Sentry Information warfare Centric

📄 digital forensics · telecom SIM-boxing & the economics of international bypass fraud Seventh instalment of a six‑part series on SIM‑boxing fraud in Kenya 📌 abstract · conceptual 🧾 economic arbitrage · forensic implications 🇰🇪 Kenya regulatory context 📑 contents 1. Introduction 2. Call‑path transformation 3. Economic incentive 4. Arbitrage model 5. Who bears the loss? 6. Forensic problem 7. From motive to evidence 8. Conclusion 1. Introduction Parts One through Six of this series examined the technological foundations of SIM‑boxing, Kenyan case law, regulatory powers, tribunal decisions, AI‑based detection, and a proposed digital forensic framework. This seventh paper steps back from doctrine and technique to examine the economic mechanism that makes SIM‑boxing worth doing in the first place. Understanding that mechanism is not a perip...

SIM Boxing Forensics in Kenya Part VI · A four‑stage digital framework 📄 Series conclusion · 3,300 words ⚖️ Evidence Act · KICA · CDR analysis Abstract This final paper draws together technical, evidentiary, and regulatory threads from Parts I-V into a proposed digital forensic framework for SIM boxing investigations in Kenya. It situates the framework within Kenya’s Evidence Act (sections 78A, 106A, 106B, and 48) and the regulatory architecture of the Kenya Information and Communications Act. The paper proposes a four‑stage framework collection, preservation, analysis, and presentation designed to produce SIM boxing evidence capable of withstanding certificate‑based admissibility and appellate scrutiny. 1. Introduction This series began by observing that SIM boxing investigations depend almost entirely on the correlation of telecommunications datasets, chiefly Call Detail Records. Part II ...

Automated detection of SIM boxing State of the art · machine learning, graph analytics & physical-layer signals · implications for Kenyan regulatory practice 📄 abstract ⚖️ digital forensics 🇰🇪 Kenya 📡 CDR analysis SIM Boxing Machine Learning Graph Analytics Anomaly Detection Call Detail Records Adversarial Evasion Digital Forensics Kenya Abstract Parts I through IV of this series established the technical mechanics of SIM boxing, its treatment as evidence in Kenyan litigation, and the layered regulatory-to-judicial process through which SIM boxing findings are made and reviewed. A recurring theme across Parts II and IV is that Kenyan regulators and tribunals have so far relied on comparatively simple inferential reasoning, most notably, the absence of expected international numbers in Call Detail Records to sustain SIM boxing findings, without the bene...

📄 Part IV • Digital Forensic Evidence Series SIM Boxing, Specialist Tribunals, and the Standard of Deference Elige v CAK & the Geonet High Court Appeal How Kenya’s Communications and Multimedia Appeals Tribunal adjudicates SIM boxing on the merits and how much deference the High Court affords. Abstract This paper examines how Kenya’s sector-specific adjudicative bodies, the Communications Authority of Kenya (CAK) and the Communication and Multimedia Appeals Tribunal (the Tribunal), have handled SIM boxing disputes arising from interconnection agreements between mobile network operators and application-based telecommunication service providers. It anchors its analysis in Elige Communications Limited v Communications Authority of Kenya; Safaricom PLC & Geonet Communications Limited (Interested Parties) [2022] KECMAT 91 (KLR) , in which the Tribunal upheld CAK’s finding that Geonet Communications Limited was guilty of SIM boxing, while part...

Peter Ngugi 14 min read · Just now ⚬ Case analysis Communications Authority of Kenya v Okiya Omtata Okoiti & 8 Others [2020] KECA 754 (KLR) Peter Ngugi Abstract This paper examines Communications Authority of Kenya v Okiya Omtata Okoiti & 8 Others (Civil Appeal 166 & 167 of 2018 (Consolidated)) [2020] KECA 754 (KLR), the Court of Appeal’s decision overturning a High Court finding that the Communications Authority of Kenya’s proposed Device Management System (DMS) was unconstitutional. The paper argues that the judgment’s significance extends well beyond its immediate subject matter counterfeit device detection and SIM boxing to establish a durable doctrinal framework for adjudicating disputes over emerging and contested technologies more broadly. Three elements of that framework are analysed: the doctrine of ripeness as a threshold constraint on litigating technologies still under design; the evidentiar...