Mohammadreza Ebrahimi

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 31

Top Topics

Online Social Networks

Factors Affecting

Top Venues

ICDM (Workshops)

ACM Trans. Manag. Inf. Syst.

Publications

Rouzbeh Behnia, Mohammadreza Ebrahimi, Arman Riasi, Balaji Padmanabhan, Thang Hoang
Efficient Secure Aggregation for Privacy-Preserving Federated Machine Learning. CoRR (2023)
Brian Etter, James Lee Hu, Mohammadreza Ebrahimi, Weifeng Li, Xin Li, Hsinchun Chen
Evading Deep Learning-Based Malware Detectors via Obfuscation: A Deep Reinforcement Learning Approach. ICDM (2023)
Mohammadreza Ebrahimi, Yidong Chai, Hao Helen Zhang, Hsinchun Chen
Heterogeneous Domain Adaptation With Adversarial Neural Representation Learning: Experiments on E-Commerce and Cybersecurity. IEEE Trans. Pattern Anal. Mach. Intell. 45 (2) (2023)
Jeremiah Birrell, Mohammadreza Ebrahimi
Adversarially Robust Deep Learning with Optimal-Transport-Regularized Divergences. CoRR (2023)
Alysson De Oliveira Silveira, Arindam Ray, Mohammadreza Ebrahimi, Anol Bhattacherjee
Automated Deductive Content Analysis of Text: A Deep Contrastive and Active Learning Based Approach. ICIS (2023)
Brian Etter, James Lee Hu, Mohammadreza Ebrahimi, Weifeng Li, Xin Li, Hsinchun Chen
Evading Deep Learning-Based Malware Detectors via Obfuscation: A Deep Reinforcement Learning Approach. ICDM (Workshops) (2023)
Ning Zhang, Mohammadreza Ebrahimi, Weifeng Li, Hsinchun Chen
Counteracting Dark Web Text-Based CAPTCHA with Generative Adversarial Learning for Proactive Cyber Threat Intelligence. ACM Trans. Manag. Inf. Syst. 13 (2) (2022)
James Lee Hu, Mohammadreza Ebrahimi, Weifeng Li, Xin Li, Hsinchun Chen
Multi-view Representation Learning from Malware to Defend Against Adversarial Variants. CoRR (2022)
Mohammadreza Ebrahimi, Yidong Chai, Hao Helen Zhang, Hsinchun Chen
Heterogeneous Domain Adaptation with Adversarial Neural Representation Learning: Experiments on E-Commerce and Cybersecurity. CoRR (2022)
Ning Zhang, Mohammadreza Ebrahimi, Weifeng Li, Hsinchun Chen
Counteracting Dark Web Text-Based CAPTCHA with Generative Adversarial Learning for Proactive Cyber Threat Intelligence. CoRR (2022)
James Lee Hu, Mohammadreza Ebrahimi, Weifeng Li, Xin Li, Hsinchun Chen
Multi-view Representation Learning from Malware to Defend Against Adversarial Variants. ICDM (Workshops) (2022)
Bo Wen, Paul Jen-Hwa Hu, Mohammadreza Ebrahimi, Hsinchun Chen
Key Factors Affecting User Adoption of Open-Access Data Repositories in Intelligence and Security Informatics: An Affordance Perspective. ACM Trans. Manag. Inf. Syst. 13 (1) (2022)
Rouzbeh Behnia, Mohammadreza Ebrahimi, Jason Pacheco, Balaji Padmanabhan
EW-Tune: A Framework for Privately Fine-Tuning Large Language Models with Differential Privacy. CoRR (2022)
Mohammadreza Ebrahimi, Yidong Chai, Sagar Samtani, Hsinchun Chen
Cross-Lingual Cybersecurity Analytics in the International Dark Web with Adversarial Deep Representation Learning. MIS Q. 46 (2) (2022)
Ricardo Omar Chávez García, Matthew A. Estrada, Mohammadreza Ebrahimi, Francesco Zuppichini, Luca Maria Gambardella, Alessandro Giusti, Auke Jan Ijspeert
Gait-dependent Traversability Estimation on the k-rock2 Robot. ICPR (2022)
Yizhi Liu, Fang Yu Lin, Mohammadreza Ebrahimi, Weifeng Li, Hsinchun Chen
Automated PII Extraction from Social Media for Raising Privacy Awareness: A Deep Transfer Learning Approach. CoRR (2021)
Mohammadreza Ebrahimi, Jason Pacheco, Weifeng Li, James Lee Hu, Hsinchun Chen
Binary Black-Box Attacks Against Static Malware Detectors with Reinforcement Learning in Discrete Action Spaces. SP Workshops (2021)
James Lee Hu, Mohammadreza Ebrahimi, Hsinchun Chen
Single-Shot Black-Box Adversarial Attacks Against Malware Detectors: A Causal Language Model Approach. CoRR (2021)
Yizhi Liu, Fang Yu Lin, Mohammadreza Ebrahimi, Weifeng Li, Hsinchun Chen
Automated PII Extraction from Social Media for Raising Privacy Awareness: A Deep Transfer Learning Approach. ISI (2021)
James Lee Hu, Mohammadreza Ebrahimi, Hsinchun Chen
Single-Shot Black-Box Adversarial Attacks Against Malware Detectors: A Causal Language Model Approach. ISI (2021)
Mohammadreza Ebrahimi, Farshad Lahouti, Victoria Kostina
Two-Layer Coded Channel Access With Collision Resolution: Design and Analysis. IEEE Trans. Wirel. Commun. 19 (12) (2020)
Yizhi Liu, Fang Yu Lin, Zara Ahmad-Post, Mohammadreza Ebrahimi, Ning Zhang, James Lee Hu, Jingyu Xin, Weifeng Li, Hsinchun Chen
Identifying, Collecting, and Monitoring Personally Identifiable Information: From the Dark Web to the Surface Web. ISI (2020)
Mohammadreza Ebrahimi, Sagar Samtani, Yidong Chai, Hsinchun Chen
Detecting Cyber Threats in Non-English Hacker Forums: An Adversarial Cross-Lingual Knowledge Transfer Approach. SP Workshops (2020)
Mohammadreza Ebrahimi, Jay F. Nunamaker Jr., Hsinchun Chen
Semi-Supervised Cyber Threat Identification in Dark Net Markets: A Transductive and Deep Learning Approach. J. Manag. Inf. Syst. 37 (3) (2020)
Fang Yu Lin, Yizhi Liu, Mohammadreza Ebrahimi, Zara Ahmad-Post, James Lee Hu, Jingyu Xin, Sagar Samtani, Weifeng Li, Hsinchun Chen
Linking Personally Identifiable Information from the Dark Web to the Surface Web: A Deep Entity Resolution Approach. ICDM (Workshops) (2020)
Ning Zhang, Mohammadreza Ebrahimi, Weifeng Li, Hsinchun Chen
A Generative Adversarial Learning Framework for Breaking Text-Based CAPTCHA in the Dark Web. ISI (2020)
Mohammadreza Ebrahimi, Ning Zhang, James Lee Hu, Muhammad Taqi Raza, Hsinchun Chen
Binary Black-box Evasion Attacks Against Deep Learning-based Static Malware Detectors with Adversarial Byte-Level Language Model. CoRR (2020)
Po-Yi Du, Mohammadreza Ebrahimi, Ning Zhang, Hsinchun Chen, Randall A. Brown, Sagar Samtani
Identifying High-Impact Opioid Products and Key Sellers in Dark Net Marketplaces: An Interpretable Text Analytics Approach. ISI (2019)
Nolan Arnold, Mohammadreza Ebrahimi, Ning Zhang, Ben Lazarine, Mark W. Patton, Hsinchun Chen, Sagar Samtani
Dark-Net Ecosystem Cyber-Threat Intelligence (CTI) Tool. ISI (2019)
Mohammadreza Ebrahimi, J. Daniel Martinez
Involuntary Embarrassing Exposures in Online Social Networks: A Replication Study. AIS Trans. Replication Res. 5 (2019)
Mohammadreza Ebrahimi, Mihai Surdeanu, Sagar Samtani, Hsinchun Chen
Detecting Cyber Threats in Non-English Dark Net Markets: A Cross-Lingual Transfer Learning Approach. ISI (2018)