Mohammadreza Ebrahimi

34 papers A* 1C 9Journal 14Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Adversarially Robust Detection of Harmful Online Content: A Computational Design Science Approach. CoRR Yidong Chai, Yi Liu, Mohammadreza Ebrahimi, Weifeng Li, Balaji Padmanabhan
2024	—	`conf`	Enhancing Adversarial Robustness: A Novel Bayesian Uncertainty-Based Ensemble Learning Method. DSC Yidong Chai, Yi Liu, Mohammadreza Ebrahimi, Weifeng Li, Balaji Padmanabhan, Yuanchun Jiang, Yezheng Liu
2023	C	`conf`	Automated Deductive Content Analysis of Text: A Deep Contrastive and Active Learning Based Approach. ICIS Alysson De Oliveira Silveira, Arindam Ray, Mohammadreza Ebrahimi, Anol Bhattacherjee
2023	A*	`conf`	Evading Deep Learning-Based Malware Detectors via Obfuscation: A Deep Reinforcement Learning Approach. ICDM Brian Etter, James Lee Hu, Mohammadreza Ebrahimi, Weifeng Li, Xin Li, Hsinchun Chen
2023	—	`conf`	Evading Deep Learning-Based Malware Detectors via Obfuscation: A Deep Reinforcement Learning Approach. ICDM (Workshops) Brian Etter, James Lee Hu, Mohammadreza Ebrahimi, Weifeng Li, Xin Li, Hsinchun Chen
2023	J	`jnl`	Heterogeneous Domain Adaptation With Adversarial Neural Representation Learning: Experiments on E-Commerce and Cybersecurity. IEEE Trans. Pattern Anal. Mach. Intell. Mohammadreza Ebrahimi, Yidong Chai, Hao Helen Zhang, Hsinchun Chen
2023	—	`conf`	Robust AI-enabled Simulation of Treatment Paths with Markov Decision Process for Breast Cancer Patients. CAI Shafayet Shariar Hossain, Mohammadreza Ebrahimi, Balaji Padmanabhan, Issam El Naqa, Paul C. Kuo, Abigail Beard, Sarah Merkel
2022	—	`conf`	An Adversarial Reinforcement Learning Framework for Robust Machine Learning-based Malware Detection. ICDM (Workshops) Mohammadreza Ebrahimi, Weifeng Li, Yidong Chai, Jason Pacheco, Hsinchun Chen
2022	J	`jnl`	Counteracting Dark Web Text-Based CAPTCHA with Generative Adversarial Learning for Proactive Cyber Threat Intelligence. CoRR Ning Zhang, Mohammadreza Ebrahimi, Weifeng Li, Hsinchun Chen
2022	J	`jnl`	Counteracting Dark Web Text-Based CAPTCHA with Generative Adversarial Learning for Proactive Cyber Threat Intelligence. ACM Trans. Manag. Inf. Syst. Ning Zhang, Mohammadreza Ebrahimi, Weifeng Li, Hsinchun Chen
2022	J	`jnl`	Cross-Lingual Cybersecurity Analytics in the International Dark Web with Adversarial Deep Representation Learning. MIS Q. Mohammadreza Ebrahimi, Yidong Chai, Sagar Samtani, Hsinchun Chen
2022	—	`conf`	EW-Tune: A Framework for Privately Fine-Tuning Large Language Models with Differential Privacy. ICDM (Workshops) Rouzbeh Behnia, Mohammadreza Ebrahimi, Jason Pacheco, Balaji Padmanabhan
2022	J	`jnl`	EW-Tune: A Framework for Privately Fine-Tuning Large Language Models with Differential Privacy. CoRR Rouzbeh Behnia, Mohammadreza Ebrahimi, Jason Pacheco, Balaji Padmanabhan
2022	J	`jnl`	Heterogeneous Domain Adaptation with Adversarial Neural Representation Learning: Experiments on E-Commerce and Cybersecurity. CoRR Mohammadreza Ebrahimi, Yidong Chai, Hao Helen Zhang, Hsinchun Chen
2022	J	`jnl`	Key Factors Affecting User Adoption of Open-Access Data Repositories in Intelligence and Security Informatics: An Affordance Perspective. ACM Trans. Manag. Inf. Syst. Bo Wen, Paul Jen-Hwa Hu, Mohammadreza Ebrahimi, Hsinchun Chen
2022	—	`conf`	Multi-view Representation Learning from Malware to Defend Against Adversarial Variants. ICDM (Workshops) James Lee Hu, Mohammadreza Ebrahimi, Weifeng Li, Xin Li, Hsinchun Chen
2022	J	`jnl`	Multi-view Representation Learning from Malware to Defend Against Adversarial Variants. CoRR James Lee Hu, Mohammadreza Ebrahimi, Weifeng Li, Xin Li, Hsinchun Chen
2021	—	`—`	AI-Enabled Cybersecurity Analytics: Detecting and Defending Against Cyber Threats. Mohammadreza Ebrahimi
2021	C	`conf`	Automated PII Extraction from Social Media for Raising Privacy Awareness: A Deep Transfer Learning Approach. ISI Yizhi Liu, Fang Yu Lin, Mohammadreza Ebrahimi, Weifeng Li, Hsinchun Chen
2021	J	`jnl`	Automated PII Extraction from Social Media for Raising Privacy Awareness: A Deep Transfer Learning Approach. CoRR Yizhi Liu, Fang Yu Lin, Mohammadreza Ebrahimi, Weifeng Li, Hsinchun Chen
2021	—	`conf`	Binary Black-Box Attacks Against Static Malware Detectors with Reinforcement Learning in Discrete Action Spaces. SP (Workshops) Mohammadreza Ebrahimi, Jason Pacheco, Weifeng Li, James Lee Hu, Hsinchun Chen
2021	C	`conf`	Single-Shot Black-Box Adversarial Attacks Against Malware Detectors: A Causal Language Model Approach. ISI James Lee Hu, Mohammadreza Ebrahimi, Hsinchun Chen
2021	J	`jnl`	Single-Shot Black-Box Adversarial Attacks Against Malware Detectors: A Causal Language Model Approach. CoRR James Lee Hu, Mohammadreza Ebrahimi, Hsinchun Chen
2020	C	`conf`	A Generative Adversarial Learning Framework for Breaking Text-Based CAPTCHA in the Dark Web. ISI Ning Zhang, Mohammadreza Ebrahimi, Weifeng Li, Hsinchun Chen
2020	J	`jnl`	Binary Black-box Evasion Attacks Against Deep Learning-based Static Malware Detectors with Adversarial Byte-Level Language Model. CoRR Mohammadreza Ebrahimi, Ning Zhang, James Hu, Muhammad Taqi Raza, Hsinchun Chen
2020	—	`conf`	Detecting Cyber Threats in Non-English Hacker Forums: An Adversarial Cross-Lingual Knowledge Transfer Approach. SP (Workshops) Mohammadreza Ebrahimi, Sagar Samtani, Yidong Chai, Hsinchun Chen
2020	C	`conf`	Identifying, Collecting, and Monitoring Personally Identifiable Information: From the Dark Web to the Surface Web. ISI Yizhi Liu, Fang Yu Lin, Zara Ahmad-Post, Mohammadreza Ebrahimi, Ning Zhang, James Lee Hu, Jingyu Xin, Weifeng Li, Hsinchun Chen
2020	—	`conf`	Linking Personally Identifiable Information from the Dark Web to the Surface Web: A Deep Entity Resolution Approach. ICDM (Workshops) Fang Yu Lin, Yizhi Liu, Mohammadreza Ebrahimi, Zara Ahmad-Post, James Lee Hu, Jingyu Xin, Sagar Samtani, Weifeng Li, Hsinchun Chen
2020	J	`jnl`	Semi-Supervised Cyber Threat Identification in Dark Net Markets: A Transductive and Deep Learning Approach. J. Manag. Inf. Syst. Mohammadreza Ebrahimi, Jay F. Nunamaker Jr., Hsinchun Chen
2019	C	`conf`	Dark-Net Ecosystem Cyber-Threat Intelligence (CTI) Tool. ISI Nolan Arnold, Mohammadreza Ebrahimi, Ning Zhang, Ben Lazarine, Mark W. Patton, Hsinchun Chen, Sagar Samtani
2019	C	`conf`	Identifying High-Impact Opioid Products and Key Sellers in Dark Net Marketplaces: An Interpretable Text Analytics Approach. ISI Po-Yi Du, Mohammadreza Ebrahimi, Ning Zhang, Hsinchun Chen, Randall A. Brown, Sagar Samtani
2019	J	`jnl`	Involuntary Embarrassing Exposures in Online Social Networks: A Replication Study. AIS Trans. Replication Res. Mohammadreza Ebrahimi, J. Daniel Martinez
2018	C	`conf`	Detecting Cyber Threats in Non-English Dark Net Markets: A Cross-Lingual Transfer Learning Approach. ISI Mohammadreza Ebrahimi, Mihai Surdeanu, Sagar Samtani, Hsinchun Chen
2018	C	`conf`	Identifying, Collecting, and Presenting Hacker Community Data: Forums, IRC, Carding Shops, and DNMs. ISI Po-Yi Du, Ning Zhang, Mohammadreza Ebrahimi, Sagar Samtani, Ben Lazarine, Nolan Arnold, Rachael Dunn, Sandeep Suntwal, Guadalupe Angeles, Robert Schweitzer, Hsinchun Chen