Sotabase

Career

· Research Scientist, SnT, Interdisciplinary Centre for Security, Reliability and Trust2024–
· Postdoctoral Researcher, CISPA Helmholtz Center for Information Security2023–2024
· Research Associate, SnT, Interdisciplinary Centre for Security, Reliability and Trust2023–2023
· Visiting PHD Student, University of Washington2022–2022
· Doctoral Researcher, SnT, Interdisciplinary Centre for Security, Reliability and Trust2019–2023
· Research Intern, SnT, Interdisciplinary Centre for Security, Reliability and Trust2019–2019
· HR Assistant (Summer Job), AXA Insurance Company2018–2018
· Proximity Support Technician (Summer Job), Veolia2018–2018
· Intern, BLUEPAD2017–2017
· Research And Development Technician, BLUEPAD2017–2017

Publications (42)

DexRay: A Simple, yet Effective Deep Learning Approach to Android Malware Detection based on Image Representation of Bytecode
Deployable Machine Learning for Security Defense · 2021
62
cited
JuCify: A Step Towards Android Code Unification for Enhanced Static Analysis
International Conference on Software Engineering · 2021
61
cited
RAICC: Revealing Atypical Inter-Component Communication in Android Apps
International Conference on Software Engineering · 2020
42
cited
Difuzer: Uncovering Suspicious Hidden Sensitive Operations in Android Apps
International Conference on Software Engineering · 2021
33
cited
A first look at Android applications in Google Play related to COVID-19
Empirical Software Engineering · 2020
20
cited
Call Graph Soundness in Android Static Analysis
International Symposium on Software Testing and Analysis · 2024
14
cited
Demystifying Hidden Sensitive Operations in Android Apps
ACM Transactions on Software Engineering and Methodology · 2022
14
cited
Improving Logic Bomb Identification in Android Apps via Context-Aware Anomaly Detection
IEEE Transactions on Dependable and Secure Computing · 2024
10
cited
LLMs and Stack Overflow Discussions: Reliability, Impact, and Challenges
2024
10
cited
On The (In)Effectiveness of Static Logic Bomb Detection for Android Apps
IEEE Transactions on Dependable and Secure Computing · 2021
8
cited
Sensitive and Personal Data: What Exactly Are You Talking About?
International Conference on Mobile Software Engineering and Systems · 2023
8
cited
Negative Results of Fusing Code and Documentation for Learning to Accurately Identify Sensitive Source and Sink Methods : An Application to the Android Framework for Data Leak Detection
IEEE International Conference on Software Analysis, Evolution, and Reengineering · 2023
7
cited
The Code Barrier: What LLMs Actually Understand?
arXiv.org · 2025
7
cited
ChatGPT vs LLaMA: Impact, Reliability, and Challenges in Stack Overflow Discussions
arXiv.org · 2024
6
cited
Revisiting Android App Categorization
International Conference on Software Engineering · 2023
6
cited
TriggerZoo: A Dataset of Android Applications Automatically Infected with Logic Bombs
IEEE Working Conference on Mining Software Repositories · 2022
5
cited
AndroLog: Android Instrumentation and Code Coverage Analysis
SIGSOFT FSE Companion · 2024
4
cited
Demystifying React Native Android Apps for Static Analysis
ACM Transactions on Software Engineering and Methodology · 2024
4
cited
AndroLibZoo: A Reliable Dataset of Libraries Based on Software Dependency Analysis
IEEE Working Conference on Mining Software Repositories · 2023
3
cited
(In)Security of mobile apps in developing countries: a systematic literature review
Empirical Software Engineering · 2024
3
cited
Sotabase
Jordan Samhi | Researcher Profile | Sotabase | Sotabase