Sami Zhioua

50 papers A 1B 1C 5Misc 1Journal 27Unranked 15
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Bias Injection Technique to Assess the Resilience of Causal Discovery Methods.
IEEE Access
Martina Cinquini, Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi, Riccardo Guidotti
2025 J jnl
Corrections to "A Bias Injection Technique to Assess the Resilience of Causal Discovery Methods".
IEEE Access
Martina Cinquini, Karima Makhlouf, Jay Jawale, Sami Zhioua, Catuscia Palamidessi, Riccardo Guidotti
2025 C conf
Fair Client Selection in Federated Learning: Enhancing Fairness in Collaborative AI Systems.
DATA
Ranim Bouzamoucha, Farah Barika Ktata, Sami Zhioua
2025 J jnl
On the Origins of Sampling Bias: Implications on Fairness Measurement and Mitigation.
CoRR
Sami Zhioua, Ruta Binkyte, Ayoub Ouni, Farah Barika Ktata
2024 J jnl
On the impact of multi-dimensional local differential privacy on fairness.
Data Min. Knowl. Discov.
Karima Makhlouf, Héber Hwang Arcolezi, Sami Zhioua, Ghassen Ben Brahim, Catuscia Palamidessi
2024 J jnl
When causality meets fairness: A survey.
J. Log. Algebraic Methods Program.
Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi
2023 J jnl
Dissecting Causal Biases.
CoRR
Ruta Binkyte, Sami Zhioua, Yassine Turki
2023 J jnl
Gender and sex bias in COVID-19 epidemiological data through the lens of causality.
Inf. Process. Manag.
Natalia Díaz Rodríguez, Ruta Binkyte, Wafae Bakkali, Sannidhi Bookseller, Paola Tubaro, Andrius Bacevicius, Sami Zhioua, Raja Chatila
2023 J jnl
On the Impact of Multi-dimensional Local Differential Privacy on Fairness.
CoRR
Karima Makhlouf, Héber Hwang Arcolezi, Sami Zhioua, Ghassen Ben Brahim, Catuscia Palamidessi
2023 J jnl
Shedding light on underrepresentation and Sampling Bias in machine learning.
CoRR
Sami Zhioua, Ruta Binkyte
2022 — conf
Causal Discovery for Fairness.
AFCP
Ruta Binkyte, Karima Makhlouf, Carlos Pinzón, Sami Zhioua, Catuscia Palamidessi
2022 J jnl
Causal Discovery for Fairness.
CoRR
Ruta Binkyte-Sadauskiene, Karima Makhlouf, Carlos Pinzón, Sami Zhioua, Catuscia Palamidessi
2022 J jnl
Identifiability of Causal-based Fairness Notions: A State of the Art.
CoRR
Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi
2022 J jnl
On the Need and Applicability of Causality for Fair Machine Learning.
CoRR
Ruta Binkyte, Sami Zhioua
2022 J jnl
Survey on Fairness Notions and Related Tensions.
CoRR
Guilherme Alves, Fabien Bernier, Miguel Couceiro, Karima Makhlouf, Catuscia Palamidessi, Sami Zhioua
2021 J jnl
Machine learning fairness notions: Bridging the gap with real-world applications.
Inf. Process. Manag.
Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi
2021 J jnl
On the Applicability of Machine Learning Fairness Notions.
SIGKDD Explor.
Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi
2020 J jnl
On the Applicability of ML Fairness Notions.
CoRR
Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi
2020 J jnl
Survey on Causal-based Machine Learning Fairness Notions.
CoRR
Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi
2019 J jnl
Finding a Needle in a Haystack: The Traffic Analysis Version.
Proc. Priv. Enhancing Technol.
Abdullah Qasem, Sami Zhioua, Karima Makhlouf
2018 J jnl
An empirical study of web browsers' resistance to traffic analysis and website fingerprinting attacks.
Clust. Comput.
Taher Al-Shehari, Sami Zhioua
2018 J jnl
On PLC network security.
Int. J. Crit. Infrastructure Prot.
Asem Ghaleb, Sami Zhioua, Ahmad Almulhem
2017 — conf
NetInfoMiner: High-level information extraction from network traffic.
BigComp
Ahmad Amro, Sultan Almuhammadi, Sami Zhioua
2016 — conf
PLC access control: a security analysis.
WCICSS
Haroon Wardak, Sami Zhioua, Ahmad Almulhem
2016 — conf
SCADA-SST: a SCADA security testbed.
WCICSS
Asem Ghaleb, Sami Zhioua, Ahmad Almulhem
2015 J jnl
Analyzing anonymity attacks through noisy channels.
Inf. Comput.
Sami Zhioua
2015 J jnl
The web browser factor in traffic analysis attacks.
Secur. Commun. Networks
Sami Zhioua
2014 — conf
Detecting Malicious Sessions Through Traffic Fingerprinting Using Hidden Markov Models.
SecureComm (1)
Sami Zhioua, Adnene Ben Jabeur, Mahjoub Langar, Wael Ilahi
2014 — conf
Traffic Analysis of Web Browsers.
FMS @ Petri Nets
Sami Zhioua, Mahjoub Langar
2013 — conf
Attacking Tor through Unpopular Ports.
ICDCS Workshops
Muhammad Aliyu Sulaiman, Sami Zhioua
2013 J jnl
Bootstrapping trust of Web services based on trust patterns and Hidden Markov Models.
Knowl. Inf. Syst.
Hamdi Yahyaoui, Sami Zhioua
2013 J jnl
Testing probabilistic equivalence through Reinforcement Learning.
Inf. Comput.
Josée Desharnais, François Laviolette, Sami Zhioua
2013 — conf
The Middle East under Malware Attack Dissecting Cyber Weapons.
ICDCS Workshops
Sami Zhioua
2013 J jnl
Tor traffic analysis using Hidden Markov Models.
Secur. Commun. Networks
Sami Zhioua
2011 — conf
Anonymity Attacks on Mix Systems: A Formal Analysis.
Information Hiding
Sami Zhioua
2011 B conf
Bootstrapping Trust of Web Services through Behavior Observation.
ICWE
Hamdi Yahyaoui, Sami Zhioua
2010 C conf
A New Information Leakage Measure for Anonymity Protocols.
SecureComm
Sami Zhioua
2010 C conf
A geometric view of mutual information: Application to anonymity protocols.
ISITA
Sami Zhioua
2009 — conf
Learning the Difference between Partially Observable Dynamical Systems.
ECML/PKDD (2)
Sami Zhioua, Doina Precup, François Laviolette, Josée Desharnais
2006 C conf
Common Criteria Approach to J2ME CLDC Security Requirements.
SoMeT
Mourad Debbabi, Mohamed Mostafa Saleh, Chamseddine Talhi, Sami Zhioua
2006 J jnl
Security Evaluation of J2ME CLDC Embedded Java Platform.
J. Object Technol.
Mourad Debbabi, Mohamed Mostafa Saleh, Chamseddine Talhi, Sami Zhioua
2006 — conf
Testing Probabilistic Equivalence Through Reinforcement Learning.
FSTTCS
Josée Desharnais, François Laviolette, Sami Zhioua
2006 — conf
Trace Equivalence Characterization Through Reinforcement Learning.
Canadian AI
Josée Desharnais, François Laviolette, Krishna Priya Darsini Moturu, Sami Zhioua
2005 J jnl
E-Bunny: A Dynamic Compiler for Embedded Java Virtual Machines.
J. Object Technol.
Mourad Debbabi, Abdelouahed Gherbi, Lamia Ketari, Chamseddine Talhi, Hamdi Yahyaoui, Sami Zhioua, Nadia Tawbi
2005 A conf
Java for Mobile Devices: A Security Study.
ACSAC
Mourad Debbabi, Mohamed Mostafa Saleh, Chamseddine Talhi, Sami Zhioua
2005 — conf
Security Analysis of Mobile Java.
DEXA Workshops
Mourad Debbabi, Mohamed Mostafa Saleh, Chamseddine Talhi, Sami Zhioua
2005 C conf
Security Analysis of Wireless Java.
PST
Mourad Debbabi, Mohamed Mostafa Saleh, Chamseddine Talhi, Sami Zhioua
2004 — conf
A dynamic compiler for embedded Java virtual machines.
PPPJ
Mourad Debbabi, Abdelouahed Gherbi, Lamia Ketari, Chamseddine Talhi, Nadia Tawbi, Hamdi Yahyaoui, Sami Zhioua
2004 — conf
a synergy between efficient interpretation and fast selective dynamic compilation for the acceleration of embedded Java virtual machines.
PPPJ
Mourad Debbabi, Abdelouahed Gherbi, Lamia Ketari, Chamseddine Talhi, Hamdi Yahyaoui, Sami Zhioua
2003 Misc conf
Method Call Acceleration in Embedded Java Virtual Machines.
International Conference on Computational Science
Mourad Debbabi, M. M. Erhioui, Lamia Ketari, Nadia Tawbi, Hamdi Yahyaoui, Sami Zhioua