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2020 – today
- 2024
[c5]Tiezhu Sun
, Nadia Daoudi, Kisub Kim, Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein:
DetectBERT: Towards Full App-Level Representation Learning to Detect Android Malware. ESEM 2024: 420-426- [c4]Tiezhu Sun, Weiguo Pian, Nadia Daoudi, Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein:
LaFiCMIL: Rethinking Large File Classification from the Perspective of Correlated Multiple Instance Learning. NLDB (1) 2024: 62-77 - [i5]Tiezhu Sun, Nadia Daoudi, Kisub Kim, Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein:
DetectBERT: Towards Full App-Level Representation Learning to Detect Android Malware. CoRR abs/2408.16353 (2024) - 2023
- [b1]Nadia Daoudi:
Revisiting and Boosting State-of-the-Art ML-based Android Malware detectors. University of Luxembourg, 2023 - [j4]Nadia Daoudi, Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein:
Assessing the opportunity of combining state-of-the-art Android malware detectors. Empir. Softw. Eng. 28(1): 22 (2023) - [j3]Eduardo Castro, Pedro M. Ferreira, Ana Rebelo, Isabel Rio-Torto, Leonardo Capozzi, Mafalda Falcão Ferreira, Tiago Gonçalves, Tomé Albuquerque, Wilson Silva, Carolina Afonso, Ricardo Gamelas Sousa, Claudio Cimarelli, Nadia Daoudi, Gabriel Moreira, Hsiu-Yu Yang, Ingrid Hrga, Javed Ahmad, Monish Keswani, Sofia C. Beco:
Fill in the blank for fashion complementary outfit product Retrieval: VISUM summer school competition. Mach. Vis. Appl. 34(1): 16 (2023) - [c3]Nadia Daoudi, Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein:
Guided Retraining to Enhance the Detection of Difficult Android Malware. ISSTA 2023: 1131-1143 - [i4]Tiezhu Sun, Weiguo Pian, Nadia Daoudi, Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein:
LaFiCMIL: Rethinking Large File Classification from the Perspective of Correlated Multiple Instance Learning. CoRR abs/2308.01413 (2023) - 2022
- [j2]Nadia Daoudi, Kevin Allix, Tegawendé François D. Assise Bissyandé, Jacques Klein:
A Deep Dive Inside DREBIN: An Explorative Analysis beyond Android Malware Detection Scores. ACM Trans. Priv. Secur. 25(2): 13:1-13:28 (2022) - [c2]Jordan Samhi, Jun Gao, Nadia Daoudi, Pierre Graux, Henri Hoyez, Xiaoyu Sun, Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein:
JuCify: A Step Towards Android Code Unification for Enhanced Static Analysis. ICSE 2022: 1232-1244 - [i3]Nadia Daoudi, Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein:
A two-steps approach to improve the performance of Android malware detectors. CoRR abs/2205.08265 (2022) - 2021
- [j1]Nadia Daoudi, Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein:
Lessons Learnt on Reproducibility in Machine Learning Based Android Malware Detection. Empir. Softw. Eng. 26(4): 74 (2021) - [c1]Tiezhu Sun, Nadia Daoudi, Kevin Allix, Tegawendé F. Bissyandé:
Android Malware Detection: Looking beyond Dalvik Bytecode. ASE Workshops 2021: 34-39 - [i2]Nadia Daoudi, Jordan Samhi, Abdoul Kader Kaboré, Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein:
DexRay: A Simple, yet Effective Deep Learning Approach to Android Malware Detection based on Image Representation of Bytecode. CoRR abs/2109.03326 (2021) - [i1]Jordan Samhi, Jun Gao, Nadia Daoudi, Pierre Graux, Henri Hoyez, Xiaoyu Sun, Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein:
JuCify: A Step Towards Android Code Unification for Enhanced Static Analysis. CoRR abs/2112.10469 (2021)
Coauthor Index
aka: Tegawendé François D. Assise Bissyandé
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