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A

Amin Nikanjam

huawei

18H-index
119Paper Count
1.3KCitation Count
Published Papers 26
Publication Date
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Think Fast: Real-Time IoT Intrusion Reasoning Using IDS and LLMs at the Edge Gateway
errIEEE Internet of Things Journal
IF8.9
err2026-01-21
err0
PREAI
errSaeid Jamshidi; Omar Abdul Wahab; Rolando Herrero; Foutse Khomh; Martine Bellaïche; Samira Keivanpour; Negar Shahabi; Amin Nikanjam; Kawser Wazed Nafi
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errSave
An efficient model maintenance approach for MLOps
errEmpirical Software Engineering
IF3.6
err2025-11-17
err0
PREAI
errForough Majidi; Foutse Khomh; Heng Li; Amin Nikanjam
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errSave
Graph neural networks for precise bug localization through structural program analysis
errAutomated Software Engineering
IF3.1
err2025-10-18
err0
errOAAI
errYousofvand, Leila; Soleimani, Seyfollah; Rafe, Vahid; Nikanjam, Amin
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errSave
DeepCodeProbe: Evaluating Code Representation Quality in Models Trained on Code
errEmpirical Software Engineering
IF3.6
err2025-09-30
err0
PREAI
errVahid Majdinasab; Amin Nikanjam; Foutse Khomh
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errSave
The role of Large Language Models in IoT security: A systematic review of advances, challenges, and opportunities
errInternet of Things
IF7.6
err2025-08-28
err0
PREAI
errSaeid Jamshidi; Negar Shahabi; Amin Nikanjam; Kawser Wazed Nafi; Foutse Khomh; Carol Fung
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errSave
Evaluating machine learning-driven intrusion detection systems in IoT: Performance and energy consumption
errCOMPUTERS & INDUSTRIAL ENGINEERING
IF6.5
err2025-06-01
err0
PREAI
errJamshidi, Saeid; Nafi, Kawser Wazed; Nikanjam, Amin; Khomh, Foutse
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errSave
Bugs in large language models generated code: an empirical study
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2025-02-13
err0
errOAAI
errTambon, Florian; Moradi-Dakhel, Arghavan; Nikanjam, Amin; Khomh, Foutse; Desmarais, Michel C.; Antoniol, Giuliano
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errSave
Harnessing pre-trained generalist agents for software engineering tasks
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2024-12-11
err0
PREAI
errMindom, Paulina Stevia Nouwou; Nikanjam, Amin; Khomh, Foutse
errShare
errSave
Trained without My Consent: Detecting Code Inclusion in Language Models Trained on Code
errACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
err2024-11-02
err0
errOAAI
errMajdinasab, V; Nikanjam, A; Khomh, F
errShare
errSave
Quality issues in machine learning software systems
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2024-09-11
err2
PREAI
errCote, Pierre-Olivier; Nikanjam, Amin; Bouchoucha, Rached; Basta, Ilan; Abidi, Mouna; Khomh, Foutse
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errSave
Effective test generation using pre-trained Large Language Models and mutation testing
errINFORMATION AND SOFTWARE TECHNOLOGY
IF4.3
err2024-07-01
err8
errOAAI
errDakhel, Arghavan Moradi; Nikanjam, Amin; Majdinasab, Vahid; Khomh, Foutse; Desmarais, Michel C.
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errSave
Common challenges of deep reinforcement learning applications development: an empirical study
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2024-06-14
err0
PREAI
errMorovati, Mohammad Mehdi; Tambon, Florian; Taraghi, Mina; Nikanjam, Amin; Khomh, Foutse
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errSave
Bug characterization in machine learning-based systems
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2023-12-05
err10
PREAI
errMorovati, Mohammad Mehdi; Nikanjam, Amin; Tambon, Florian; Khomh, Foutse; Jiang, Zhen Ming (Jack)
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errSave
Silent bugs in deep learning frameworks: an empirical study of Keras and TensorFlow
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2023-11-29
err7
PREAI
errTambon, Florian; Nikanjam, Amin; An, Le; Khomh, Foutse; Antoniol, Giuliano
errShare
errSave
GitHub Copilot AI pair programmer: Asset or Liability?
errJOURNAL OF SYSTEMS AND SOFTWARE
IF4.1
err2023-09-01
err117
errOAAI
errDakhel, Arghavan Moradi; Majdinasab, Vahid; Nikanjam, Amin; Khomh, Foutse; Desmarais, Michel C.; Jiang, Zhen Ming (Jack)
errShare
errSave
A comparison of reinforcement learning frameworks for software testing tasks
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2023-08-24
err5
PREAI
errMindom, Paulina Stevia Nouwou; Nikanjam, Amin; Khomh, Foutse
errShare
errSave
Bugs in machine learning-based systems: a faultload benchmark
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2023-04-05
err9
PREAI
errMorovati, Mohammad Mehdi; Nikanjam, Amin; Khomh, Foutse; Jiang, Zhen Ming (Jack)
errShare
errSave
A stochastic variance-reduced coordinate descent algorithm for learning sparse Bayesian network from discrete high-dimensional data
errINTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS
IF2.7
err2022-10-01
err2
PREAI
errShajoonnezhad, Nazanin; Nikanjam, Amin
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errSave
Automatic Fault Detection for Deep Learning Programs Using Graph Transformations
errACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
err2021-09-28
err16
errOAAI
errNikanjam, Amin; Ben Braiek, Houssem; Morovati, Mohammad Mehdi; Khomh, Foutse
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errSave
Stability analysis of the particle dynamics in bat algorithm: standard and modified versions
errENGINEERING WITH COMPUTERS
IF4.9
err2020-02-18
err7
PREAI
errFozuni Shirjini, Mahsa; Nikanjam, Amin; Aliyari Shoorehdeli, Mahdi
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
G
Giuliano Antoniol
H-index: 50 · Papers: 327
F
Foutse Khomh
H-index: 46 · Papers: 470
Z
Zhen Ming Jiang
H-index: 40 · Papers: 120
O
Omar Abdel Wahab
H-index: 31 · Papers: 77
M
Mahdi Aliyari Shoorehdeli
H-index: 29 · Papers: 283
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