Akka Zemmari

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 72

Top Venues

University of Bordeaux, France (PHD)

Education History

University of Bordeaux, France

PHD

Publications

Alexey Zhukov, Alain Rivero, Jenny Benois-Pineau, Akka Zemmari, Mohamed Mosbah
A Hybrid System for Defect Detection on Rail Lines through the Fusion of Object and Context Information. Sensors 24 (4) (2024)
Rupayan Mallick, Jenny Benois-Pineau, Akka Zemmari
IFI: Interpreting for Improving: A Multimodal Transformer with an Interpretability Technique for Recognition of Risk Events. MMM (4) (2024)
Ibrahim Dahaoui, Mohamed Mosbah, Akka Zemmari
Distribution of the Training Data Over the Shortest Path Between the Servers. AINA (3) (2023)
Meghna P. Ayyar, Jenny Benois-Pineau, Akka Zemmari, Hélène Amieva, Laura Middleton
Entropy-based Sampling for Streaming learning with Move-to-Data approach on Video. CBMI (2023)
Éric Grivel, Baptiste Pesquet, Tudor-Bogdan Airimitoaie, Akka Zemmari
Artificial Intelligence for Defence in an EQF6 Training and Education Program, from the Design to the Execution. EDUCON (2023)
Meaza Eyakem Gebreamlak, Meghna P. Ayyar, Jenny Benois-Pineau, Jean-Pierre Salmon, Akka Zemmari
Leveraging Explainability methods in Spectral Domain for Data Augmentation and efficient training of CNN classifiers for Covid-19 Detection. IPTA (2023)
Maxime Fuccellaro, Laurent Simon, Akka Zemmari
A Robust Drift Detection Algorithm with High Accuracy and Low False Positives Rate. SafeAI@AAAI (2023)
Maxime Fuccellaro, Laurent Simon, Akka Zemmari
Partially Supervised Classification for Early Concept Drift Detection. ICTAI (2022)
Pierre-Etienne Martin, Jenny Benois-Pineau, Renaud Péteri, Akka Zemmari, Julien Morlier
3D Convolutional Networks for Action Recognition: Application to Sport Gesture Recognition. CoRR (2022)
Abel Kahsay Gebreslassie, Jenny Benois-Pineau, Akka Zemmari
Streaming learning with Move-to-Data approach for image classification. CBMI (2022)
Rupayan Mallick, Thinhinane Yebda, Jenny Benois-Pineau, Akka Zemmari, Marion Pech, Hélène Amieva
Detection of Risky Situations for Frail Adults With Hybrid Neural Networks on Multimodal Health Data. IEEE Multim. 29 (1) (2022)
Rupayan Mallick, Jenny Benois-Pineau, Akka Zemmari, Marion Pech, Thinhinane Yebda, Hélène Amieva, Laura Middleton
A Hybrid Transformer Network for Detection of Risk Situations on Multimodal Life-Log Health Data. ICDAR@ICMR (2022)
Rupayan Mallick, Jenny Benois-Pineau, Akka Zemmari
I Saw: A Self-Attention Weighted Method for Explanation of Visual Transformers. ICIP (2022)
Rupayan Mallick, Jenny Benois-Pineau, Akka Zemmari, Thinhinane Yebda, Marion Pech, Hélène Amieva, Laura Middleton
Pooling Transformer for Detection of Risk Events in In-The-Wild Video Ego Data. ICPR (2022)
Ibrahim Dahaoui, Mohamed Mosbah, Akka Zemmari
Distributed Training from Multi-sourced Data. AINA (2) (2022)
S. Asha, P. Vinod, Varun G. Menon, Akka Zemmari
Downsampling Attack on Automatic Speaker Authentication System. AICCSA (2021)
Meghna P. Ayyar, Jenny Benois-Pineau, Akka Zemmari
White Box Methods for Explanations of Convolutional Neural Networks in Image Classification Tasks. CoRR (2021)
Pranav Kotak, Shweta Bhandari, Akka Zemmari, Jaykrishna Joshi
Unmasking Privacy Leakage through Android Apps Obscured with Hidden Permissions. PST (2021)
Ijas Ah, Vinod P., Akka Zemmari, Harikrishnan D, Godvin Poulose, Don Jose, Francesco Mercaldo, Fabio Martinelli, Antonella Santone
Vulnerability Evaluation of Android Malware Detectors against Adversarial Examples. KES (2021)
Rupayan Mallick, Thinhinane Yebda, Jenny Benois-Pineau, Akka Zemmari, Marion Pech, Hélène Amieva
A GRU Neural Network with attention mechanism for detection of risk situations on multimodal lifelog data. CBMI (2021)
Meghna P. Ayyar, Jenny Benois-Pineau, Akka Zemmari
Review of white box methods for explanations of convolutional neural networks in image classification tasks. J. Electronic Imaging 30 (5) (2021)
Meghna P. Ayyar, Jenny Benois-Pineau, Akka Zemmari
A Hierarchical Classification System for the Detection of Covid-19 from Chest X-Ray Images. ICCVW (2021)
Meghna P. Ayyar, Jenny Benois-Pineau, Akka Zemmari, Gwenaelle Catheline
Explaining 3D CNNs for Alzheimer's Disease Classification on sMRI Images with Multiple ROIs. ICIP (2021)
Miltiadis Poursanidis, Jenny Benois-Pineau, Akka Zemmari, Boris Mansencal, Aymar de Rugy
Move-to-Data: A new Continual Learning approach with Deep CNNs, Application for image-class recognition. CoRR (2020)
Jay Dave, Parvez Faruki, Vijay Laxmi, Akka Zemmari, Manoj Singh Gaur, Mauro Conti
SPARK: Secure Pseudorandom Key-based Encryption for Deduplicated Storage. Comput. Commun. 154 (2020)
Nadia Chaabouni, Mohamed Mosbah, Akka Zemmari, Cyrille Sauvignac
A OneM2M Intrusion Detection and Prevention System based on Edge Machine Learning. NOMS (2020)
Afaf Bouhoute, Mohamed Mosbah, Akka Zemmari, Ismail Berrada
On the Application of Machine Learning for Cut-in Maneuver Recognition in Platooning Scenarios. VTC Spring (2020)
Kazi Ahmed Asif Fuad, Pierre-Etienne Martin, Romain Giot, Romain Bourqui, Jenny Benois-Pineau, Akka Zemmari
Features Understanding in 3D CNNs for Actions Recognition in Video. IPTA (2020)
Van Linh Le, Marie Beurton-Aimar, Akka Zemmari, Alexia Marie, Nicolas Parisey
Automated landmarking for insects morphometric analysis using deep neural networks. Ecol. Informatics 60 (2020)
Shweta Bhandari, Frédéric Herbreteau, Vijay Laxmi, Akka Zemmari, Manoj Singh Gaur, Partha S. Roop
: Large-scale klepto apps analysis. Future Gener. Comput. Syst. 109 (2020)
Jyoti Gajrani, Vijay Laxmi, Meenakshi Tripathi, Manoj Singh Gaur, Akka Zemmari, Mohamed Mosbah, Mauro Conti
Chapter Three - Effectiveness of state-of-the-art dynamic analysis techniques in identifying diverse Android malware and future enhancements. Adv. Comput. 119 (2020)
Jyoti Gajrani, Umang Agarwal, Vijay Laxmi, Bruhadeshwar Bezawada, Manoj Singh Gaur, Meenakshi Tripathi, Akka Zemmari
EspyDroid+: Precise reflection analysis of android apps. Comput. Secur. 90 (2020)
Arnaud Casteigts, Yves Métivier, J. M. Robson, Akka Zemmari
Deterministic Leader Election Takes Θ(D+log n) Bit Rounds. Algorithmica 81 (5) (2019)
Arnaud Casteigts, Yves Métivier, J. M. Robson, Akka Zemmari
Counting in one-hop beeping networks. Theor. Comput. Sci. 780 (2019)
Nadia Chaabouni, Mohamed Mosbah, Akka Zemmari, Cyrille Sauvignac, Parvez Faruki
Network Intrusion Detection for IoT Security Based on Learning Techniques. IEEE Commun. Surv. Tutorials 21 (3) (2019)
Rim Negra, Imen Jemili, Akka Zemmari, Mohamed Mosbah, Abdelfettah Belghith, Nesrine Ouled Abdallah
Leveraging the link quality awareness for body node coordinator (BNC) placement in WBANs. SAC (2019)
Nadia Chaabouni, Mohamed Mosbah, Akka Zemmari, Cyrille Sauvignac
An Intrusion Detection System for the OneM2M Service Layer Based on Edge Machine Learning. ADHOC-NOW (2019)
Vinod P, Akka Zemmari, Mauro Conti
A machine learning based approach to detect malicious android apps using discriminant system calls. Future Gener. Comput. Syst. 94 (2019)
Arnaud Casteigts, Yves Métivier, John Michael Robson, Akka Zemmari
Design patterns in beeping algorithms: Examples, emulation, and analysis. Inf. Comput. 264 (2019)
Rim Negra, Imen Jemili, Akka Zemmari, Mohamed Mosbah, Abdelfettah Belghith
WBAN Path Loss Based Approach For Human Activity Recognition With Machine Learning Techniques. IWCMC (2018)
Van Linh Le, Marie Beurton-Aimar, Akka Zemmari, Nicolas Parisey
Landmarks Detection by Applying Deep Networks. MAPR (2018)
Shweta Saharan, Vijay Laxmi, Manoj Singh Gaur, Akka Zemmari
Privacy Preserving Data Offloading Based on Transformation. CRiSIS (2018)
Pierre Gillot, Jenny Benois-Pineau, Akka Zemmari, Yurii E. Nesterov
Increasing Training Stability for Deep CNNS. ICIP (2018)
Shweta Bhandari, Rekha Panihar, Smita Naval, Vijay Laxmi, Akka Zemmari, Manoj Singh Gaur
SWORD: Semantic aWare andrOid malwaRe Detector. J. Inf. Secur. Appl. 42 (2018)
Parvez Faruki, Bharat Buddhadev, Bhavya Shah, Akka Zemmari, Vijay Laxmi, Manoj Singh Gaur
DroidDivesDeep: Android Malware Classification via Low Level Monitorable Features with Deep Neural Networks. ISEA-ISAP (2018)
Wafa Ben Jaballah, Mauro Conti, Gilberto Filè, Mohamed Mosbah, Akka Zemmari
Whac-A-Mole: Smart node positioning in clone attack in wireless sensor networks. Comput. Commun. 119 (2018)
Shweta Bhandari, Wafa Ben Jaballah, Vineeta Jain, Vijay Laxmi, Akka Zemmari, Manoj Singh Gaur, Mohamed Mosbah, Mauro Conti
Android inter-app communication threats and detection techniques. Comput. Secur. 70 (2017)
Souad Chaabouni, Jenny Benois-Pineau, Francois Tison, Chokri Ben Amar, Akka Zemmari
Prediction of visual attention with deep CNN on artificially degraded videos for studies of attention of patients with Dementia. Multim. Tools Appl. 76 (21) (2017)
Shweta Bhandari, Frédéric Herbreteau, Vijay Laxmi, Akka Zemmari, Partha S. Roop, Manoj Singh Gaur
Detecting Inter-App Information Leakage Paths. AsiaCCS (2017)
Shweta Bhandari, Frédéric Herbreteau, Vijay Laxmi, Akka Zemmari, Partha S. Roop, Manoj Singh Gaur
SneakLeak: Detecting Multipartite Leakage Paths in Android Apps. TrustCom/BigDataSE/ICESS (2017)
Jyoti Gajrani, Vijay Laxmi, Meenakshi Tripathi, Manoj Singh Gaur, Daya Ram Sharma, Akka Zemmari, Mohamed Mosbah, Mauro Conti
Unraveling Reflection Induced Sensitive Leaks in Android Apps. CRiSIS (2017)
Arnaud Casteigts, Yves Métivier, John Michael Robson, Akka Zemmari
Design Patterns in Beeping Algorithms. OPODIS (2016)
Arnaud Casteigts, Yves Métivier, John Michael Robson, Akka Zemmari
Design Patterns in Beeping Algorithms. CoRR (2016)
Gaurav Singal, Vijay Laxmi, Manoj Singh Gaur, Swati Todi, D. Vijay Rao, Akka Zemmari
MCLSPM: Multi-constraints link stable multicast routing protocol in adhoc networks. Wireless Days (2016)
Shweta Bhandari, Vijay Laxmi, Akka Zemmari, Manoj Singh Gaur
Intersection Automata Based Model for Android Application Collusion. AINA (2016)
Arnaud Casteigts, Yves Métivier, John Michael Robson, Akka Zemmari
Deterministic Leader Election in O(D+\log n) Time with Messages of Size O(1). DISC (2016)
Yves Métivier, J. M. Robson, Akka Zemmari
Randomised distributed MIS and colouring algorithms for rings with oriented edges in O(√(log n)) bit rounds. Inf. Comput. 251 (2016)
Allyx Fontaine, Akka Zemmari
RDA: A Coq Library to Reason about Randomised Distributed Algorithms in the Message Passing Model. Sci. Ann. Comput. Sci. 26 (2) (2016)
Shweta Bhandari, Wafa Ben Jaballah, Vineeta Jain, Vijay Laxmi, Akka Zemmari, Manoj Singh Gaur, Mauro Conti
Android App Collusion Threat and Mitigation Techniques. CoRR (2016)
Yves Métivier, John Michael Robson, Akka Zemmari
A distributed enumeration algorithm and applications to all pairs shortest paths, diameter... Inf. Comput. 247 (2016)
Allyx Fontaine, Mohamed Mosbah, Mohamed Tounsi, Akka Zemmari
A Fault-Tolerant Handshake Algorithm for Local Computations. AINA Workshops (2016)
Allyx Fontaine, Akka Zemmari
Certified Impossibility Results and Analyses in Coq of Some Randomised Distributed Algorithms. ICTAC (2016)
Parvez Faruki, Akka Zemmari, Manoj Singh Gaur, Vijay Laxmi, Mauro Conti
MimeoDroid: Large Scale Dynamic App Analysis on Cloned Devices via Machine Learning Classifiers. DSN Workshops (2016)
Arnaud Casteigts, Yves Métivier, John Michael Robson, Akka Zemmari
Deterministic Leader Election in O(D+ log n) Time with Messages of Size O(1). CoRR (2016)
Arnaud Casteigts, Yves Métivier, John Michael Robson, Akka Zemmari
Counting in One-Hop Beeping Networks. CoRR (2016)
Shweta Bhandari, Rishabh Gupta, Vijay Laxmi, Manoj Singh Gaur, Akka Zemmari, Maxim Anikeev
DRACO: DRoid analyst combo an android malware analysis framework. SIN (2015)
Yves Métivier, John Michael Robson, Akka Zemmari
On Distributed Computing with Beeps. CoRR (2015)
Wafa Ben Jaballah, Mohamed Mosbah, Habib Youssef, Akka Zemmari
Lightweight secure group communications for resource constrained devices. Int. J. Space Based Situated Comput. 5 (4) (2015)
Yves Métivier, John Michael Robson, Akka Zemmari
Analysis of fully distributed splitting and naming probabilistic procedures and applications. Theor. Comput. Sci. 584 (2015)
Yves Métivier, John Michael Robson, Akka Zemmari
A Distributed Enumeration Algorithm and Applications to All Pairs Shortest Paths, Diameter. CoRR (2015)
Nesrine Ouled Abdallah, Mohamed Jmaiel, Mohamed Mosbah, Akka Zemmari
A Totally Distributed Fair Scheduler for Population Protocols by Randomized Handshakes. ICTAC (2015)
Jean-François Marckert, Nasser Saheb-Djahromi, Akka Zemmari
Election algorithms with random delays in trees. CoRR (2015)
Nesrine Ouled Abdallah, Mohamed Jmaiel, Mohamed Mosbah, Akka Zemmari
Greedy Flooding in Redoubtable Sensor Networks. AINA (2014)
Allyx Fontaine, Yves Métivier, John Michael Robson, Akka Zemmari
On Lower Bounds for the Time and the Bit Complexity of Some Probabilistic Distributed Graph Algorithms - (Extended Abstract). SOFSEM (2014)
Nesrine Ouled Abdallah, Hatem Hadj Kacem, Mohamed Mosbah, Akka Zemmari
Randomized broadcasting in wireless mobile sensor networks. Concurr. Comput. Pract. Exp. 25 (2) (2013)
Yves Métivier, J. M. Robson, Nasser Saheb-Djahromi, Akka Zemmari
On the time and the bit complexity of distributed randomised anonymous ring colouring. Theor. Comput. Sci. 502 (2013)
Wafa Ben Jaballah, Mohamed Mosbah, Habib Youssef, Akka Zemmari
Lightweight Source Authentication Mechanisms for Group Communications in Wireless Sensor Networks. AINA (2013)
Allyx Fontaine, Yves Métivier, John Michael Robson, Akka Zemmari
Optimal bit complexity randomised distributed MIS and maximal matching algorithms for anonymous rings. Inf. Comput. 233 (2013)
Yves Métivier, John Michael Robson, Akka Zemmari
Analysis of Fully Distributed Splitting and Naming Probabilistic Procedures and Applications - (Extended Abstract). SIROCCO (2013)
Yves Métivier, John Michael Robson, Nasser Saheb-Djahromi, Akka Zemmari
An optimal bit complexity randomized distributed MIS algorithm. Distributed Comput. 23 (5-6) (2011)
Bilel Derbel, Mohamed Mosbah, Akka Zemmari
Sublinear Fully Distributed Partition with Applications. Theory Comput. Syst. 47 (2) (2010)
Abdelaaziz El Hibaoui, John Michael Robson, Nasser Saheb-Djahromi, Akka Zemmari
Uniform election in trees and polyominoids. Discret. Appl. Math. 158 (9) (2010)
Nesrine Ouled Abdallah, Hatem Hadj Kacem, Mohamed Mosbah, Akka Zemmari
Broadcast in wireless mobile sensor networks with population protocols and extension with the rendezvous model. NOTERE (2010)
Yves Métivier, John Michael Robson, Nasser Saheb-Djahromi, Akka Zemmari
About randomised distributed graph colouring and graph partition algorithms. Inf. Comput. 208 (11) (2010)
Yves Métivier, John Michael Robson, Nasser Saheb-Djahromi, Akka Zemmari
Brief Annoucement: Analysis of an Optimal Bit Complexity Randomised Distributed Vertex Colouring Algorithm. OPODIS (2009)
Yves Métivier, John Michael Robson, Nasser Saheb-Djahromi, Akka Zemmari
An Optimal Bit Complexity Randomized Distributed MIS Algorithm (Extended Abstract). SIROCCO (2009)
Akka Zemmari
On handshakes in random graphs. Inf. Process. Lett. 108 (3) (2008)
Shehla Abbas, Mohamed Mosbah, Akka Zemmari
Merging Time of Random Mobile Agents. LDIC (2007)
Shehla Abbas, Mohamed Mosbah, Akka Zemmari
A Generic Distributed Algorithm for Computing by Random Mobile Agents. PRIMA (2007)
Brahim Hamid, Mohamed Mosbah, Akka Zemmari
A Self-stabilizing Distributed Algorithm for Resolving Conflicts. OTM Workshops (2) (2007)
Bilel Derbel, Mohamed Mosbah, Akka Zemmari
Fast distributed graph partition and application. IPDPS (2006)
Philippe Duchon, Nicolas Hanusse, Nasser Saheb, Akka Zemmari
Broadcast in the rendezvous model. Inf. Comput. 204 (5) (2006)
Yves Métivier, Nasser Saheb-Djahromi, Akka Zemmari
Locally guided randomized elections in trees: The totally fair case. Inf. Comput. 198 (1) (2005)
Philippe Duchon, Nicolas Hanusse, Nasser Saheb, Akka Zemmari
Broadcast in the Rendezvous Model. STACS (2004)
Yves Métivier, Nasser Saheb, Akka Zemmari
Analysis of a randomized rendezvous algorithm. Inf. Comput. 184 (1) (2003)
Yves Métivier, Nasser Saheb-Djahromi, Akka Zemmari
A uniform randomized election in trees. SIROCCO (2003)
Cyril Gavoille, Akka Zemmari
The compactness of adaptive routing tables. J. Discrete Algorithms 1 (2) (2003)
Yves Métivier, Nasser Saheb, Akka Zemmari
Randomized local elections. Inf. Process. Lett. 82 (6) (2002)
Cyril Gavoille, Akka Zemmari
The compactness of adaptive routing tables. SIROCCO (2000)

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Publication Activity (10 Years)

Top Topics

Top Venues

Akka Zemmari