Kevin Allix - RankMe

43 papers A* 1A 4B 4C 5Journal 18Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Temporal-Incremental Learning for Android Malware Detection. ACM Trans. Softw. Eng. Methodol. Tiezhu Sun, Nadia Daoudi, Weiguo Pian, Kisub Kim, Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein
2024	A	`conf`	AndroZoo: A Retrospective with a Glimpse into the Future. MSR Marco Alecci, Pedro Jesús Ruiz Jiménez, Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein
2024	A	`conf`	DetectBERT: Towards Full App-Level Representation Learning to Detect Android Malware. ESEM Tiezhu Sun, Nadia Daoudi, Kisub Kim, Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein
2024	J	`jnl`	DetectBERT: Towards Full App-Level Representation Learning to Detect Android Malware. CoRR Tiezhu Sun, Nadia Daoudi, Kisub Kim, Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein
2024	—	`conf`	LaFiCMIL: Rethinking Large File Classification from the Perspective of Correlated Multiple Instance Learning. NLDB (1) Tiezhu Sun, Weiguo Pian, Nadia Daoudi, Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein
2023	J	`jnl`	Assessing the opportunity of combining state-of-the-art Android malware detectors. Empir. Softw. Eng. Nadia Daoudi, Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein
2023	J	`jnl`	DexBERT: Effective, Task-Agnostic and Fine-Grained Representation Learning of Android Bytecode. IEEE Trans. Software Eng. Tiezhu Sun, Kevin Allix, Kisub Kim, Xin Zhou, Dongsun Kim, David Lo, Tegawendé F. Bissyandé, Jacques Klein
2023	—	`conf`	Evaluating the Impact of Text De-Identification on Downstream NLP Tasks. NoDaLiDa Cedric Lothritz, Bertrand Lebichot, Kevin Allix, Saad Ezzini, Tegawendé F. Bissyandé, Jacques Klein, Andrey Boytsov, Clément Lefebvre, Anne Goujon
2023	A	`conf`	Guided Retraining to Enhance the Detection of Difficult Android Malware. ISSTA Nadia Daoudi, Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein
2023	J	`jnl`	LaFiCMIL: Rethinking Large File Classification from the Perspective of Correlated Multiple Instance Learning. CoRR Tiezhu Sun, Weiguo Pian, Nadia Daoudi, Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein
2022	J	`jnl`	A Deep Dive Inside DREBIN: An Explorative Analysis beyond Android Malware Detection Scores. ACM Trans. Priv. Secur. Nadia Daoudi, Kevin Allix, Tegawendé François D. Assise Bissyandé, Jacques Klein
2022	J	`jnl`	A Pre-Trained BERT Model for Android Applications. CoRR Tiezhu Sun, Kevin Allix, Kisub Kim, Xin Zhou, Dongsun Kim, David Lo, Tegawendé F. Bissyandé, Jacques Klein
2022	J	`jnl`	A two-steps approach to improve the performance of Android malware detectors. CoRR Nadia Daoudi, Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein
2022	—	`conf`	Android Malware Detection Using BERT. ACNS Workshops Badr Souani, Ahmed Khanfir, Alexandre Bartel, Kevin Allix, Yves Le Traon
2022	C	`conf`	Exploiting Prototypical Explanations for Undersampling Imbalanced Datasets. ICMLA Yusuf Arslan, Kevin Allix, Clément Lefebvre, Andrey Boytsov, Tegawendé F. Bissyandé, Jacques Klein
2022	A*	`conf`	JuCify: A Step Towards Android Code Unification for Enhanced Static Analysis. ICSE Jordan Samhi, Jun Gao, Nadia Daoudi, Pierre Graux, Henri Hoyez, Xiaoyu Sun, Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein
2022	B	`conf`	LuxemBERT: Simple and Practical Data Augmentation in Language Model Pre-Training for Luxembourgish. LREC Cedric Lothritz, Bertrand Lebichot, Kevin Allix, Lisa Veiber, Tegawendé F. Bissyandé, Jacques Klein, Andrey Boytsov, Clément Lefebvre, Anne Goujon
2022	—	`conf`	On the Suitability of SHAP Explanations for Refining Classifications. ICAART (3) Yusuf Arslan, Bertrand Lebichot, Kevin Allix, Lisa Veiber, Clément Lefebvre, Andrey Boytsov, Anne Goujon, Tegawendé F. Bissyandé, Jacques Klein
2022	J	`jnl`	SSPCatcher: Learning to catch security patches. Empir. Softw. Eng. Arthur D. Sawadogo, Tegawendé F. Bissyandé, Naouel Moha, Kevin Allix, Jacques Klein, Li Li, Yves Le Traon
2022	C	`conf`	The Devil is in the Details: Unwrapping the Cryptojacking Malware Ecosystem on Android. SCAM Boladji Vinny Adjibi, Fatou Ndiaye Mbodji, Tegawendé F. Bissyandé, Kevin Allix, Jacques Klein
2022	C	`conf`	Towards Refined Classifications Driven by SHAP Explanations. CD-MAKE Yusuf Arslan, Bertrand Lebichot, Kevin Allix, Lisa Veiber, Clément Lefebvre, Andrey Boytsov, Anne Goujon, Tegawendé F. Bissyandé, Jacques Klein
2021	—	`conf`	A Comparison of Pre-Trained Language Models for Multi-Class Text Classification in the Financial Domain. WWW (Companion Volume) Yusuf Arslan, Kevin Allix, Lisa Veiber, Cedric Lothritz, Tegawendé F. Bissyandé, Jacques Klein, Anne Goujon
2021	J	`jnl`	A first look at Android applications in Google Play related to COVID-19. Empir. Softw. Eng. Jordan Samhi, Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein
2021	—	`conf`	Android Malware Detection: Looking beyond Dalvik Bytecode. ASE Workshops Tiezhu Sun, Nadia Daoudi, Kevin Allix, Tegawendé F. Bissyandé
2021	C	`conf`	Comparing MultiLingual and Multiple MonoLingual Models for Intent Classification and Slot Filling. NLDB Cedric Lothritz, Kevin Allix, Bertrand Lebichot, Lisa Veiber, Tegawendé F. Bissyandé, Jacques Klein
2021	J	`jnl`	DexRay: A Simple, yet Effective Deep Learning Approach to Android Malware Detection based on Image Representation of Bytecode. CoRR Nadia Daoudi, Jordan Samhi, Abdoul Kader Kaboré, Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein
2021	J	`jnl`	JuCify: A Step Towards Android Code Unification for Enhanced Static Analysis. CoRR Jordan Samhi, Jun Gao, Nadia Daoudi, Pierre Graux, Henri Hoyez, Xiaoyu Sun, Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein
2021	J	`jnl`	Lessons Learnt on Reproducibility in Machine Learning Based Android Malware Detection. Empir. Softw. Eng. Nadia Daoudi, Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein
2021	J	`jnl`	Revisiting the VCCFinder approach for the identification of vulnerability-contributing commits. Empir. Softw. Eng. Timothée Riom, Arthur D. Sawadogo, Kevin Allix, Tegawendé F. Bissyandé, Naouel Moha, Jacques Klein
2020	J	`jnl`	A First Look at Android Applications in Google Play related to Covid-19. CoRR Jordan Samhi, Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein
2020	—	`conf`	Challenges Towards Production-Ready Explainable Machine Learning. OpML Lisa Veiber, Kevin Allix, Yusuf Arslan, Tegawendé F. Bissyandé, Jacques Klein
2020	B	`conf`	Evaluating Pretrained Transformer-based Models on the Task of Fine-Grained Named Entity Recognition. COLING Cedric Lothritz, Kevin Allix, Lisa Veiber, Tegawendé F. Bissyandé, Jacques Klein
2020	J	`jnl`	Learning to Catch Security Patches. CoRR Arthur D. Sawadogo, Tegawendé F. Bissyandé, Naouel Moha, Kevin Allix, Jacques Klein, Li Li, Yves Le Traon
2016	A	`conf`	AndroZoo: collecting millions of Android apps for the research community. MSR Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein, Yves Le Traon
2016	J	`jnl`	Empirical assessment of machine learning-based malware detectors for Android - Measuring the gap between in-the-lab and in-the-wild validation scenarios. Empir. Softw. Eng. Kevin Allix, Tegawendé F. Bissyandé, Quentin Jérome, Jacques Klein, Radu State, Yves Le Traon
2016	B	`conf`	On the Lack of Consensus in Anti-Virus Decisions: Metrics and Insights on Building Ground Truths of Android Malware. DIMVA Médéric Hurier, Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein, Yves Le Traon
2015	—	`conf`	Are Your Training Datasets Yet Relevant? - An Investigation into the Importance of Timeline in Machine Learning-Based Malware Detection. ESSoS Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein, Yves Le Traon
2015	—	`—`	Challenges and Outlook in Machine Learning-based Malware Detection for Android. Kevin Allix
2015	C	`conf`	Potential Component Leaks in Android Apps: An Investigation into a New Feature Set for Malware Detection. QRS Li Li, Kevin Allix, Daoyuan Li, Alexandre Bartel, Tegawendé F. Bissyandé, Jacques Klein
2014	B	`conf`	A Forensic Analysis of Android Malware - How is Malware Written and How it Could Be Detected? COMPSAC Kevin Allix, Quentin Jérome, Tegawendé F. Bissyandé, Jacques Klein, Radu State, Yves Le Traon
2014	—	`conf`	Large-scale machine learning-based malware detection: confronting the "10-fold cross validation" scheme with reality. CODASPY Kevin Allix, Tegawendé F. Bissyandé, Quentin Jérome, Jacques Klein, Radu State, Yves Le Traon
2014	—	`conf`	Using opcode-sequences to detect malicious Android applications. ICC Quentin Jérome, Kevin Allix, Radu State, Thomas Engel
2012	J	`jnl`	Improving Privacy on Android Smartphones Through In-Vivo Bytecode Instrumentation CoRR Alexandre Bartel, Jacques Klein, Martin Monperrus, Kevin Allix, Yves Le Traon