Javad Forough

12 papers A 1B 2Misc 1Journal 6Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Reinforced model selection for resource efficient anomaly detection in edge clouds.
Future Gener. Comput. Syst.
Javad Forough, Monowar Bhuyan, Erik Elmroth
2026 — conf
Towards Graph-Based Detection of Jailbreak and Prompt-Leakage Attacks in LLMs.
EuroMLSys@EuroSys
Javad Forough, Mohammad M. Maheri, Hamed Haddadi
2025 J jnl
DynaNoise: Dynamic Probabilistic Noise Injection for Defending Against Membership Inference Attacks.
CoRR
Javad Forough, Hamed Haddadi
2025 J jnl
GuardNet: Graph-Attention Filtering for Jailbreak Defense in Large Language Models.
CoRR
Javad Forough, Mohammad Maheri, Hamed Haddadi
2025 Misc conf
NetProbe: Deep Learning-Driven DDoS Detection with a Two-Tiered Mitigation Strategy.
ICDCN
Prianshu Jha, Gurpreet Singh, Amit Kumar, Dewesh Agrawal, Yashwant Singh Patel, Javad Forough
2024 J jnl
Efficient Anomaly Detection for Edge Clouds: Mitigating Data and Resource Constraints.
IEEE Access
Javad Forough, Hamed Haddadi, Monowar Bhuyan, Erik Elmroth
2023 — conf
Anomaly Detection and Resolution on the Edge: Solutions and Future Directions.
SOSE
Javad Forough, Monowar Bhuyan, Erik Elmroth
2023 B conf
Unified Identification of Anomalies on the Edge: A Hybrid Sequential PGM Approach.
TrustCom
Javad Forough, Monowar Bhuyan, Erik Elmroth
2022 A conf
DELA: A Deep Ensemble Learning Approach for Cross-layer VSI-DDoS Detection on the Edge.
ICDCS
Javad Forough, Monowar Bhuyan, Erik Elmroth
2022 J jnl
Sequential credit card fraud detection: A joint deep neural network and probabilistic graphical model approach.
Expert Syst. J. Knowl. Eng.
Javad Forough, Saeedeh Momtazi
2021 B conf
Detection of VSI-DDoS Attacks on the Edge: A Sequential Modeling Approach.
ARES
Javad Forough, Monowar Bhuyan, Erik Elmroth
2021 J jnl
Ensemble of deep sequential models for credit card fraud detection.
Appl. Soft Comput.
Javad Forough, Saeedeh Momtazi