Publications

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Selected Publications

AgenTEE: Confidential LLM Agent Execution on Edge Devices
Sina Abdollahi, Mohammad M. Maheri, Javad Forough, Amir Al Sadi, Josh Millar, David Kotz, Marios Kogias, Hamed Haddadi
EuroMLSys 2026
Towards Graph-Based Detection of Jailbreak and Prompt-Leakage Attacks in LLMs
Javad Forough, M. M. Maheri, Hamed Haddadi
EuroMLSys 2026
Dynamic Probabilistic Noise Injection for Membership Inference Defense (DynaNoise)
Javad Forough, Hamed Haddadi
PETS 2026 CORE Rank A arXiv:2505.13362 ↗
Reinforced model selection for resource efficient anomaly detection in edge clouds
Javad Forough, Monowar H. Bhuyan, Erik Elmroth
FGCS 2026 DOI ↗
Efficient Anomaly Detection for Edge Clouds: Mitigating Data and Resource Constraints
Javad Forough, Hamed Haddadi, Monowar H. Bhuyan, Erik Elmroth
IEEE Access 2024
DELA: A Deep Ensemble Learning Approach for Cross-Layer VSI-DDoS Detection on the Edge
Javad Forough, Monowar H. Bhuyan, Erik Elmroth
ICDCS 2022 CORE Rank A
Sequential credit card fraud detection: A joint deep neural network and probabilistic graphical model approach
Javad Forough, Saeedeh Momtazi
Expert Systems 2022
Ensemble of deep sequential models for credit card fraud detection
Javad Forough, Saeedeh Momtazi
Applied Soft Computing 2021

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