Author

K. Shailaja

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Conference Aug 2026

Multi-Adapter Qlora for Cross-Domain Financial Fraud Detection

Most fraud detection systems are developed for a single domain at a time: a bank uses one model for credit card fraud, an insurer uses another for claims, and each requires its own large labelled dataset while offering no explanation for its decisions. This paper tests whether a single lightweight language model can in...

Kondapaka Arun, Mursubai Sandhya Rani, K. Shailaja et al. · International Conference Com... · 0 citations

Conference Aug 2026

A Hierarchical Attribute-Based Encryption Framework Integrated with Blockchain for Secure Data Sharing in Industrial IoT

The development of the Industrial Internet of Things (IIoT) results in colossal amounts of vulnerable operational data that needs to be exchanged safely in distributed logistics networks. Centralized cloud architectures introduce latency, scalability, and privacy bottlenecks. This paper proposes a decentralized hierarc...

C. Naveen, J. Kumar, K. Shailaja et al. · International Conference Com... · 0 citations

Conference Aug 2026

Real-Time DDoS Detection and Mitigation in SDN with an Ensemble Online Learning Approach

Software-Defined Networking (SDN) centralizes network control in a software controller, making it a high-value target for Distributed Denial-of-Service (DDoS) attacks. Existing machine learning defences are predominantly trained offline and require costly retraining to remain effective under evolving traffic patterns a...

Sodadasu Dharma Raj, N. Goud, K. Shailaja et al. · International Conference Com... · 0 citations