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2020 – today
- 2024
[j15]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): 2252-2275 (2024)- [j14]Karima Makhlouf
, Sami Zhioua, Catuscia Palamidessi:
When causality meets fairness: A survey. J. Log. Algebraic Methods Program. 141: 101000 (2024) - 2023
- [j13]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): 103276 (2023) - [i9]Sami Zhioua, Ruta Binkyte:
Shedding light on underrepresentation and Sampling Bias in machine learning. CoRR abs/2306.05068 (2023) - [i8]Ruta Binkyte, Sami Zhioua, Yassine Turki:
Dissecting Causal Biases. CoRR abs/2310.13364 (2023) - [i7]Karima Makhlouf, Héber Hwang Arcolezi, Sami Zhioua, Ghassen Ben Brahim, Catuscia Palamidessi:
On the Impact of Multi-dimensional Local Differential Privacy on Fairness. CoRR abs/2312.04404 (2023) - 2022
- [c22]Ruta Binkyte, Karima Makhlouf, Carlos Pinzón, Sami Zhioua, Catuscia Palamidessi:
Causal Discovery for Fairness. AFCP 2022: 7-22 - [i6]Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi:
Identifiability of Causal-based Fairness Notions: A State of the Art. CoRR abs/2203.05900 (2022) - [i5]Ruta Binkyte-Sadauskiene, Karima Makhlouf, Carlos Pinzón, Sami Zhioua, Catuscia Palamidessi:
Causal Discovery for Fairness. CoRR abs/2206.06685 (2022) - [i4]Ruta Binkyte, Sami Zhioua:
On the Need and Applicability of Causality for Fair Machine Learning. CoRR abs/2207.04053 (2022) - [i3]Guilherme Alves, Fabien Bernier, Miguel Couceiro, Karima Makhlouf, Catuscia Palamidessi, Sami Zhioua:
Survey on Fairness Notions and Related Tensions. CoRR abs/2209.13012 (2022) - 2021
- [j12]Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi:
Machine learning fairness notions: Bridging the gap with real-world applications. Inf. Process. Manag. 58(5): 102642 (2021) - [j11]Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi:
On the Applicability of Machine Learning Fairness Notions. SIGKDD Explor. 23(1): 14-23 (2021) - 2020
- [i2]Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi:
On the Applicability of ML Fairness Notions. CoRR abs/2006.16745 (2020) - [i1]Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi:
Survey on Causal-based Machine Learning Fairness Notions. CoRR abs/2010.09553 (2020)
2010 – 2019
- 2019
- [j10]Abdullah Qasem, Sami Zhioua, Karima Makhlouf:
Finding a Needle in a Haystack: The Traffic Analysis Version. Proc. Priv. Enhancing Technol. 2019(2): 270-290 (2019) - 2018
- [j9]Taher Al-Shehari, Sami Zhioua:
An empirical study of web browsers' resistance to traffic analysis and website fingerprinting attacks. Clust. Comput. 21(4): 1917-1931 (2018) - [j8]Asem Ghaleb, Sami Zhioua, Ahmad Almulhem:
On PLC network security. Int. J. Crit. Infrastructure Prot. 22: 62-69 (2018) - 2017
- [c21]Ahmad Amro, Sultan Almuhammadi, Sami Zhioua:
NetInfoMiner: High-level information extraction from network traffic. BigComp 2017: 143-150 - 2016
- [c20]Asem Ghaleb, Sami Zhioua, Ahmad Almulhem:
SCADA-SST: a SCADA security testbed. WCICSS 2016: 34-39 - [c19]Haroon Wardak, Sami Zhioua, Ahmad Almulhem:
PLC access control: a security analysis. WCICSS 2016: 56-61 - 2015
- [j7]Sami Zhioua:
Analyzing anonymity attacks through noisy channels. Inf. Comput. 244: 76-112 (2015) - [j6]Sami Zhioua:
The web browser factor in traffic analysis attacks. Secur. Commun. Networks 8(18): 4227-4241 (2015) - 2014
- [c18]Sami Zhioua, Mahjoub Langar:
Traffic Analysis of Web Browsers. FMS @ Petri Nets 2014: 20-33 - [c17]Sami Zhioua, Adnene Ben Jabeur, Mahjoub Langar, Wael Ilahi:
Detecting Malicious Sessions Through Traffic Fingerprinting Using Hidden Markov Models. SecureComm (1) 2014: 623-631 - 2013
- [j5]Josée Desharnais, François Laviolette, Sami Zhioua:
Testing probabilistic equivalence through Reinforcement Learning. Inf. Comput. 227: 21-57 (2013) - [j4]Hamdi Yahyaoui, Sami Zhioua:
Bootstrapping trust of Web services based on trust patterns and Hidden Markov Models. Knowl. Inf. Syst. 37(2): 389-416 (2013) - [j3]Sami Zhioua:
Tor traffic analysis using Hidden Markov Models. Secur. Commun. Networks 6(9): 1075-1086 (2013) - [c16]Sami Zhioua:
The Middle East under Malware Attack Dissecting Cyber Weapons. ICDCS Workshops 2013: 11-16 - [c15]Muhammad Aliyu Sulaiman, Sami Zhioua:
Attacking Tor through Unpopular Ports. ICDCS Workshops 2013: 33-38 - 2011
- [c14]Hamdi Yahyaoui, Sami Zhioua:
Bootstrapping Trust of Web Services through Behavior Observation. ICWE 2011: 319-330 - [c13]Sami Zhioua:
Anonymity Attacks on Mix Systems: A Formal Analysis. Information Hiding 2011: 133-147 - 2010
- [c12]Sami Zhioua:
A geometric view of mutual information: Application to anonymity protocols. ISITA 2010: 60-65 - [c11]Sami Zhioua:
A New Information Leakage Measure for Anonymity Protocols. SecureComm 2010: 398-414
2000 – 2009
- 2009
- [c10]Sami Zhioua, Doina Precup, François Laviolette, Josée Desharnais:
Learning the Difference between Partially Observable Dynamical Systems. ECML/PKDD (2) 2009: 664-677 - 2006
- [j2]Mourad Debbabi, Mohamed Mostafa Saleh, Chamseddine Talhi, Sami Zhioua:
Security Evaluation of J2ME CLDC Embedded Java Platform. J. Object Technol. 5(2): 125-154 (2006) - [c9]Josée Desharnais, François Laviolette, Krishna Priya Darsini Moturu, Sami Zhioua:
Trace Equivalence Characterization Through Reinforcement Learning. Canadian AI 2006: 371-382 - [c8]Josée Desharnais, François Laviolette, Sami Zhioua:
Testing Probabilistic Equivalence Through Reinforcement Learning. FSTTCS 2006: 236-247 - [c7]Mourad Debbabi, Mohamed Mostafa Saleh, Chamseddine Talhi, Sami Zhioua:
Common Criteria Approach to J2ME CLDC Security Requirements. SoMeT 2006: 177-194 - 2005
- [j1]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): 83-108 (2005) - [c6]Mourad Debbabi, Mohamed Mostafa Saleh, Chamseddine Talhi, Sami Zhioua:
Java for Mobile Devices: A Security Study. ACSAC 2005: 235-244 - [c5]Mourad Debbabi, Mohamed Mostafa Saleh, Chamseddine Talhi, Sami Zhioua:
Security Analysis of Mobile Java. DEXA Workshops 2005: 231-235 - [c4]Mourad Debbabi, Mohamed Mostafa Saleh, Chamseddine Talhi, Sami Zhioua:
Security Analysis of Wireless Java. PST 2005 - 2004
- [c3]Mourad Debbabi, Abdelouahed Gherbi, Lamia Ketari, Chamseddine Talhi, Nadia Tawbi, Hamdi Yahyaoui, Sami Zhioua:
A dynamic compiler for embedded Java virtual machines. PPPJ 2004: 100-106 - [c2]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: 107-113 - 2003
- [c1]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: 750-759
Coauthor Index
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last updated on 2024-08-23 19:24 CEST by the dblp team
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