Shahrear Iqbal

According to our database, Shahrear Iqbal authored at least 53 papers between 2010 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

SAMD: A Tool for Identifying False Data Injection Scenarios in AI/ML-enabled Medical Devices.

Mohammadreza Hallajiyan, Xueren Ge, Athish Pranav Dharmalingam, Gargi Mitra, Shahrear Iqbal, Homa Alemzadeh, Karthik Pattabiraman

CoRR, May, 2026

ROAST: Risk-aware Outlier-exposure for Adversarial Selective Training of Anomaly Detectors Against Evasion Attacks.

Mohammed Elnawawy, Gargi Mitra, Shahrear Iqbal, Karthik Pattabiraman

CoRR, March, 2026

Improving Methodologies for Agentic Evaluations Across Domains: Leakage of Sensitive Information, Fraud and Cybersecurity Threats.

Ee Wei Seah, Yongsen Zheng, Naga Nikshith, Mahran Morsidi, Gabriel Waikin Loh Matienzo, Nigel Gay, Akriti Vij, Benjamin Chua, En Qi Ng, Sharmini Johnson, Vanessa Wilfred, Wan Sie Lee, Anna Davidson, Catherine Devine, Erin Zorer, Gareth Holvey, Harry Coppock, James Walpole, Jerome Wynee, Magda Dubois, Michael Schmatz, Patrick Keane, Sam Deverett, Bill Black, Bo Yan, Bushra Sabir, Frank Sun, Hao Zhang, Harriet Farlow, Helen Zhou, Lingming Dong, Qinghua Lu, Seung Jang, Sharif Abuadbba, Simon O'Callaghan, Suyu Ma, Tom Howroyd, Cyrus Fung, Fatemeh Azadi, Isar Nejadgholi, Krishnapriya Vishnubhotla, Pulei Xiong, Saeedeh Lohrasbi, Scott Buffett, Shahrear Iqbal, Sowmya Vajjala, Anna Safont-Andreu, Luca Massarelli, Oskar van der Wal, Simon Möller, Agnès Delaborde, Joris Duguépéroux, Nicolas Rolin, Romane Gallienne, Sarah Behanzin, Tom Seimandi, Akiko Murakami, Takayuki Semitsu, Teresa Tsukiji, Angela Kinuthia, Michael Michie, Stephanie Kasaon, Jean Wangari, Hankyul Baek, Jaewon Noh, Kihyuk Nam, Sang Seo, Sungpil Shin, Taewhi Lee, Yongsu Kim

CoRR, January, 2026

2025

Deep learning for intrusion detection in emerging technologies: a comprehensive survey and new perspectives.

Euclides Carlos Pinto Neto, Shahrear Iqbal, Scott Buffett, Madeena Sultana, Adrian Taylor

Artif. Intell. Rev., October, 2025

Correction: An exploratory study on domain knowledge infusion in deep learning for automated threat defense.

Sourena Khanzadeh, Euclides Carlos Pinto Neto, Shahrear Iqbal, Manar H. Alalfi, Scott Buffett

Int. J. Inf. Sec., June, 2025

Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices.

Gargi Mitra, Mohammadreza Hallajiyan, Inji Kim, Athish Pranav Dharmalingam, Mohammed Elnawawy, Shahrear Iqbal, Karthik Pattabiraman, Homa Alemzadeh

CoRR, June, 2025

An exploratory study on domain knowledge infusion in deep learning for automated threat defense.

Sourena Khanzadeh, Euclides Carlos Pinto Neto, Shahrear Iqbal, Manar H. Alalfi, Scott Buffett

Int. J. Inf. Sec., February, 2025

ORTHRUS: Achieving High Quality of Attribution in Provenance-based Intrusion Detection Systems.

Baoxiang Jiang, Tristan Bilot, Nour El Madhoun, Khaldoun Al Agha, Anis Zouaoui, Shahrear Iqbal, Xueyuan Han, Thomas Pasquier

Proceedings of the 34th USENIX Security Symposium, 2025

Cyber Threat Mitigation with Knowledge-Infused Reinforcement Learning and LLM-Guided Policies.

Md. Shamim Towhid, Shahrear Iqbal, Euclides Carlos Pinto Neto, Nashid Shahriar, Scott Buffett, Madeena Sultana, Adrian Taylor

Proceedings of the 22nd Annual International Conference on Privacy, Security, and Trust, 2025

Integrating Auxiliary Knowledge into Machine Learning to Improve the Detection of Cyberattacks.

Shahrear Iqbal, Sourena Khanzadeh, Euclides Carlos Pinto Neto, Scott Buffett, Madeena Sultana, Adrian Taylor

Proceedings of the International Symposium on Networks, Computers and Communications, 2025

CloudAPT: A Provenance-Based Dataset for Evaluating APT Countermeasures in Cloud Environments.

Md Ariful Haque, Euclides Carlos Pinto Neto, Thomas Pasquier, Shahrear Iqbal

Proceedings of the International Symposium on Networks, Computers and Communications, 2025

LIDIT: Low-Latency Intrusion Detection in IoMT Devices using TinyML.

Shaila Tajmim Anuva, Shahrear Iqbal, Mohammad Zulkernine

Proceedings of the 2025 IEEE Global Communications Conference, 2025

Learning from the Good Ones: Risk Profiling-Based Defenses Against Evasion Attacks on DNNs.

Mohammed Elnawawy, Gargi Mitra, Shahrear Iqbal, Karthik Pattabiraman

Proceedings of the 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2025

CSA-SACS: A Framework for Comparative Security Assessment in Smart Aging Care Systems.

Nilesh Chakraborty, Shahrear Iqbal, Mohammad Zulkernine

Proceedings of the 49th IEEE Annual Computers, Software, and Applications Conference, 2025

2024

Beyond Smart Homes: An In-Depth Analysis of Smart Aging Care System Security.

Youssef Yamout, Tashaffi Samin Yeasar, Shahrear Iqbal, Mohammad Zulkernine

ACM Comput. Surv., February, 2024

MEGR-APT: A Memory-Efficient APT Hunting System Based on Attack Representation Learning.

Ahmed Aly, Shahrear Iqbal, Amr M. Youssef, Essam Mansour

IEEE Trans. Inf. Forensics Secur., 2024

CICIoV2024: Advancing realistic IDS approaches against DoS and spoofing attack in IoV CAN bus.

Euclides Carlos Pinto Neto, Hamideh Taslimasa, Sajjad Dadkhah, Shahrear Iqbal, Pulei Xiong, Taufiq Rahman, Ali A. Ghorbani

Internet Things, 2024

CICAPT-IIOT: A provenance-based APT attack dataset for IIoT environment.

Erfan Ghiasvand, Suprio Ray, Shahrear Iqbal, Sajjad Dadkhah, Ali A. Ghorbani

CoRR, 2024

Pulse-to-Pair: Heartbeat-Based Authentication of IoT Devices for Elderly Care.

Tashaffi Samin Yeasar, Shahrear Iqbal, Mohammad Zulkernine

Proceedings of the Security and Privacy in Communication Networks, 2024

Gait4Auth: Enhancing Identification and Security in Gait-Based Authentication.

Youssef Yamout, Shahrear Iqbal, Nilesh Chakraborty, Mohammad Zulkernine

Proceedings of the Security and Privacy in Communication Networks, 2024

Building Secure Software for Smart Aging Care Systems: An Agile Approach.

Nilesh Chakraborty, Shahrear Iqbal, Mohammad Zulkernine

Proceedings of the 24th IEEE International Conference on Software Quality, 2024

Resilience Against APTs: A Provenance-Based IIoT Dataset for Cybersecurity Research.

Erfan Ghiasvand, Suprio Ray, Shahrear Iqbal, Sajjad Dadkhah, Ali A. Ghorbani

Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking and Services, 2024

SAM: Foreseeing Inference-Time False Data Injection Attacks on ML-enabled Medical Devices.

Mohammadreza Hallajiyan, Athish Pranav Dharmalingam, Gargi Mitra, Homa Alemzadeh, Shahrear Iqbal, Karthik Pattabiraman

Proceedings of the 2024 Workshop on Cybersecurity in Healthcare, 2024

Systematically Assessing the Security Risks of AI/ML-enabled Connected Healthcare Systems.

Mohammed Elnawawy, Mohammadreza Hallajiyan, Gargi Mitra, Shahrear Iqbal, Karthik Pattabiraman

Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2024

Gait-based Authentication in Smart Aging Care Systems.

Youssef Yamout, Shahrear Iqbal, Nilesh Chakraborty, Mohammad Zulkernine

Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2024

2023

Internet of Things (IoT) security dataset evolution: Challenges and future directions.

Barjinder Kaur, Sajjad Dadkhah, Farzaneh Shoeleh, Euclides Carlos Pinto Neto, Pulei Xiong, Shahrear Iqbal, Philippe Lamontagne, Suprio Ray, Ali A. Ghorbani

Internet Things, July, 2023

IoT malware: An attribute-based taxonomy, detection mechanisms and challenges.

Princy Victor, Arash Habibi Lashkari, Rongxing Lu, Tinshu Sasi, Pulei Xiong, Shahrear Iqbal

Peer Peer Netw. Appl., May, 2023

LogShield: A Transformer-based APT Detection System Leveraging Self-Attention.

Sihat Afnan, Mushtari Sadia, Shahrear Iqbal, Anindya Iqbal

CoRR, 2023

Risk Assessment in Smart Aging Care Systems: An Elderly-Centered Perspective.

Nilesh Chakraborty, Shahrear Iqbal, Mohammad Zulkernine

Proceedings of the IEEE International Conference on Digital Health, 2023

ImageFed: Practical Privacy Preserving Intrusion Detection System for In-Vehicle CAN Bus Protocol.

Hamideh Taslimasa, Sajjad Dadkhah, Euclides Carlos Pinto Neto, Pulei Xiong, Shahrear Iqbal, Suprio Ray, Ali A. Ghorbani

Proceedings of the 9th Intl Conference on Big Data Security on Cloud, 2023

2022

Towards a robust and trustworthy machine learning system development: An engineering perspective.

Pulei Xiong, Scott Buffett, Shahrear Iqbal, Philippe Lamontagne, Mohammad Saiful Islam Mamun, Heather Molyneaux

J. Inf. Secur. Appl., 2022

ANUBIS: a provenance graph-based framework for advanced persistent threat detection.

Md. Monowar Anjum, Shahrear Iqbal, Benoit Hamelin

Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

Classification and Analysis of Adversarial Machine Learning Attacks in IoT: a Label Flipping Attack Case Study.

Mahdi Abrishami, Sajjad Dadkhah, Euclides Carlos Pinto Neto, Pulei Xiong, Shahrear Iqbal, Suprio Ray, Ali A. Ghorbani

Proceedings of the 32nd Conference of Open Innovations Association, 2022

2021

Towards a Robust and Trustworthy Machine Learning System Development.

Pulei Xiong, Scott Buffett, Shahrear Iqbal, Philippe Lamontagne, Mohammad Saiful Islam Mamun, Heather Molyneaux

CoRR, 2021

Analyzing the Usefulness of the DARPA OpTC Dataset in Cyber Threat Detection Research.

Md. Monowar Anjum, Shahrear Iqbal, Benoit Hamelin

Proceedings of the SACMAT '21: The 26th ACM Symposium on Access Control Models and Technologies, 2021

A Framework for Secure Logging in Precision Healthcare Cloud-based Services.

Parisa Moghaddam, Shahrear Iqbal, Issa Traoré

Proceedings of the IEEE International Conference on Digital Health, 2021

A feature exploration approach for IoT attack type classification.

Masoud Erfani, Farzaneh Shoeleh, Sajjad Dadkhah, Barjinder Kaur, Pulei Xiong, Shahrear Iqbal, Suprio Ray, Ali A. Ghorbani

Proceedings of the IEEE Intl Conf on Dependable, 2021

A Study on UAV Operating System Security and Future Research Challenges.

Shahrear Iqbal

Proceedings of the 11th IEEE Annual Computing and Communication Workshop and Conference, 2021

Verification Based Scheme to Restrict IoT Attacks.

Barjinder Kaur, Sajjad Dadkhah, Pulei Xiong, Shahrear Iqbal, Suprio Ray, Ali A. Ghorbani

Proceedings of the BDCAT '21: 2021 IEEE/ACM 8th International Conference on Big Data Computing, Applications and Technologies, Leicester, United Kingdom, December 6, 2021

2020

A classification of attacks to In-Vehicle Components (IVCs).

Joey Sun, Shahrear Iqbal, Najmeh Seifollahpour Arabi, Mohammad Zulkernine

Veh. Commun., 2020

2019

Towards a Security Architecture for Protecting Connected Vehicles from Malware.

Shahrear Iqbal, Anwar Haque, Mohammad Zulkernine

Proceedings of the 89th IEEE Vehicular Technology Conference, 2019

Securing Vehicle ECU Communications and Stored Data.

Md Swawibe Ul Alam, Shahrear Iqbal, Mohammad Zulkernine, Clifford Liem

Proceedings of the 2019 IEEE International Conference on Communications, 2019

2018

Protecting Internet users from becoming victimized attackers of click-fraud.

Md. Shahrear Iqbal, Mohammad Zulkernine, Fehmi Jaafar, Yuan Gu

J. Softw. Evol. Process., 2018

SpyDroid: A Framework for Employing Multiple Real-Time Malware Detectors on Android.

Shahrear Iqbal, Mohammad Zulkernine

Proceedings of the 13th International Conference on Malicious and Unwanted Software, 2018

An Adaptive Dataset for the Evaluation of Android Malware Detection Techniques.

Omar Hreirati, Shahrear Iqbal, Mohammad Zulkernine

Proceedings of the International Conference on Software Security and Assurance, 2018

Securing Web Applications with Secure Coding Practices and Integrity Verification.

Arafa Anis, Mohammad Zulkernine, Shahrear Iqbal, Clifford Liem, Catherine Chambers

Proceedings of the 2018 IEEE 16th Intl Conf on Dependable, 2018

2017

Towards A Security Framework for Smartphone Operating Systems.

Md. Shahrear Iqbal

PhD thesis, 2017

Flamingo: a framework for smartphone security context management.

Md. Shahrear Iqbal, Mohammad Zulkernine

Proceedings of the Symposium on Applied Computing, 2017

Droid Mood Swing (DMS): Automatic Security Modes Based on Contexts.

Md. Shahrear Iqbal, Mohammad Zulkernine

Proceedings of the Information Security - 20th International Conference, 2017

2016

SAM: A secure anti-malware framework for the smartphone operating systems.

Md. Shahrear Iqbal, Mohammad Zulkernine

Proceedings of the IEEE Wireless Communications and Networking Conference, 2016

Zonedroid: control your droid through application zoning.

Md. Shahrear Iqbal, Mohammad Zulkernine

Proceedings of the 11th International Conference on Malicious and Unwanted Software, 2016

FCFraud: Fighting Click-Fraud from the User Side.

Md. Shahrear Iqbal, Mohammad Zulkernine, Fehmi Jaafar, Yuan Gu

Proceedings of the 17th IEEE International Symposium on High Assurance Systems Engineering, 2016

2010

Solving the Multi-dimensional Multi-choice Knapsack Problem with the Help of Ants.

Shahrear Iqbal, Md. Faizul Bari, M. Sohel Rahman

Proceedings of the Swarm Intelligence - 7th International Conference, 2010