Shahrear Iqbal

49 papers A* 1B 3C 7Misc 2Journal 20Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Improving Methodologies for Agentic Evaluations Across Domains: Leakage of Sensitive Information, Fraud and Cybersecurity Threats. CoRR 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
2026	J	`jnl`	ROAST: Risk-aware Outlier-exposure for Adversarial Selective Training of Anomaly Detectors Against Evasion Attacks. CoRR Mohammed Elnawawy, Gargi Mitra, Shahrear Iqbal, Karthik Pattabiraman
2025	J	`jnl`	An exploratory study on domain knowledge infusion in deep learning for automated threat defense. Int. J. Inf. Sec. Sourena Khanzadeh, Euclides Carlos Pinto Neto, Shahrear Iqbal, Manar H. Alalfi, Scott Buffett
2025	B	`conf`	CSA-SACS: A Framework for Comparative Security Assessment in Smart Aging Care Systems. COMPSAC Nilesh Chakraborty, Shahrear Iqbal, Mohammad Zulkernine
2025	C	`conf`	CloudAPT: A Provenance-Based Dataset for Evaluating APT Countermeasures in Cloud Environments. ISNCC Md Ariful Haque, Euclides Carlos Pinto Neto, Thomas Pasquier, Shahrear Iqbal
2025	J	`jnl`	Correction: An exploratory study on domain knowledge infusion in deep learning for automated threat defense. Int. J. Inf. Sec. Sourena Khanzadeh, Euclides Carlos Pinto Neto, Shahrear Iqbal, Manar H. Alalfi, Scott Buffett
2025	C	`conf`	Cyber Threat Mitigation with Knowledge-Infused Reinforcement Learning and LLM-Guided Policies. PST Md. Shamim Towhid, Shahrear Iqbal, Euclides Carlos Pinto Neto, Nashid Shahriar, Scott Buffett, Madeena Sultana, Adrian Taylor
2025	J	`jnl`	Deep learning for intrusion detection in emerging technologies: a comprehensive survey and new perspectives. Artif. Intell. Rev. Euclides Carlos Pinto Neto, Shahrear Iqbal, Scott Buffett, Madeena Sultana, Adrian Taylor
2025	C	`conf`	Integrating Auxiliary Knowledge into Machine Learning to Improve the Detection of Cyberattacks. ISNCC Shahrear Iqbal, Sourena Khanzadeh, Euclides Carlos Pinto Neto, Scott Buffett, Madeena Sultana, Adrian Taylor
2025	B	`conf`	LIDIT: Low-Latency Intrusion Detection in IoMT Devices using TinyML. GLOBECOM Shaila Tajmim Anuva, Shahrear Iqbal, Mohammad Zulkernine
2025	—	`conf`	Learning from the Good Ones: Risk Profiling-Based Defenses Against Evasion Attacks on DNNs. DSN-W Mohammed Elnawawy, Gargi Mitra, Shahrear Iqbal, Karthik Pattabiraman
2025	J	`jnl`	Learning from the Good Ones: Risk Profiling-Based Defenses Against Evasion Attacks on DNNs. CoRR Mohammed Elnawawy, Gargi Mitra, Shahrear Iqbal, Karthik Pattabiraman
2025	A*	`conf`	ORTHRUS: Achieving High Quality of Attribution in Provenance-based Intrusion Detection Systems. USENIX Security Symposium Baoxiang Jiang, Tristan Bilot, Nour El Madhoun, Khaldoun Al Agha, Anis Zouaoui, Shahrear Iqbal, Xueyuan Han, Thomas Pasquier
2025	J	`jnl`	Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices. CoRR Gargi Mitra, Mohammadreza Hallajiyan, Inji Kim, Athish Pranav Dharmalingam, Mohammed Elnawawy, Shahrear Iqbal, Karthik Pattabiraman, Homa Alemzadeh
2024	J	`jnl`	Beyond Smart Homes: An In-Depth Analysis of Smart Aging Care System Security. ACM Comput. Surv. Youssef Yamout, Tashaffi Samin Yeasar, Shahrear Iqbal, Mohammad Zulkernine
2024	C	`conf`	Building Secure Software for Smart Aging Care Systems: An Agile Approach. QRS Nilesh Chakraborty, Shahrear Iqbal, Mohammad Zulkernine
2024	J	`jnl`	CICAPT-IIOT: A provenance-based APT attack dataset for IIoT environment. CoRR Erfan Ghiasvand, Suprio Ray, Shahrear Iqbal, Sajjad Dadkhah, Ali A. Ghorbani
2024	J	`jnl`	CICIoV2024: Advancing realistic IDS approaches against DoS and spoofing attack in IoV CAN bus. Internet Things Euclides Carlos Pinto Neto, Hamideh Taslimasa, Sajjad Dadkhah, Shahrear Iqbal, Pulei Xiong, Taufiq Rahman, Ali A. Ghorbani
2024	—	`conf`	Gait-based Authentication in Smart Aging Care Systems. CCECE Youssef Yamout, Shahrear Iqbal, Nilesh Chakraborty, Mohammad Zulkernine
2024	—	`conf`	Gait4Auth: Enhancing Identification and Security in Gait-Based Authentication. SecureComm (4) Youssef Yamout, Shahrear Iqbal, Nilesh Chakraborty, Mohammad Zulkernine
2024	J	`jnl`	MEGR-APT: A Memory-Efficient APT Hunting System Based on Attack Representation Learning. IEEE Trans. Inf. Forensics Secur. Ahmed Aly, Shahrear Iqbal, Amr M. Youssef, Essam Mansour
2024	—	`conf`	Pulse-to-Pair: Heartbeat-Based Authentication of IoT Devices for Elderly Care. SecureComm (4) Tashaffi Samin Yeasar, Shahrear Iqbal, Mohammad Zulkernine
2024	C	`conf`	Resilience Against APTs: A Provenance-Based IIoT Dataset for Cybersecurity Research. MobiQuitous Erfan Ghiasvand, Suprio Ray, Shahrear Iqbal, Sajjad Dadkhah, Ali A. Ghorbani
2024	—	`conf`	SAM: Foreseeing Inference-Time False Data Injection Attacks on ML-enabled Medical Devices. HealthSec@CCS Mohammadreza Hallajiyan, Athish Pranav Dharmalingam, Gargi Mitra, Homa Alemzadeh, Shahrear Iqbal, Karthik Pattabiraman
2024	B	`conf`	Systematically Assessing the Security Risks of AI/ML-enabled Connected Healthcare Systems. CHASE Mohammed Elnawawy, Mohammadreza Hallajiyan, Gargi Mitra, Shahrear Iqbal, Karthik Pattabiraman
2024	J	`jnl`	Systematically Assessing the Security Risks of AI/ML-enabled Connected Healthcare Systems. CoRR Mohammed Elnawawy, Mohammadreza Hallajiyan, Gargi Mitra, Shahrear Iqbal, Karthik Pattabiraman
2023	—	`conf`	ImageFed: Practical Privacy Preserving Intrusion Detection System for In-Vehicle CAN Bus Protocol. BigDataSecurity/HPSC/IDS Hamideh Taslimasa, Sajjad Dadkhah, Euclides Carlos Pinto Neto, Pulei Xiong, Shahrear Iqbal, Suprio Ray, Ali A. Ghorbani
2023	J	`jnl`	Internet of Things (IoT) security dataset evolution: Challenges and future directions. Internet Things Barjinder Kaur, Sajjad Dadkhah, Farzaneh Shoeleh, Euclides Carlos Pinto Neto, Pulei Xiong, Shahrear Iqbal, Philippe Lamontagne, Suprio Ray, Ali A. Ghorbani
2023	J	`jnl`	IoT malware: An attribute-based taxonomy, detection mechanisms and challenges. Peer Peer Netw. Appl. Princy Victor, Arash Habibi Lashkari, Rongxing Lu, Tinshu Sasi, Pulei Xiong, Shahrear Iqbal
2023	J	`jnl`	LogShield: A Transformer-based APT Detection System Leveraging Self-Attention. CoRR Sihat Afnan, Mushtari Sadia, Shahrear Iqbal, Anindya Iqbal
2023	—	`conf`	Risk Assessment in Smart Aging Care Systems: An Elderly-Centered Perspective. ICDH Nilesh Chakraborty, Shahrear Iqbal, Mohammad Zulkernine
2022	Misc	`conf`	ANUBIS: a provenance graph-based framework for advanced persistent threat detection. SAC Md. Monowar Anjum, Shahrear Iqbal, Benoit Hamelin
2022	Misc	`conf`	Classification and Analysis of Adversarial Machine Learning Attacks in IoT: a Label Flipping Attack Case Study. FRUCT Mahdi Abrishami, Sajjad Dadkhah, Euclides Carlos Pinto Neto, Pulei Xiong, Shahrear Iqbal, Suprio Ray, Ali A. Ghorbani
2022	J	`jnl`	Towards a robust and trustworthy machine learning system development: An engineering perspective. J. Inf. Secur. Appl. Pulei Xiong, Scott Buffett, Shahrear Iqbal, Philippe Lamontagne, Mohammad Saiful Islam Mamun, Heather Molyneaux
2021	—	`conf`	A Framework for Secure Logging in Precision Healthcare Cloud-based Services. ICDH Parisa Moghaddam, Shahrear Iqbal, Issa Traoré
2021	—	`conf`	A Study on UAV Operating System Security and Future Research Challenges. CCWC Shahrear Iqbal
2021	—	`conf`	A feature exploration approach for IoT attack type classification. DASC/PiCom/CBDCom/CyberSciTech Masoud Erfani, Farzaneh Shoeleh, Sajjad Dadkhah, Barjinder Kaur, Pulei Xiong, Shahrear Iqbal, Suprio Ray, Ali A. Ghorbani
2021	J	`jnl`	ANUBIS: A Provenance Graph-Based Framework for Advanced Persistent Threat Detection. CoRR Md. Monowar Anjum, Shahrear Iqbal, Benoit Hamelin
2021	C	`conf`	Analyzing the Usefulness of the DARPA OpTC Dataset in Cyber Threat Detection Research. SACMAT Md. Monowar Anjum, Shahrear Iqbal, Benoit Hamelin
2021	J	`jnl`	Analyzing the Usefulness of the DARPA OpTC Dataset in Cyber Threat Detection Research. CoRR Md. Monowar Anjum, Shahrear Iqbal, Benoit Hamelin
2021	J	`jnl`	Towards a Robust and Trustworthy Machine Learning System Development. CoRR Pulei Xiong, Scott Buffett, Shahrear Iqbal, Philippe Lamontagne, Mohammad Saiful Islam Mamun, Heather Molyneaux
2021	C	`conf`	Verification Based Scheme to Restrict IoT Attacks. BDCAT Barjinder Kaur, Sajjad Dadkhah, Pulei Xiong, Shahrear Iqbal, Suprio Ray, Ali A. Ghorbani
2020	J	`jnl`	A classification of attacks to In-Vehicle Components (IVCs). Veh. Commun. Joey Sun, Shahrear Iqbal, Najmeh Seifollahpour Arabi, Mohammad Zulkernine
2019	—	`conf`	Securing Vehicle ECU Communications and Stored Data. ICC Md Swawibe Ul Alam, Shahrear Iqbal, Mohammad Zulkernine, Clifford Liem
2019	—	`conf`	Towards a Security Architecture for Protecting Connected Vehicles from Malware. VTC Spring Shahrear Iqbal, Anwar Haque, Mohammad Zulkernine
2018	—	`conf`	An Adaptive Dataset for the Evaluation of Android Malware Detection Techniques. ICSSA Omar Hreirati, Shahrear Iqbal, Mohammad Zulkernine
2018	—	`conf`	Securing Web Applications with Secure Coding Practices and Integrity Verification. DASC/PiCom/DataCom/CyberSciTech Arafa Anis, Mohammad Zulkernine, Shahrear Iqbal, Clifford Liem, Catherine Chambers
2018	—	`conf`	SpyDroid: A Framework for Employing Multiple Real-Time Malware Detectors on Android. MALWARE Shahrear Iqbal, Mohammad Zulkernine
2010	—	`conf`	Solving the Multi-dimensional Multi-choice Knapsack Problem with the Help of Ants. ANTS Conference Shahrear Iqbal, Md. Faizul Bari, M. Sohel Rahman