Low-Cost and Commodity Platforms in the Wireless Threat Landscape: ESP, Arduino, Raspberry Pi, Wi-Fi Pineapple, and Flipper Zero

This paper examines how low-cost and commodity hardware platforms (ESP-based modules, Arduino, Raspberry Pi, Wi-Fi Pineapple, and Flipper Zero) reshape the wireless threat landscape primarily through accessibility rather than by introducing new protocol vulnerabilities. We present a public-source taxonomy of five platform classes, map them onto the CIA triad at category level, analyze the human and operational factors that amplify residual risk (the “self-provisioned gap”), and propose a four-layer hardening framework (protocol, network, monitoring, and user/operator). The study is desk-based and deliberately excludes attack procedures, proof-of-concept material, and new vulnerability claims. The central contribution is a structured separation of tool accessibility from inherent vulnerability.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-15
DOI
https://doi.org/10.5281/zenodo.23402168
Primary Topic
Network Security and Intrusion Detection
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Low-Cost and Commodity Platforms in the Wireless Threat Landscape: ESP, Arduino, Raspberry Pi, Wi-Fi Pineapple, and Flipper Zero

Rahim Alizada
Zenodo (CERN European Organization for Nuclear Research)
Network Security and Intrusion Detection
article

Low-Cost and Commodity Platforms in the Wireless Threat Landscape: ESP, Arduino, Raspberry Pi, Wi-Fi Pineapple, and Flipper Zero

Rahim Alizada
article en

Abstract

This paper examines how low-cost and commodity hardware platforms (ESP-based modules, Arduino, Raspberry Pi, Wi-Fi Pineapple, and Flipper Zero) reshape the wireless threat landscape primarily through accessibility rather than by introducing new protocol vulnerabilities. We present a public-source taxonomy of five platform classes, map them onto the CIA triad at category level, analyze the human and operational factors that amplify residual risk (the “self-provisioned gap”), and propose a four-layer hardening framework (protocol, network, monitoring, and user/operator). The study is desk-based and deliberately excludes attack procedures, proof-of-concept material, and new vulnerability claims. The central contribution is a structured separation of tool accessibility from inherent vulnerability.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 12%
Network Security and Intrusion Detection
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.