Sami Zhioua

According to our database, Sami Zhioua authored at least 42 papers between 2003 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Gender and sex bias in COVID-19 epidemiological data through the lens of causality.

Natalia Díaz Rodríguez, Ruta Binkyte, Wafae Bakkali, Sannidhi Bookseller, Paola Tubaro, Andrius Bacevicius, Sami Zhioua, Raja Chatila

Inf. Process. Manag., May, 2023

On the Impact of Multi-dimensional Local Differential Privacy on Fairness.

Karima Makhlouf, Héber Hwang Arcolezi, Sami Zhioua, Ghassen Ben Brahim, Catuscia Palamidessi

CoRR, 2023

Dissecting Causal Biases.

Ruta Binkyte, Sami Zhioua, Yassine Turki

CoRR, 2023

Shedding light on underrepresentation and Sampling Bias in machine learning.

Sami Zhioua, Ruta Binkyte

CoRR, 2023

2022

Survey on Fairness Notions and Related Tensions.

Guilherme Alves, Fabien Bernier, Miguel Couceiro, Karima Makhlouf, Catuscia Palamidessi, Sami Zhioua

CoRR, 2022

On the Need and Applicability of Causality for Fair Machine Learning.

Ruta Binkyte, Sami Zhioua

CoRR, 2022

Identifiability of Causal-based Fairness Notions: A State of the Art.

Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi

CoRR, 2022

Causal Discovery for Fairness.

Ruta Binkyte, Karima Makhlouf, Carlos Pinzón, Sami Zhioua, Catuscia Palamidessi

Proceedings of the Algorithmic Fairness through the Lens of Causality and Privacy Workshop, 2022

2021

On the Applicability of Machine Learning Fairness Notions.

Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi

SIGKDD Explor., 2021

Machine learning fairness notions: Bridging the gap with real-world applications.

Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi

Inf. Process. Manag., 2021

2020

Survey on Causal-based Machine Learning Fairness Notions.

Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi

CoRR, 2020

On the Applicability of ML Fairness Notions.

Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi

CoRR, 2020

2019

Finding a Needle in a Haystack: The Traffic Analysis Version.

Abdullah Qasem, Sami Zhioua, Karima Makhlouf

Proc. Priv. Enhancing Technol., 2019

2018

On PLC network security.

Asem Ghaleb, Sami Zhioua, Ahmad Almulhem

Int. J. Crit. Infrastructure Prot., 2018

An empirical study of web browsers' resistance to traffic analysis and website fingerprinting attacks.

Taher Al-Shehari, Sami Zhioua

Clust. Comput., 2018

2017

NetInfoMiner: High-level information extraction from network traffic.

Ahmad Amro, Sultan Almuhammadi, Sami Zhioua

Proceedings of the 2017 IEEE International Conference on Big Data and Smart Computing, 2017

2016

PLC access control: a security analysis.

Haroon Wardak, Sami Zhioua, Ahmad Almulhem

Proceedings of the 2016 World Congress on Industrial Control Systems Security, 2016

SCADA-SST: a SCADA security testbed.

Asem Ghaleb, Sami Zhioua, Ahmad Almulhem

Proceedings of the 2016 World Congress on Industrial Control Systems Security, 2016

2015

The web browser factor in traffic analysis attacks.

Sami Zhioua

Secur. Commun. Networks, 2015

Analyzing anonymity attacks through noisy channels.

Sami Zhioua

Inf. Comput., 2015

2014

Detecting Malicious Sessions Through Traffic Fingerprinting Using Hidden Markov Models.

Sami Zhioua, Adnene Ben Jabeur, Mahjoub Langar, Wael Ilahi

Proceedings of the International Conference on Security and Privacy in Communication Networks, 2014

Traffic Analysis of Web Browsers.

Sami Zhioua, Mahjoub Langar

Proceedings of the Formal Methods for Security Workshop co-located with the PetriNets-2014 Conference , 2014

2013

Tor traffic analysis using Hidden Markov Models.

Sami Zhioua

Secur. Commun. Networks, 2013

Bootstrapping trust of Web services based on trust patterns and Hidden Markov Models.

Hamdi Yahyaoui, Sami Zhioua

Knowl. Inf. Syst., 2013

Testing probabilistic equivalence through Reinforcement Learning.

Josée Desharnais, François Laviolette, Sami Zhioua

Inf. Comput., 2013

The Middle East under Malware Attack Dissecting Cyber Weapons.

Sami Zhioua

Proceedings of the 33rd International Conference on Distributed Computing Systems Workshops (ICDCS 2013 Workshops), 2013

Attacking Tor through Unpopular Ports.

Muhammad Aliyu Sulaiman, Sami Zhioua

Proceedings of the 33rd International Conference on Distributed Computing Systems Workshops (ICDCS 2013 Workshops), 2013

2011

Anonymity Attacks on Mix Systems: A Formal Analysis.

Sami Zhioua

Proceedings of the Information Hiding - 13th International Conference, 2011

Bootstrapping Trust of Web Services through Behavior Observation.

Hamdi Yahyaoui, Sami Zhioua

Proceedings of the Web Engineering - 11th International Conference, 2011

2010

A New Information Leakage Measure for Anonymity Protocols.

Sami Zhioua

Proceedings of the Security and Privacy in Communication Networks, 2010

A geometric view of mutual information: Application to anonymity protocols.

Sami Zhioua

Proceedings of the International Symposium on Information Theory and its Applications, 2010

2009

Learning the Difference between Partially Observable Dynamical Systems.

Sami Zhioua, Doina Precup, François Laviolette, Josée Desharnais

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

2006

Security Evaluation of J2ME CLDC Embedded Java Platform.

Mourad Debbabi, Mohamed Mostafa Saleh, Chamseddine Talhi, Sami Zhioua

J. Object Technol., 2006

Common Criteria Approach to J2ME CLDC Security Requirements.

Mourad Debbabi, Mohamed Mostafa Saleh, Chamseddine Talhi, Sami Zhioua

Proceedings of the New Trends in Software Methodologies, Tools and Techniques, 2006

Trace Equivalence Characterization Through Reinforcement Learning.

Josée Desharnais, François Laviolette, Krishna Priya Darsini Moturu, Sami Zhioua

Proceedings of the Advances in Artificial Intelligence, 2006

2005

E-Bunny: A Dynamic Compiler for Embedded Java Virtual Machines.

Mourad Debbabi, Abdelouahed Gherbi, Lamia Ketari, Chamseddine Talhi, Hamdi Yahyaoui, Sami Zhioua, Nadia Tawbi

J. Object Technol., 2005

Security Analysis of Wireless Java.

Mourad Debbabi, Mohamed Mostafa Saleh, Chamseddine Talhi, Sami Zhioua

Proceedings of the Third Annual Conference on Privacy, 2005

Security Analysis of Mobile Java.

Mourad Debbabi, Mohamed Mostafa Saleh, Chamseddine Talhi, Sami Zhioua

Proceedings of the 16th International Workshop on Database and Expert Systems Applications (DEXA 2005), 2005

Java for Mobile Devices: A Security Study.

Mourad Debbabi, Mohamed Mostafa Saleh, Chamseddine Talhi, Sami Zhioua

Proceedings of the 21st Annual Computer Security Applications Conference (ACSAC 2005), 2005

2004

a synergy between efficient interpretation and fast selective dynamic compilation for the acceleration of embedded Java virtual machines.

Mourad Debbabi, Abdelouahed Gherbi, Lamia Ketari, Chamseddine Talhi, Hamdi Yahyaoui, Sami Zhioua

Proceedings of the 3rd International Symposium on Principles and Practice of Programming in Java, 2004

A dynamic compiler for embedded Java virtual machines.

Mourad Debbabi, Abdelouahed Gherbi, Lamia Ketari, Chamseddine Talhi, Nadia Tawbi, Hamdi Yahyaoui, Sami Zhioua

Proceedings of the 3rd International Symposium on Principles and Practice of Programming in Java, 2004

2003

Method Call Acceleration in Embedded Java Virtual Machines.

Mourad Debbabi, M. M. Erhioui, Lamia Ketari, Nadia Tawbi, Hamdi Yahyaoui, Sami Zhioua

Proceedings of the Computational Science - ICCS 2003, 2003