Ali A. Ghorbani

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 128

Top Venues

PST

IEEE Internet Things J.

IEEE Access

ICCST

Publications

Priscilla Kyei Danso, Sajjad Dadkhah, Euclides Carlos Pinto Neto, Alireza Zohourian, Heather Molyneaux, Rongxing Lu, Ali A. Ghorbani
Transferability of Machine Learning Algorithm for IoT Device Profiling and Identification. IEEE Internet Things J. 11 (2) (2024)
Soheil Shirvani, Yaser Baseri, Ali A. Ghorbani
Evaluation Framework for Electric Vehicle Security Risk Assessment. IEEE Trans. Intell. Transp. Syst. 25 (1) (2024)
Xichen Zhang, Sajjad Dadkhah, Alexander Gerald Weismann, Mohammad Amin Kanaani, Ali A. Ghorbani
Multimodal Fake News Analysis Based on Image-Text Similarity. IEEE Trans. Comput. Soc. Syst. 11 (1) (2024)
Amin Mirlohi, Jalehsadat Mahdavimoghaddam, Jelena Jovanovic, Feras N. Al-Obeidat, Mehdi Khani, Ali A. Ghorbani, Ebrahim Bagheri
Social Alignment Contagion in Online Social Networks. IEEE Trans. Comput. Soc. Syst. 11 (1) (2024)
Euclides Carlos Pinto Neto, Sajjad Dadkhah, Somayeh Sadeghi, Heather Molyneaux, Ali A. Ghorbani
A review of Machine Learning (ML)-based IoT security in healthcare: A dataset perspective. Comput. Commun. 213 (2024)
Euclides Carlos Pinto Neto, Sajjad Dadkhah, Raphael Ferreira, Alireza Zohourian, Rongxing Lu, Ali A. Ghorbani
CICIoT2023: A Real-Time Dataset and Benchmark for Large-Scale Attacks in IoT Environment. Sensors 23 (13) (2023)
Rashid Hussain Khokhar, Sajjad Dadkhah, Tianhao Zhao, Xichen Zhang, Ali A. Ghorbani
UCreDiSSiT: User Credibility Measurement incorporating Domain interest, Semantics in Social interactions, and Temporal factor. PST (2023)
Hesamodin Mohammadian, Ali A. Ghorbani, Arash Habibi Lashkari
A gradient-based approach for adversarial attack on deep learning-based network intrusion detection systems. Appl. Soft Comput. 137 (2023)
Kwasi Boakye-Boateng, Ali A. Ghorbani, Arash Habibi Lashkari
Securing Substations with Trust, Risk Posture, and Multi-Agent Systems: A Comprehensive Approach. PST (2023)
Barjinder Kaur, Sajjad Dadkhah, Farzaneh Shoeleh, Euclides Carlos Pinto Neto, Pulei Xiong, Shahrear Iqbal, Philippe Lamontagne, Suprio Ray, Ali A. Ghorbani
Internet of Things (IoT) security dataset evolution: Challenges and future directions. Internet Things 22 (2023)
Hesamodin Mohammadian, Arash Habibi Lashkari, Ali A. Ghorbani
Evaluating Label Flipping Attack in Deep Learning-Based NIDS. SECRYPT (2023)
Hamideh Taslimasa, Sajjad Dadkhah, Euclides Carlos Pinto Neto, Pulei Xiong, Suprio Ray, Ali A. Ghorbani
Security issues in Internet of Vehicles (IoV): A comprehensive survey. Internet Things 22 (2023)
Priscilla Kyei Danso, Heather Molyneaux, Alireza Zohourian, Euclides Carlos Pinto Neto, Derrick Whalen, Sajjad Dadkhah, Ali A. Ghorbani
Human-Centric Machine Learning: The Role of Users in the Development of IoT Device Identification and Vulnerability Assessment. HCI (35) (2023)
Hamideh Taslimasa, Sajjad Dadkhah, Euclides Carlos Pinto Neto, Pulei Xiong, Shahrear Iqbal, Suprio Ray, Ali A. Ghorbani
ImageFed: Practical Privacy Preserving Intrusion Detection System for In-Vehicle CAN Bus Protocol. BigDataSecurity/HPSC/IDS (2023)
Yoonjib Kim, Saqib Hakak, Ali A. Ghorbani
DDoS Attack Dataset (CICEV2023) against EV Authentication in Charging Infrastructure. PST (2023)
Alireza Zohourian, Sajjad Dadkhah, Euclides Carlos Pinto Neto, Hassan Mahdikhani, Priscilla Kyei Danso, Heather Molyneaux, Ali A. Ghorbani
IoT Zigbee device security: A comprehensive review. Internet Things 22 (2023)
Xue Yang, Rongxing Lu, Jun Shao, Xiaohu Tang, Ali A. Ghorbani
Achieving Efficient Secure Deduplication With User-Defined Access Control in Cloud. IEEE Trans. Dependable Secur. Comput. 19 (1) (2022)
Sajjad Dadkhah, Hassan Mahdikhani, Priscilla Kyei Danso, Alireza Zohourian, Kevin Anh Truong, Ali A. Ghorbani
Towards the Development of a Realistic Multidimensional IoT Profiling Dataset. PST (2022)
Samaneh Mahdavifar, Dima Alhadidi, Ali A. Ghorbani
Effective and Efficient Hybrid Android Malware Classification Using Pseudo-Label Stacked Auto-Encoder. J. Netw. Syst. Manag. 30 (1) (2022)
Mohammed Aldarwbi, Ali A. Ghorbani, Arash Habibi Lashkari
QKeyShield: A Practical Receiver-Device-Independent Entanglement-Swapping-Based Quantum Key Distribution. IEEE Access 10 (2022)
Miraqa Safi, Sajjad Dadkhah, Farzaneh Shoeleh, Hassan Mahdikhani, Heather Molyneaux, Ali A. Ghorbani
A Survey on IoT Profiling, Fingerprinting, and Identification. ACM Trans. Internet Things 3 (4) (2022)
Mahdi Abrishami, Sajjad Dadkhah, Euclides Carlos Pinto Neto, Pulei Xiong, Shahrear Iqbal, Suprio Ray, Ali A. Ghorbani
Classification and Analysis of Adversarial Machine Learning Attacks in IoT: a Label Flipping Attack Case Study. FRUCT (2022)
Xichen Zhang, Mohammad Mehdi Yadollahi, Sajjad Dadkhah, Haruna Isah, Duc-Phong Le, Ali A. Ghorbani
Data breach: analysis, countermeasures and challenges. Int. J. Inf. Comput. Secur. 19 (3/4) (2022)
Duc-Phong Le, Rongxing Lu, Ali A. Ghorbani
Improved fault analysis on SIMECK ciphers. J. Cryptogr. Eng. 12 (2) (2022)
Xichen Zhang, Rongxing Lu, Jun Shao, Fengwei Wang, Hui Zhu, Ali A. Ghorbani
FedSky: An Efficient and Privacy-Preserving Scheme for Federated Mobile Crowdsensing. IEEE Internet Things J. 9 (7) (2022)
Kwasi Boakye-Boateng, Ali A. Ghorbani, Arash Habibi Lashkari
A Trust-Influenced Smart Grid: A Survey and a Proposal. J. Sens. Actuator Networks 11 (3) (2022)
Mohammed Aldarwbi, Arash Habibi Lashkari, Ali A. Ghorbani
The sound of intrusion: A novel network intrusion detection system. Comput. Electr. Eng. 104 (Part) (2022)
Mahdi Daghmehchi Firoozjaei, Nastaran Mahmoudyar, Yaser Baseri, Ali A. Ghorbani
An evaluation framework for industrial control system cyber incidents. Int. J. Crit. Infrastructure Prot. 36 (2022)
Toluwalope David Akande, Barjinder Kaur, Sajjad Dadkhah, Ali A. Ghorbani
Threshold based Technique to Detect Anomalies using Log Files. ICMLT (2022)
Xichen Zhang, Sajjad Dadkhah, Samaneh Mahdavifar, Rongxing Lu, Ali A. Ghorbani
An entity matching-based image topic verification framework for online fact-checking. Int. J. Multim. Intell. Secur. 4 (1) (2022)
Xichen Zhang, Songnian Zhang, Suprio Ray, Ali A. Ghorbani
Efficient and Privacy-preserving Worker Selection in Mobile Crowdsensing Over Tentative Future Trajectories. PST (2022)
Wajiha Shahid, Yiran Li, Dakota Staples, Gulshan Amin Gilkar, Saqib Hakak, Ali A. Ghorbani
Are You a Cyborg, Bot or Human? - A Survey on Detecting Fake News Spreaders. IEEE Access 10 (2022)
Xichen Zhang, Rongxing Lu, Songnian Zhang, Suprio Ray, Ali A. Ghorbani
Privacy-preserving Worker Selection in Mobile Crowdsensing over Spatial-temporal Constraints. ICC (2022)
Hamid Azimy, Ali A. Ghorbani, Ebrahim Bagheri
Preventing proof-of-work mining attacks. Inf. Sci. 608 (2022)
Hesamodin Mohammadian, Arash Habibi Lashkari, Ali A. Ghorbani
Evaluating Deep Learning-based NIDS in Adversarial Settings. ICISSP (2022)
Euclides Carlos Pinto Neto, Sajjad Dadkhah, Ali A. Ghorbani
Collaborative DDoS Detection in Distributed Multi-Tenant IoT using Federated Learning. PST (2022)
Miraqa Safi, Barjinder Kaur, Sajjad Dadkhah, Farzaneh Shoeleh, Arash Habibi Lashkari, Heather Molyneaux, Ali A. Ghorbani
Behavioural Monitoring and Security Profiling in the Internet of Things (IoT). HPCC/DSS/SmartCity/DependSys (2021)
Saeed Shafiee Hasanabadi, Arash Habibi Lashkari, Ali A. Ghorbani
A memory-based game-theoretic defensive approach for digital forensic investigators. Digit. Investig. 38 (2021)
Xichen Zhang, Arash Habibi Lashkari, Ali A. Ghorbani
Classifying and clustering malicious advertisement uniform resource locators using deep learning. Comput. Intell. 37 (1) (2021)
Kwasi Boakye-Boateng, Ali A. Ghorbani, Arash Habibi Lashkari
RiskISM: A Risk Assessment Tool for Substations. iSCI (2021)
Farzaneh Shoeleh, Masoud Erfani, Saeed Shafiee Hasanabadi, Duc-Phong Le, Arash Habibi Lashkari, Adam Frank, Ali A. Ghorbani
User Profiling on Universal Data Insights tool on IBM Cloud Pak for Security. PST (2021)
Xichen Zhang, Rongxing Lu, Jun Shao, Hui Zhu, Ali A. Ghorbani
Continuous Probabilistic Skyline Query for Secure Worker Selection in Mobile Crowdsensing. IEEE Internet Things J. 8 (14) (2021)
Mohammad Mehdi Yadollahi, Farzaneh Shoeleh, Sajjad Dadkhah, Ali A. Ghorbani
Robust Black-box Watermarking for Deep Neural Network using Inverse Document Frequency. DASC/PiCom/CBDCom/CyberSciTech (2021)
Mohammed Aldarwbi, Ali A. Ghorbani, Arash Habibi Lashkari
KeyShield: A Scalable and Quantum-Safe Key Management Scheme. IEEE Open J. Commun. Soc. 2 (2021)
Barjinder Kaur, Sajjad Dadkhah, Pulei Xiong, Shahrear Iqbal, Suprio Ray, Ali A. Ghorbani
Verification Based Scheme to Restrict IoT Attacks. BDCAT (2021)
Sajjad Dadkhah, Farzaneh Shoeleh, Mohammad Mehdi Yadollahi, Xichen Zhang, Ali A. Ghorbani
A real-time hostile activities analyses and detection system. Appl. Soft Comput. 104 (2021)
Kwasi Boakye-Boateng, Ali A. Ghorbani, Arash Habibi Lashkari
A Novel Trust Model In Detecting Final-Phase Attacks in Substations. PST (2021)
Abu Hena Al Muktadir, Ida S. R. Siahaan, Kwasi Boakye-Boateng, Dongyang Xu, Ali A. Ghorbani
Recommending Location for Placing Data Collector in the OPC Classic. ICPS (2021)
Mohammad Mehdi Yadollahi, Farzaneh Shoeleh, Sajjad Dadkhah, Ali A. Ghorbani
Robust Black-box Watermarking for Deep NeuralNetwork using Inverse Document Frequency. CoRR (2021)
Masoud Erfani, Farzaneh Shoeleh, Sajjad Dadkhah, Barjinder Kaur, Pulei Xiong, Shahrear Iqbal, Suprio Ray, Ali A. Ghorbani
A feature exploration approach for IoT attack type classification. DASC/PiCom/CBDCom/CyberSciTech (2021)
Hamid Azimy, Ali A. Ghorbani
Alternative Difficulty Adjustment Algorithms for Preventing Selfish Mining Attack. ICBC (2021)
Xue Yang, Rongxing Lu, Jun Shao, Xiaohu Tang, Ali A. Ghorbani
Achieving Efficient and Privacy-Preserving Multi-Domain Big Data Deduplication in Cloud. IEEE Trans. Serv. Comput. 14 (5) (2021)
Kwasi Boakye-Boateng, Ida S. R. Siahaan, Abu Hena Al Muktadir, Dongyang Xu, Ali A. Ghorbani
Sniffing Serial-Based Substation Devices: A Complement to Security-Centric Data Collection. ISGT-Europe (2021)
Mohammad Mehdi Yadollahi, Arash Habibi Lashkari, Ali A. Ghorbani
Towards Query-efficient Black-box Adversarial Attack on Text Classification Models. PST (2021)
Hassan Mahdikhani, Rongxing Lu, Jun Shao, Ali A. Ghorbani
Using Reduced Paths to Achieve Efficient Privacy-Preserving Range Query in Fog-Based IoT. IEEE Internet Things J. 8 (6) (2021)
Seyed Amin Mirlohi Falavarjani, Jelena Jovanovic, Hossein Fani, Ali A. Ghorbani, Zeinab Noorian, Ebrahim Bagheri
On the causal relation between real world activities and emotional expressions of social media users. J. Assoc. Inf. Sci. Technol. 72 (6) (2021)
Xichen Zhang, Rongxing Lu, Suprio Ray, Jun Shao, Ali A. Ghorbani
Spatio-Temporal Similarity based Privacy-Preserving Worker Selection in Mobile Crowdsensing. GLOBECOM (2021)
Samaneh Mahdavifar, Ali A. Ghorbani
DeNNeS: deep embedded neural network expert system for detecting cyber attacks. Neural Comput. Appl. 32 (18) (2020)
Hassan Mahdikhani, Rongxing Lu, Yandong Zheng, Jun Shao, Ali A. Ghorbani
Achieving O(log³n) Communication-Efficient Privacy-Preserving Range Query in Fog-Based IoT. IEEE Internet Things J. 7 (6) (2020)
Samaneh Mahdavifar, Andi Fitriah Abdul Kadir, Rasool Fatemi, Dima Alhadidi, Ali A. Ghorbani
Dynamic Android Malware Category Classification using Semi-Supervised Deep Learning. DASC/PiCom/CBDCom/CyberSciTech (2020)
Farzaneh Shoeleh, Masoud Erfani, Duc-Phong Le, Ali A. Ghorbani
Ensemble of Hierarchical Temporal Memory for Anomaly Detection. DSAA (2020)
Shubhangi Upadhyay, Ali A. Ghorbani
Feature Extraction Approach to Unearth Domain Generating Algorithms (DGAs). DASC/PiCom/CBDCom/CyberSciTech (2020)
Mehrgan Khoshpasand, Ali A. Ghorbani
On The Generation of Unrestricted Adversarial Examples. DSN Workshops (2020)
Saeed Shafiee Hasanabadi, Arash Habibi Lashkari, Ali A. Ghorbani
A survey and research challenges of anti-forensics: Evaluation of game-theoretic models in simulation of forensic agents' behaviour. Digit. Investig. 35 (2020)
Hassan Mahdikhani, Rongxing Lu, Yandong Zheng, Ali A. Ghorbani
Achieving Efficient and Privacy-Preserving Range Query in Fog-enhanced IoT with Bloom Filter. ICC (2020)
Mahdi Daghmehchi Firoozjaei, Rongxing Lu, Ali A. Ghorbani
An evaluation framework for privacy-preserving solutions applicable for blockchain-based internet-of-things platforms. Secur. Priv. 3 (6) (2020)
Xichen Zhang, Rongxing Lu, Jun Shao, Hui Zhu, Ali A. Ghorbani
Secure and Efficient Probabilistic Skyline Computation for Worker Selection in MCS. IEEE Internet Things J. 7 (12) (2020)
Duc-Phong Le, Ali A. Ghorbani
Memory-Efficient Random Order Exponentiation Algorithm. IEEE Access 8 (2020)
Mahdi Daghmehchi Firoozjaei, Ali A. Ghorbani, Hyoungshick Kim, JaeSeung Song
Hy-Bridge: A Hybrid Blockchain for Privacy-Preserving and Trustful Energy Transactions in Internet-of-Things Platforms. Sensors 20 (3) (2020)
Xichen Zhang, Ali A. Ghorbani
An overview of online fake news: Characterization, detection, and discussion. Inf. Process. Manag. 57 (2) (2020)
Duc-Phong Le, Rongxing Lu, Ali A. Ghorbani
Improved Fault Analysis on SIMECK Ciphers. IACR Cryptol. ePrint Arch. 2020 (2020)
Duc-Phong Le, Rongxing Lu, Ali A. Ghorbani
Improved Fault Analysis on SIMECK Ciphers. CoRR (2020)
Masoud Erfani, Farzaneh Shoeleh, Ali A. Ghorbani
Financial Fraud Detection using Deep Support Vector Data Description. IEEE BigData (2020)
Saeed Shafiee Hasanabadi, Arash Habibi Lashkari, Ali A. Ghorbani
A game-theoretic defensive approach for forensic investigators against rootkits. Digit. Investig. 33 (2020)
Duc-Phong Le, Guomin Yang, Ali A. Ghorbani
A New Multisignature Scheme with Public Key Aggregation for Blockchain. PST (2019)
Nasim Maleki, Ali A. Ghorbani
Generating Phishing Emails Using Graph Database. ISPEC (2019)
Hamid Azimy, Ali A. Ghorbani
Competitive Selfish Mining. PST (2019)
Fatemeh Lashkari, Ebrahim Bagheri, Ali A. Ghorbani
Neural embedding-based indices for semantic search. Inf. Process. Manag. 56 (3) (2019)
Seyed Amin Mirlohi Falavarjani, Fattane Zarrinkalam, Jelena Jovanovic, Ebrahim Bagheri, Ali A. Ghorbani
The reflection of offline activities on users' online social behavior: An observational study. Inf. Process. Manag. 56 (6) (2019)
Duc-Phong Le, Guomin Yang, Ali A. Ghorbani
DDH-based Multisignatures with Public Key Aggregation. IACR Cryptol. ePrint Arch. 2019 (2019)
Beibei Li, Rongxing Lu, Gaoxi Xiao, Haiyong Bao, Ali A. Ghorbani
Towards insider threats detection in smart grid communication systems. IET Commun. 13 (12) (2019)
Arash Habibi Lashkari, Min Chen, Ali A. Ghorbani
A Survey on User Profiling Model forAnomaly Detection in Cyberspace. J. Cyber Secur. Mobil. 8 (1) (2019)
Xichen Zhang, Rongxing Lu, Jun Shao, Hui Zhu, Ali A. Ghorbani
Achieve Secure and Efficient Skyline Computation for Worker Selection in Mobile Crowdsensing. WCSP (2019)
Iman Sharafaldin, Arash Habibi Lashkari, Saqib Hakak, Ali A. Ghorbani
Developing Realistic Distributed Denial of Service (DDoS) Attack Dataset and Taxonomy. ICCST (2019)
Hassan Mahdikhani, Samaneh Mahdavifar, Rongxing Lu, Hui Zhu, Ali A. Ghorbani
Achieving Privacy-Preserving Subset Aggregation in Fog-Enhanced IoT. IEEE Access 7 (2019)
Samaneh Mahdavifar, Ali A. Ghorbani
Application of deep learning to cybersecurity: A survey. Neurocomputing 347 (2019)
Seyed Amin Mirlohi Falavarjani, Ebrahim Bagheri, Ssu Yu Zoe Chou, Jelena Jovanovic, Ali A. Ghorbani
On the causal relation between users' real-world activities and their affective processes. ASONAM (2019)
Iman Sharafaldin, Arash Habibi Lashkari, Ali A. Ghorbani
An evaluation framework for network security visualizations. Comput. Secur. 84 (2019)
Mahdi Daghmehchi Firoozjaei, Ali A. Ghorbani, Hyoungshick Kim, Jaeseung Song
EVChain: A Blockchain-based Credit Sharing in Electric Vehicles Charging. PST (2019)
Shlomi Linoy, Hassan Mahdikhani, Suprio Ray, Rongxing Lu, Natalia Stakhanova, Ali A. Ghorbani
Scalable Privacy-Preserving Query Processing over Ethereum Blockchain. Blockchain (2019)
Iman Sharafaldin, Arash Habibi Lashkari, Ali A. Ghorbani
A Detailed Analysis of the CICIDS2017 Data Set. ICISSP (Revised Selected Papers) (2018)
Iman Sharafaldin, Ali A. Ghorbani
EagleEye: A Novel Visual Anomaly Detection Method. PST (2018)
Mohammad Saiful Islam Mamun, Ali A. Ghorbani, Atsuko Miyaji, Uyen Trang Nguyen
SupAUTH: A new approach to supply chain authentication for the IoT. Comput. Intell. 34 (2) (2018)
Wei Guo, Jun Shao, Rongxing Lu, Yi-Ning Liu, Ali A. Ghorbani
A Privacy-Preserving Online Medical Prediagnosis Scheme for Cloud Environment. IEEE Access 6 (2018)
Iman Sharafaldin, Arash Habibi Lashkari, Ali A. Ghorbani
Toward Generating a New Intrusion Detection Dataset and Intrusion Traffic Characterization. ICISSP (2018)
Beibei Li, Rongxing Lu, Gaoxi Xiao, Zhou Su, Ali A. Ghorbani
PAMA: A Proactive Approach to Mitigate False Data Injection Attacks in Smart Grids. GLOBECOM (2018)
Hugo Gonzalez, Natalia Stakhanova, Ali A. Ghorbani
Authorship Attribution of Android Apps. CODASPY (2018)
Saeed Shafiee Hasanabadi, Arash Habibi Lashkari, Ali A. Ghorbani
The Next Generation of Robust Linux Memory Acquisition Technique via Sequential Memory Dumps at Designated Time Intervals. ICCST (2018)
Arash Habibi Lashkari, Andi Fitriah Abdul Kadir, Laya Taheri, Ali A. Ghorbani
Toward Developing a Systematic Approach to Generate Benchmark Android Malware Datasets and Classification. ICCST (2018)
Mohammad Saiful Islam Mamun, Chunhua Su, Anjia Yang, Atsuko Miyaji, Ali A. Ghorbani
OTP-IoT: An ownership transfer protocol for the Internet of Things. J. Inf. Secur. Appl. 43 (2018)

Ali A. Ghorbani.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Ali A. Ghorbani