prof. madya dr. masnizah binti mohd

pensyarah universiti

pusat kajian keselamatan siber (cyber)

 masnizah.mohd@ukm.edu.my



   Biografi/ Biography :

  • Masnizah Mohd merupakan Profesor Madya di Fakulti Teknologi dan Sains Maklumat (FTSM), Universiti Kebangsaan Malaysia (UKM). Beliau pernah menjalani sabatikal di INVOKE Solutions Sdn Bhd dari Mac - Julai, 2021 di bawah unit Analitik. Sebelum ini, beliau merupakan penyelidik postdoktoral di makmal Pemprosesan Bahasa Tabii, School of Information Science, Japan Advanced Institute of Science and Technology (JAIST) dari Mei 2014 hingga Mac 2016. Beliau menerima PhD dalam bidang Sains Maklumat dan Komputeran dari Universiti of Strathclyde, Glasgow UK (2010); Sarjana Teknologi Maklumat (2002) dan Sarjana Muda Teknologi Maklumat (1999) dalam bidang Sains Maklumat, UKM. Fokus penyelidikan utama beliau adalah dalam bidang Capaian Maklumat, Pemprosesan Bahasa Tabii, dan Analitik Siber. Beliau juga pernah berkhidmat sebagai sekretariat utama dalam Pertubuhan Bukan Kerajaan (NGO) seperti Persatuan Capaian Maklumat dan Pengurusan Pengetahuan (PECAMP) Malaysia, dan Pertubuhan Akademia Keselamatan Siber Malaysia (CSAM).
    ---Masnizah Mohd is an Associate Professor at the Faculty of Information Science and Technology (FTSM), Universiti Kebangsaan Malaysia (UKM). She did her sabbatical at INVOKE Solutions Sdn Bhd from Mac - July, 2021 where she was assigned under the Analytics department. Previously, she did her postdoc at the Natural Language Processing lab, School of Information Science, Japan Advanced Institute of Science and Technology (JAIST) from May 2014 to March 2016. She received her PhD in Computer and Information Sciences from the University of Strathclyde, Glasgow UK (2010). She holds M.IT (2002) and B.IT (1999) degrees in Information Science from the Universiti Kebangsaan Malaysia. Her main research interests are in the areas of Information Retrieval, Natural Language Processing (NLP), and Cyber Intelligence. She also has served as the main secretariat in Non-Governmental Organization (NGO) such as Information Retrieval and Knowledge Management Society (PECAMP) Malaysia and Cyber Security Academia Malaysia (CSAM).

  • nur izyan yasmin saat, masnizah mohd, shahrul azman mohd noah, sumaia mohammed al-ghuribi.  (2025).  beyond relevance: enhancing serendipity in content-based recommendations with knowledge graphs.  - ieee access.  142980 - 142989. 

     

    omar bashaddadh, nazlia omar, masnizah mohd, mohd nor akmal khalid.  (2025).  machine learning and deep learning approaches for fake news detection: a systematic review of techniques, challenges, and advancements.  - ieee access.  90433 - 90466. 

     

    muhammad naim syahmi roslan, masnizah mohd, kiyoaki shirai.  (2025).  investigating the performance of machine learning and deep learning models in fake news detection.  - 2024 16th international conference on knowledge and system engineering (kse).  231 - 236. 

     

    husseini usman yaro, masnizah mohd.  (2025).  phishing susceptibility metrics in academic environments: simulation-based analysis at federal polytechnic bali, nigeria.  - asia-pacific journal of information technology and multimedia.  219 - 239. 

     

    zeeshan khan, mohammad rahim kamaluddin, jamiah manap, surendran rajaratnam, masnizah mohd, ibrahim maclean chong, farhan navid yousaf, ratna yunita setiyani subardjo.  (2025).  exploring the role of technology in human trafficking in pakistan: a qualitative study of lived experiences of victims.  - plos one.  1 - 16. 

     

    nur izyan yasmin saat, masnizah mohd, shahrul azman mohd noah, sumaia mohammed al-ghuribi.  (2025).  beyond relevance: enhancing serendipity in content-based recommendations with knowledge graphs.  - ieee access.  142980 - 142989. 

     

    omar bashaddadh, nazlia omar, masnizah mohd, mohd nor akmal khalid.  (2025).  machine learning and deep learning approaches for fake news detection: a systematic review of techniques, challenges, and advancements.  - ieee access.  90433 - 90466. 

     

    zeeshan khan, mohammad rahim kamaluddin, jamiah manap, surendran rajaratnam, masnizah mohd, ibrahim maclean chong, farhan navid yousaf, ratna yunita setiyani subardjo.  (2025).  exploring the role of technology in human trafficking in pakistan: a qualitative study of lived experiences of victims.  - plos one.  1 - 16. 

     

    shiwen zhou, masnizah mohd.  (2025).  mental health safety and depression detection in social media text data: a classification approach based on a deep learning model.  - ieee access .  63284 - 63297. 

     

    esmaail, naji; omar, nazlia; mohd, masnizah; fauzi, fariza; mansur, zainab.  (2024).  named entity recognition in user-generated text (english twitter): a systematic literature review.  - ieee access.  136330 - 136353. 

     

    nur izyan yasmin saat, shahrul azman mohd noah, masnizah mohd.  (2024).  enhanced content-based recommendation using topic modelling and knowledge graph.  - elektronika ir elektrotechnika.  73-79. 

     

    yasir hadi farhan, shahrul azman mohd noah, masnizah mohd, jaffar atwan.  (2023).  word-embedding-based query expansion: incorporating deep averaging networks in arabic document retrieval.  - journal of information science.  1168-1186. 

     

    wan noor hamiza wan ali, masnizah mohd, fariza fauzi, kiyoaki shirai, muhammad junaidi mahamad noor.  (2021).  implementation of hyperparameter optimisation and over-sampling in detecting cyberbullying using machine learning approach.  - malaysian journal of computer science.  78-100. 

     

    azianura hani shaari, mohammad rahim kamaluddin, wan fariza paizi@fauzi, masnizah mohd.  (2019).  online-dating romance scam in malaysia: an analysis of online conversations between scammers and victims.  - gema online® journal of language studies.  97-115. 

     

    mohammed abuhamad, masnizah mohd.  (2019).  data categorization and model weighting approach for language model adaptation in statistical machine translation.  - international journal of advanced computer science and applications.  135-141. 

     

    omar bashaddadh, nazlia omar, masnizah mohd, mohd nor akmal khalid.  (2025).  machine learning and deep learning approaches for fake news detection: a systematic review of techniques, challenges, and advancements.  - ieee access.  90433 - 90466. 

     

    shiwen zhou, masnizah mohd.  (2025).  mental health safety and depression detection in social media text data: a classification approach based on a deep learning model.  - ieee access .  63284 - 63297. 

     

    nur izyan yasmin saat, masnizah mohd, shahrul azman mohd noah, sumaia mohammed al-ghuribi.  (2025).  beyond relevance: enhancing serendipity in content-based recommendations with knowledge graphs.  - ieee access.  142980 - 142989. 

     

    zeeshan khan, mohammad rahim kamaluddin, jamiah manap, surendran rajaratnam, masnizah mohd, ibrahim maclean chong, farhan navid yousaf, ratna yunita setiyani subardjo.  (2025).  exploring the role of technology in human trafficking in pakistan: a qualitative study of lived experiences of victims.  - plos one.  1 - 16. 

     

    adeoye augustine bamgbose, masnizah mohd, tengku siti meriam tengku wook and hazura mohamed.  (2025).  are digital repositories for university libraries trustworthy?: a systematic review.  - business information review.  1 - 8. 

     

    muhammad naim syahmi roslan, masnizah mohd, kiyoaki shirai.  (2025).  investigating the performance of machine learning and deep learning models in fake news detection.  - 2024 16th international conference on knowledge and system engineering (kse).  231 - 236. 

     

    yamunaah rani ravichanthar, masnizah mohd.  (2024).  students' susceptibility to spear phishing based on campaign sentiments.  - 2024 16th international conference on knowledge and system engineering (kse).  1 - 5. 

     

    wan noor hamiza wan ali, masnizah mohd, fariza fauzi.  (2024).  detecting cyberbullying using machine learning: a supervised approach with content-based features.  - 2024 16th international conference on knowledge and system engineering (kse).  386 - 391. 

     

    sumaia mohammed al-ghuribi, shahrul azman mohd noah, saeed amer al ameri, masnizah mohd, arifah che alhadi.  (2024).  a trusted user model for collaborative multi-criteria recommendation using user review elements.  - icaai '23: proceedings of the 2023 7th international conference on advances in artificial intelligence.  48 - 53. 

     

    salehah hamzah, masnizah mohd, lailatul qadri zakaria.  (2023).  exploring the hybrid neural network and attention mechanism for classification of social bias.  - 2023 15th international conference on knowledge and systems engineering (kse).  1-4. 

     

    abdul qudus shafiin, umi asma' mokhtar, masnizah mohd, mohamad shanudin zakaria.  (2021).  kesedaran kebocoran data dalam kalangan warga siber muda.  - 105-128. 

     

    norhafizah abu bakar, masnizah mohd, rossilawati sulaiman, mohd syazwan baharuddin.  (2019).  prosedur simulasi pancingan data spesifik di universiti kebangsaan malaysia.  - 72-89. 

     

    masnizah mohd, wan fariza paizi@fauzi, kok ven jyn.  (2019).  elemen kesedaran dalam keselamatan siber.  - 13-24. 

     

    masnizah mohd, wan fariza paizi@fauzi, mohd rosmadi mokhtar & mohd zamri murah.  (2017).  risikan siber.  - 72-80. 

     

    zarina shukur & masnizah mohd..  (2017).  cabaran perdana keselamatan siber : melindungi sistem kritikal untuk memelihara aset digital negara.  - 1-9. 

     

    masnizah mohd, umi asma’ mokhtar.  (2024).  taklimat asas keselamatan siber untuk juruadit bukan latarbelakang it.  - buletin akses. 

     

    nur amira farisha mohd yusri, masnizah mohd.  (2024).  analisis sentimen sistem emerit universiti kebangsaan malaysia.  - prosiding persidangan kebangsaan sarjana muda 2024 (persada 2024).  1745-1761. 

     

    muhammad najieb ahmad fuad, masnizah mohd.  (2024).  guna ‘banker’ raih kepercayaan orang ramai.  - kosmo. 

     

    muhammad najieb ahmad fuad, masnizah mohd.  (2024).  orang tua mudah kena tipu.  - kosmo. 

     

    mohd. nor akmal khalid, masnizah mohd, abdul hadi abd rahman, mohd ridzwan yaakub, elankovan a. sundararajan, kauthar mohd daud.  (2024).  ceramah kerjasama ukm-jaist.  - buletin akses ftsm 2024 . 

     

    muhammad najieb ahmad fuad, masnizah mohd.  (2024).  orang tua mudah kena tipu.  - kosmo. 

     

    teh athira yusof, masnizah mohd.  (2024).  keeping our children safe online.  -

     

    mohd. nor akmal khalid, masnizah mohd, abdul hadi abd rahman, mohd ridzwan yaakub, elankovan a. sundararajan, kauthar mohd daud.  (2024).  ceramah kerjasama ukm-jaist.  - buletin akses ftsm 2024 . 

     

    masnizah mohd, umi asma’ mokhtar.  (2024).  taklimat asas keselamatan siber untuk juruadit bukan latarbelakang it.  - buletin akses. 

     

    muhammad najieb ahmad fuad, masnizah mohd.  (2024).  guna ‘banker’ raih kepercayaan orang ramai.  - kosmo.