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DESCRIPTION:   'Title: A Droidwork Orange: A Longitudinal Study of Android 
 Security\n   Research\n   Tags: Mobile Hacking Community | Creator Talk/Pa
 nel\n   When: Saturday\, Aug 8\, 10:00 - 10:59 PDT\n   Where: LVCCW Level 
 1 Hall 3 1100 (Creator Stage 7) - [1]Map\n\n   Description:\n   Community 
 Presentation Proposal Title: A Droidwork Orange: A\n   Longitudinal Study 
 of Android Security Research Samuele Doria\n   (University of Padua)\, Nic
 holas Miazzo (University of Padova)\, Tiziano\n   Labruna (Fondazione Brun
 o Kessler)\, Eleonora Losiouk (University of\n   Padua) Abstract Android h
 as been the dominant mobile platform for over\n   a decade\, but we still 
 lack an understanding of how Android security\n   research has evolved\, w
 hich problems have received sustained\n   attention\, and whether the rece
 nt drop in publication volume reflects\n   exhaustion or maturity. This pa
 per presents the first comprehensive\n   longitudinal study of the Android
  security research ecosystem. We\n   built Ludovico\, a curated corpus of 
 11\,691 Android security papers\n   published between 2008 and 2025\, comp
 lemented by 464 iOS papers and a\n   survey of 86 active researchers. By c
 ombining iterative topic modeling\n   with manual validation\, analysis of
  authors’ affiliations and\n   publication venues\, and extraction of ta
 rgeted Android versions\, we\n   studied the evolution of topics\, contrib
 utors\, publication venues\, and\n   the interplay between platform change
 s and research priorities. Our\n   results show that the field grew rapidl
 y until a 2016-2018 peak and\n   then contracted\, but not because Android
  security is considered\n   solved: the ecosystem has matured\, and advanc
 ing the state of the art\n   requires specialized\, low-level expertise. W
 e observe a structural\n   transition from App Privacy & Security to Malwa
 re Detection\, which has\n   dominated the literature since 2017. This is 
 also motivated by the\n   adoption of AI-based techniques: 57.4% of papers
  focusing on malware\n   Speakers:Nicholas Miazzo\,Eleonora Losiouk\n\n   
 SpeakerBio:  Nicholas Miazzo\, University of Padova\n\n   yearly output. W
 e further find that iOS research is more focused on\n   digital forensics\
 , revealing how platform openness shapes research\n   trajectories. Finall
 y\, 73.26% of surveyed researchers confirm a\n   real-world impact of Andr
 oid security research\, while highlighting\n   platform hardening\, limite
 d access to updated datasets\, and funding\n   constraints as the main bar
 riers ahead. Brief Biography Nicholas\n   Miazzo is a Ph.D. student in com
 puter science at the University of\n   Padua\, where he completed his mast
 er's degree in 2024. His research\n   now focuses on Android security\, pa
 rticularly leveraging Large\n   Language Model agents to analyze decompile
 d Android applications and\n   perform taint analysis to automatically det
 ect potential data leakage.\n   He is also a co-author of VirtualPatch [1]
 \, a system that uses Android\n   virtualization to deploy security patche
 s independently of device\n   vendors. He is currently contributing to its
 \n\n   SpeakerBio:  Eleonora Losiouk\, University of Padua\n   No BIO avai
 lable\n   '\n\n   1. #LVCCW_Level1_Hall3\n\n\n
DTEND:20260808T175900Z
DTSTART:20260808T170000Z
LOCATION:Mobile Hacking Community - LVCCW Level 1 Hall 3 1100 (Creator Stag
 e 7)
SUMMARY:A Droidwork Orange: A Longitudinal Study of Android Security Resear
 ch
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