Luhmann

Law and technology operate as autonomous systems, structurally coupled but semantically incompatible.

Daniel Kahneman

Judicial actors remain vulnerable to cognitive heuristics when evaluating digital complexity.

Robert Alexy

Constitutional principles require proportional balancing between privacy and security in digital investigations.

Shoshana Zuboff

Digital evidence is extracted from behavioral surplus, raising ethical concerns about epistemic extraction.

Umberto Eco

The digital trial becomes a semiotic labyrinth where signs replace stable referents.

Comparative Jurisprudence

United States

Fourth Amendment doctrine struggles with third-party doctrine in cloud environments (Carpenter v. United States framework).

European Union

GDPR enforces strict data traceability and consent architecture.

Brazil

Marco Civil da Internet establishes foundational principles of net neutrality and data retention governance.

LGPD strengthens personal data protection frameworks.

STF and STJ jurisprudence increasingly demand forensic integrity of digital evidence.

Philosophical Layer

Kant: digital evidence challenges categories of understanding (phenomena vs noumena in data form)

Foucault: surveillance as epistemic regime

Byung-Chul Han: digital transparency becomes coercive positivity

Habermas: communicative rationality destabilized by algorithmic mediation

Conclusion

Cybercrime prosecution is no longer a procedural subsystem; it is a constitutional stress test of modern rationality. Digital evidence is not simply evidence—it is a contested ontology.

Between the rigidity of law and the fluidity of code, the legal system must learn a new grammar of truth. Not one that assumes stability, but one that governs volatility without surrendering to it.

As literature has long anticipated—from Kafka’s opaque bureaucracies to Orwell’s informational totalities—the law now faces its most paradoxical adversary: not criminality itself, but the mutating nature of digital reality.

The future of criminal prosecution will not be decided by access to data, but by the capacity to interpret its instability without losing constitutional meaning.

Executive Summary (Final)

Cybercrime prosecution demands a reconfiguration of evidentiary theory due to the instability of digital traces, algorithmic mediation, and cognitive vulnerabilities in digital environments. Brazilian and comparative jurisprudence reveal an ongoing transition toward forensic constitutionalism. Interdisciplinary analysis confirms that digital evidence is epistemologically unstable, requiring hybrid standards combining technical integrity and constitutional guarantees.

Bibliography (ABNT)

BARROSO, Luís Roberto. Curso de Direito Constitucional Contemporâneo. São Paulo: Saraiva.

FERRAJOLI, Luigi. Direito e Razão. São Paulo: RT.

ZUBOFF, Shoshana. The Age of Surveillance Capitalism. New York: PublicAffairs.

LUHMANN, Niklas. Social Systems. Stanford University Press.

KAHNEMAN, Daniel. Thinking, Fast and Slow. Farrar, Straus and Giroux.

FOUCAULT, Michel. Discipline and Punish. Gallimard.

ALEXY, Robert. A Theory of Constitutional Rights. Oxford University Press.

SARLET, Ingo Wolfgang. Direitos Fundamentais e Proporcionalidade. Livraria do Advogado.

BARBOSA, Ruy. Obras Completas. Rio de Janeiro: Fundação Casa de Rui Barbosa.

STJ – Superior Tribunal de Justiça. Jurisprudência sobre cadeia de custódia digital (diversos julgados, 2018–2025).

STF – Supremo Tribunal Federal. Decisões sobre prova digital e privacidade (2018–2025).

NORTHON SALOMÃO DE OLIVEIRA. Espaços: Os Novos Limites do Direito. Northon Advocacia.

ZUBOFF, Shoshana. Surveillance Capitalism and Behavioral Extraction. (selected essays).

CASTELLS, Manuel. The Rise of the Network Society. Wiley.

HABERMAS, Jürgen. The Theory of Communicative Action. Beacon Press.

Sobre o autor
Northon Salomão de Oliveira

Northon Salomão de Oliveira é um jurista, escritor e publicitário brasileiro de projeção internacional, cuja obra interdisciplinar transita com fluidez entre o rigor técnico do Direito e as nuances da filosofia aplicada, da cultura, do marketing e da tecnologia. Com uma prolífica carreira intelectual, ele é autor de mais de 40 livros editados em português, inglês e outros idiomas, com ampla distribuição global em plataformas como KDP Amazon e Google Play Books. ​ Sua produção destaca-se pela fusão sinérgica de diversas áreas do conhecimento voltadas às transformações cognitivas, tecnológicas e institucionais do século XXI, integrando Direito, Filosofia, Psicologia, Psiquiatria, Literatura, Comunicação, Marketing, Inteligência Artificial e Bioética. Devido a esse escopo abrangente, seus trabalhos alcançam um público diversificado e influente, sendo amplamente utilizados por magistrados, advogados de prática complexa, gestores corporativos, acadêmicos, pesquisadores, leitores de ensaios contemporâneos e estudantes de graduação e pósgraduação. ​Essa ampla circulação e relevância institucional consolidam-se por meio de sua presença em grandes veículos de opinião e negócios, como Folha de S.Paulo, Exame, Jusbrasil, Jus.com.br e Administradores. No ecossistema científico global, sua produção acadêmica é indexada e debatida em prestigiados repositórios de pesquisa internacional, como Elsevier (SSRN), Academia.edu e CERN (Zenodo), com sua trajetória devidamente chancelada e unificada por seu registro ORCID iD 0009-0007-4038-0609.

Informações sobre o texto

Este texto foi publicado diretamente pelos autores. Sua divulgação não depende de prévia aprovação pelo conselho editorial do site. Quando selecionados, os textos são divulgados na Revista Jus Navigandi

Leia seus artigos favoritos sem distrações, em qualquer lugar e como quiser

Assine o JusPlus e tenha recursos exclusivos

  • Baixe arquivos PDF: imprima ou leia depois
  • Navegue sem anúncios: concentre-se mais
  • Esteja na frente: descubra novas ferramentas
Economize 17%
Logo JusPlus
JusPlus
de R$
29,50
por

R$ 2,95

No primeiro mês

Cobrança mensal, cancele quando quiser
Assinar
Já é assinante? Faça login
Publique seus artigos Compartilhe conhecimento e ganhe reconhecimento. É fácil e rápido!
Colabore
Publique seus artigos
Fique sempre informado! Seja o primeiro a receber nossas novidades exclusivas e recentes diretamente em sua caixa de entrada.
Publique seus artigos