Empirical Evaluation of Android Browser Forensics and Artifact Persistence

The widespread adoption of mobile devices has rendered mobile browsers critical repositories of sensitive personal and organizational data, making their analysis a cornerstone of modern digital forensics. This paper presents a systematic empirical evaluation of the forensic recoverability and interpretability of data from popular mobile browsers (Chrome, Firefox, Tor, DuckDuckGo, and Brave) on authentic Android 13 devices. By utilizing a rooted environment to bypass application sandboxing, we introduce a standardized scoring framework to quantify and compare the residual digital footprints left across diverse usage scenarios, including standard browsing, manual data deletion, and private/incognito modes. The study details a hybrid acquisition methodology that integrates persistent storage analysis with custom volatile memory extraction routines to capture ephemeral process data. Through a suite of controlled, realistic scenarios—encompassing form filling, virtual transactions, and anti-forensic activities—the results demonstrate that significant portions of user activity remained recoverable within the tested and evaluated experimental environment and browser configurations despite aggressive privacy-enhancing measures. Our findings reveal that while private modes effectively minimize the persistent filesystem footprint, volatile memory remains a fertile source of cleartext credentials and session identifiers. This recovery is particularly pronounced in Chromium-based browsers, whereas privacy-centric alternatives like Tor exhibit higher forensic resilience. Ultimately, this research underscores the importance of volatile memory acquisition in mobile investigations and provides an experimental systematic approach for evaluating the trade-offs between browser usability and forensic traceability in contemporary Android environments, demonstrating potential applicability to subsequent Android iterations.

Authors

Institutions

Publication Details

Journal
Journal of Cybersecurity and Privacy
Published
2026-05-01
DOI
https://doi.org/10.3390/jcp6030078
Primary Topic
Digital and Cyber Forensics
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Empirical Evaluation of Android Browser Forensics and Artifact Persistence

Georgios Kambourakis, Christos Smiliotopoulos, Paraskevas Giannakopoulos
Journal of Cybersecurity and Privacy
Digital and Cyber Forensics
article

Empirical Evaluation of Android Browser Forensics and Artifact Persistence

Georgios Kambourakis, Christos Smiliotopoulos, Paraskevas Giannakopoulos
article en

Abstract

The widespread adoption of mobile devices has rendered mobile browsers critical repositories of sensitive personal and organizational data, making their analysis a cornerstone of modern digital forensics. This paper presents a systematic empirical evaluation of the forensic recoverability and interpretability of data from popular mobile browsers (Chrome, Firefox, Tor, DuckDuckGo, and Brave) on authentic Android 13 devices. By utilizing a rooted environment to bypass application sandboxing, we introduce a standardized scoring framework to quantify and compare the residual digital footprints left across diverse usage scenarios, including standard browsing, manual data deletion, and private/incognito modes. The study details a hybrid acquisition methodology that integrates persistent storage analysis with custom volatile memory extraction routines to capture ephemeral process data. Through a suite of controlled, realistic scenarios—encompassing form filling, virtual transactions, and anti-forensic activities—the results demonstrate that significant portions of user activity remained recoverable within the tested and evaluated experimental environment and browser configurations despite aggressive privacy-enhancing measures. Our findings reveal that while private modes effectively minimize the persistent filesystem footprint, volatile memory remains a fertile source of cleartext credentials and session identifiers. This recovery is particularly pronounced in Chromium-based browsers, whereas privacy-centric alternatives like Tor exhibit higher forensic resilience. Ultimately, this research underscores the importance of volatile memory acquisition in mobile investigations and provides an experimental systematic approach for evaluating the trade-offs between browser usability and forensic traceability in contemporary Android environments, demonstrating potential applicability to subsequent Android iterations.

Journal of Cybersecurity and PrivacyVol. 6(3)
Cyprus University of Technology (CY), Centre for Technology Research & Innovation (Cyprus) (CY), Limassol General Hospital (CY), University of the Aegean (GR)
Openalex Percentile: Top 4%
Digital and Cyber Forensics
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.