Sami Zhioua

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 21

Top Topics

Detecting Malicious

Causal Discovery

Network Security

Machine Learning

Top Venues

Inf. Process. Manag.

J. Log. Algebraic Methods Program.

Publications

Karima Makhlouf, Héber Hwang Arcolezi, Sami Zhioua, Ghassen Ben Brahim, Catuscia Palamidessi
On the impact of multi-dimensional local differential privacy on fairness. Data Min. Knowl. Discov. 38 (4) (2024)
Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi
When causality meets fairness: A survey. J. Log. Algebraic Methods Program. 141 (2024)
Sami Zhioua, Ruta Binkyte
Shedding light on underrepresentation and Sampling Bias in machine learning. CoRR (2023)
Natalia Díaz Rodríguez, Ruta Binkyte, Wafae Bakkali, Sannidhi Bookseller, Paola Tubaro, Andrius Bacevicius, Sami Zhioua, Raja Chatila
Gender and sex bias in COVID-19 epidemiological data through the lens of causality. Inf. Process. Manag. 60 (3) (2023)
Karima Makhlouf, Héber Hwang Arcolezi, Sami Zhioua, Ghassen Ben Brahim, Catuscia Palamidessi
On the Impact of Multi-dimensional Local Differential Privacy on Fairness. CoRR (2023)
Ruta Binkyte, Sami Zhioua, Yassine Turki
Dissecting Causal Biases. CoRR (2023)
Ruta Binkyte, Karima Makhlouf, Carlos Pinzón, Sami Zhioua, Catuscia Palamidessi
Causal Discovery for Fairness. AFCP (2022)
Ruta Binkyte, Sami Zhioua
On the Need and Applicability of Causality for Fair Machine Learning. CoRR (2022)
Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi
Identifiability of Causal-based Fairness Notions: A State of the Art. CoRR (2022)
Guilherme Alves, Fabien Bernier, Miguel Couceiro, Karima Makhlouf, Catuscia Palamidessi, Sami Zhioua
Survey on Fairness Notions and Related Tensions. CoRR (2022)
Ruta Binkyte-Sadauskiene, Karima Makhlouf, Carlos Pinzón, Sami Zhioua, Catuscia Palamidessi
Causal Discovery for Fairness. CoRR (2022)
Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi
On the Applicability of Machine Learning Fairness Notions. SIGKDD Explor. 23 (1) (2021)
Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi
Machine learning fairness notions: Bridging the gap with real-world applications. Inf. Process. Manag. 58 (5) (2021)
Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi
Survey on Causal-based Machine Learning Fairness Notions. CoRR (2020)
Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi
On the Applicability of ML Fairness Notions. CoRR (2020)
Abdullah Qasem, Sami Zhioua, Karima Makhlouf
Finding a Needle in a Haystack: The Traffic Analysis Version. Proc. Priv. Enhancing Technol. 2019 (2) (2019)
Asem Ghaleb, Sami Zhioua, Ahmad Almulhem
On PLC network security. Int. J. Crit. Infrastructure Prot. 22 (2018)
Taher Al-Shehari, Sami Zhioua
An empirical study of web browsers' resistance to traffic analysis and website fingerprinting attacks. Clust. Comput. 21 (4) (2018)
Ahmad Amro, Sultan Almuhammadi, Sami Zhioua
NetInfoMiner: High-level information extraction from network traffic. BigComp (2017)
Asem Ghaleb, Sami Zhioua, Ahmad Almulhem
SCADA-SST: a SCADA security testbed. WCICSS (2016)
Haroon Wardak, Sami Zhioua, Ahmad Almulhem
PLC access control: a security analysis. WCICSS (2016)
Sami Zhioua
The web browser factor in traffic analysis attacks. Secur. Commun. Networks 8 (18) (2015)
Sami Zhioua
Analyzing anonymity attacks through noisy channels. Inf. Comput. 244 (2015)
Sami Zhioua, Mahjoub Langar
Traffic Analysis of Web Browsers. FMS @ Petri Nets (2014)
Sami Zhioua, Adnene Ben Jabeur, Mahjoub Langar, Wael Ilahi
Detecting Malicious Sessions Through Traffic Fingerprinting Using Hidden Markov Models. SecureComm (1) (2014)
Sami Zhioua
The Middle East under Malware Attack Dissecting Cyber Weapons. ICDCS Workshops (2013)
Muhammad Aliyu Sulaiman, Sami Zhioua
Attacking Tor through Unpopular Ports. ICDCS Workshops (2013)
Hamdi Yahyaoui, Sami Zhioua
Bootstrapping trust of Web services based on trust patterns and Hidden Markov Models. Knowl. Inf. Syst. 37 (2) (2013)
Sami Zhioua
Tor traffic analysis using Hidden Markov Models. Secur. Commun. Networks 6 (9) (2013)
Josée Desharnais, François Laviolette, Sami Zhioua
Testing probabilistic equivalence through Reinforcement Learning. Inf. Comput. 227 (2013)
Sami Zhioua
Anonymity Attacks on Mix Systems: A Formal Analysis. Information Hiding (2011)
Hamdi Yahyaoui, Sami Zhioua
Bootstrapping Trust of Web Services through Behavior Observation. ICWE (2011)
Sami Zhioua
A geometric view of mutual information: Application to anonymity protocols. ISITA (2010)
Sami Zhioua
A New Information Leakage Measure for Anonymity Protocols. SecureComm (2010)
Sami Zhioua, Doina Precup, François Laviolette, Josée Desharnais
Learning the Difference between Partially Observable Dynamical Systems. ECML/PKDD (2) (2009)
Mourad Debbabi, Mohamed Saleh, Chamseddine Talhi, Sami Zhioua
Common Criteria Approach to J2ME CLDC Security Requirements. SoMeT (2006)
Josée Desharnais, François Laviolette, Sami Zhioua
Testing Probabilistic Equivalence Through Reinforcement Learning. FSTTCS (2006)
Josée Desharnais, François Laviolette, Krishna Priya Darsini Moturu, Sami Zhioua
Trace Equivalence Characterization Through Reinforcement Learning. Canadian Conference on AI (2006)
Mourad Debbabi, Mohamed Saleh, Chamseddine Talhi, Sami Zhioua
Security Evaluation of J2ME CLDC Embedded Java Platform. J. Object Technol. 5 (2) (2006)
Mourad Debbabi, Abdelouahed Gherbi, Lamia Ketari, Chamseddine Talhi, Hamdi Yahyaoui, Sami Zhioua, Nadia Tawbi
E-Bunny: A Dynamic Compiler for Embedded Java Virtual Machines. J. Object Technol. 4 (1) (2005)
Mourad Debbabi, Mohamed Saleh, Chamseddine Talhi, Sami Zhioua
Security Analysis of Mobile Java. DEXA Workshops (2005)
Mourad Debbabi, Mohamed Saleh, Chamseddine Talhi, Sami Zhioua
Security Analysis of Wireless Java. PST (2005)
Mourad Debbabi, Mohamed Saleh, Chamseddine Talhi, Sami Zhioua
Java for Mobile Devices: A Security Study. ACSAC (2005)
Mourad Debbabi, Abdelouahed Gherbi, Lamia Ketari, Chamseddine Talhi, Nadia Tawbi, Hamdi Yahyaoui, Sami Zhioua
A dynamic compiler for embedded Java virtual machines. PPPJ (2004)
Mourad Debbabi, Abdelouahed Gherbi, Lamia Ketari, Chamseddine Talhi, Hamdi Yahyaoui, Sami Zhioua
a synergy between efficient interpretation and fast selective dynamic compilation for the acceleration of embedded Java virtual machines. PPPJ (2004)
Mourad Debbabi, M. M. Erhioui, Lamia Ketari, Nadia Tawbi, Hamdi Yahyaoui, Sami Zhioua
Method Call Acceleration in Embedded Java Virtual Machines. International Conference on Computational Science (2003)