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Omran Ayoub

University of Applied Sciences and Arts of Southern Switzerland

16H-index
112Paper Count
891Citation Count
Published Papers 19
Publication Date
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Detecting Zero-Day Attacks via Reconstruction of Feature Influence and Model Uncertainty
errIEEE Transactions on Network and Service Management
IF5.4
err2026-09-07
err0
PREAI
errHussein Fawaz; Jacopo Talpini; Marco Savi; Silvia Giordano; Omran Ayoub
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errSave
Exploiting explanations for model extraction via knowledge distillation and mitigation with private counterfactuals
errFrontiers in Artificial Intelligence
IF4.7
err2026-05-25
err0
errOAAI
errFE Fatima Ezzeddine; SG Silvia Giordano; OA Omran Ayoub
errShare
errSave
Capacity Sharing for Survivable Virtual Network Mapping Against Double-Link Failures
errIEEE Transactions on Network and Service Management
IF5.4
err2025-08-01
err0
PREAI
errQiaolun Zhang; Omran Ayoub; Ruikun Wang; Emanuele Viadana; Francesco Musumeci; Massimo Tornatore
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errSave
Design with low cost of equipment for metro filterless optical networks
errJOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING
IF4.3
err2025-02-19
err0
PREAI
errKarandin, Oleg; Ayoub, Omran; Ibrahimi, Memedhe; Castoldi, Andrea; Pastorelli, Rosanna; Musumeci, Francesco; Tornatore, Massimo
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errSave
IC-QKD: An Information-Centric Quantum Key Distribution Network
errIEEE COMMUNICATIONS MAGAZINE
IF8.2
err2023-12-01
err2
errOAAI
errZhang, Qiaolun; Ayoub, Omran; Wu, Jun; Lin, Xi; Tornatore, Massimo
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errSave
Exposing influence campaigns in the age of LLMs: a behavioral-based AI approach to detecting state-sponsored trolls
errEPJ DATA SCIENCE
IF2.5
err2023-10-09
err3
errOAAI
errEzzeddine, Fatima; Ayoub, Omran; Giordano, Silvia; Nogara, Gianluca; Sbeity, Ihab; Ferrara, Emilio; Luceri, Luca
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errSave
Towards explainable artificial intelligence in optical networks: the use case of lightpath QoT estimation
errJOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING
IF4.3
err2022-11-22
err23
errOAAI
errAyoub, Omran; Troia, Sebastian; Andreoletti, Davide; Bianco, Andrea; Tornatore, Massimo; Giordano, Silvia; Rottondi, Cristina
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errSave
On Deep Reinforcement Learning for Static Routing and Wavelength Assignment
errIEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS
IF5.1
err2022-07-01
err22
errOAAI
errDi Cicco, Nicola; Mercan, Emre Furkan; Karandin, Oleg; Ayoub, Omran; Troia, Sebastian; Musumeci, Francesco; Tornatore, Massimo
errShare
errSave
Progressive Slice Recovery With Guaranteed Slice Connectivity After Massive Failures
errIEEE-ACM TRANSACTIONS ON NETWORKING
IF3.6
err2022-04-01
err11
errOAAI
errZhang, Qiaolun; Ayoub, Omran; Wu, Jun; Musumeci, Francesco; Li, Gaolei; Tornatore, Massimo
errShare
errSave
Tutorial on filterless optical networks [Invited]
errJOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING
IF4.3
err2022-03-01
err19
PREAI
errAyoub, Omran; Karandin, Oleg; Ibrahimi, Memedhe; Castoldi, Andrea; Musumeci, Francesco; Tornatore, Massimo
errShare
errSave
Network-Based Contact Tracing for Detection of Covid-19 Contagions: A Privacy-Preserving Approach
errIEEE COMMUNICATIONS MAGAZINE
IF8.2
err2021-09-01
err4
PREAI
errAndreoletti, Davide; Ayoub, Omran; Giordano, Silvia; Verticale, Giacomo; Tornatore, Massimo
errShare
errSave
QoT-Aware Optical Amplifier Placement in Filterless Metro Networks
errIEEE COMMUNICATIONS LETTERS
IF4.4
err2021-03-01
err19
errOAAI
errIbrahimi, Memedhe; Ayoub, Omran; Karandin, Oleg; Musumeci, Francesco; Castoldi, Andrea; Pastorelli, Rosanna; Tornatore, Massimo
errShare
errSave
Minimum-Cost Optical Amplifier Placement in Metro Networks
errJOURNAL OF LIGHTWAVE TECHNOLOGY
IF4.8
err2020-06-15
err15
errOAAI
errIbrahimi, Memedhe; Ayoub, Omran; Musumeci, Francesco; Karandin, Oleg; Castoldi, Andrea; Pastorelli, Rosanna; Tornatore, Massimo
errShare
errSave
On Dynamic Service Chaining in Filterless Optical Metro-Aggregation Networks
errIEEE ACCESS
IF3.6
err2020-01-01
err9
errOAAI
errAskari, Leila; Ayoub, Omran; Musumeci, Francesco; Tornatore, Massimo
errShare
errSave
Latency-Aware CU Placement/Handover in Dynamic WDM Access-Aggregation Networks
errJOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING
IF4.3
err2019-03-28
err16
PREAI
errMusumeci, Francesco; Ayoub, Omran; Magoni, Monica; Tornatore, Massimo
errShare
errSave
Energy-Efficient Video-On-Demand Content Caching and Distribution in Metro Area Networks
errIEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING
IF6.7
err2019-03-01
err20
errOAAI
errAyoub, Omran; Musumeci, Francesco; Tornatore, Massimo; Pattavina, Achille
errShare
errSave
A Privacy-Preserving Protocol for Network-Neutral Caching in ISP Networks
errIEEE ACCESS
IF3.6
err2019-01-01
err9
errOAAI
errAndreoletti, Davide; Ayoub, Omran; Rottondi, Cristina; Giordano, Silvia; Verticale, Giacomo; Tornatore, Massimo
errShare
errSave
Efficient Routing and Bandwidth Assignment for Inter-Data-Center Live Virtual-Machine Migrations
errJOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING
IF4.3
err2017-02-14
err8
errOAAI
errAyoub, Omran; Musumeci, Francesco; Tornatore, Massimo; Pattavina, Achille
errShare
errSave
err
IF0
err
err0
PREAI
err
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
E
Emilio Ferrara
H-index: 67 · Papers: 1.8K
M
Massimo Tornatore
H-index: 53 · Papers: 631
J
Jun Wu
H-index: 47 · Papers: 446
S
Silvia Giordano
H-index: 37 · Papers: 315
A
Achille Pattavina
H-index: 34 · Papers: 367
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