Javad Forough

According to our database, Javad Forough authored at least 10 papers between 2021 and 2025.

Collaborative distances:

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

2025

GuardNet: Graph-Attention Filtering for Jailbreak Defense in Large Language Models.

Javad Forough, Mohammad Maheri, Hamed Haddadi

CoRR, September, 2025

DynaNoise: Dynamic Probabilistic Noise Injection for Defending Against Membership Inference Attacks.

Javad Forough, Hamed Haddadi

CoRR, May, 2025

NetProbe: Deep Learning-Driven DDoS Detection with a Two-Tiered Mitigation Strategy.

Prianshu Jha, Gurpreet Singh, Amit Kumar, Dewesh Agrawal, Yashwant Singh Patel, Javad Forough

Proceedings of the 26th International Conference on Distributed Computing and Networking, 2025

2024

Efficient Anomaly Detection for Edge Clouds: Mitigating Data and Resource Constraints.

Javad Forough, Hamed Haddadi, Monowar H. Bhuyan, Erik Elmroth

IEEE Access, 2024

2023

Unified Identification of Anomalies on the Edge: A Hybrid Sequential PGM Approach.

Javad Forough, Monowar H. Bhuyan, Erik Elmroth

Proceedings of the 22nd IEEE International Conference on Trust, 2023

Anomaly Detection and Resolution on the Edge: Solutions and Future Directions.

Javad Forough, Monowar H. Bhuyan, Erik Elmroth

Proceedings of the IEEE International Conference on Service-Oriented System Engineering, 2023

2022

Sequential credit card fraud detection: A joint deep neural network and probabilistic graphical model approach.

Javad Forough, Saeedeh Momtazi

Expert Syst. J. Knowl. Eng., 2022

DELA: A Deep Ensemble Learning Approach for Cross-layer VSI-DDoS Detection on the Edge.

Javad Forough, Monowar H. Bhuyan, Erik Elmroth

Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022

2021

Ensemble of deep sequential models for credit card fraud detection.

Javad Forough, Saeedeh Momtazi

Appl. Soft Comput., 2021

Detection of VSI-DDoS Attacks on the Edge: A Sequential Modeling Approach.

Javad Forough, Monowar H. Bhuyan, Erik Elmroth

Proceedings of the ARES 2021: The 16th International Conference on Availability, 2021