Devashish Chaudhary
2 indexed papers
Recent (6 mo)
2With code
0Influential cites
0Benchmarked
0Publications per year
226
Top categories
ML×2Crypto×2AI×1
Frequent co-authors
Research Timeline
2026
In-network Attack Detection with Federated Deep Learning in IoT Networks: Real Implementation and Analysis
This paper proposes and evaluates a federated deep learning framework using autoencoders for lightweight, privacy-preserving, and scalable real-time anomaly detection in resource-constrained IoT networks.
Q-AGNN: Quantum-Enhanced Attentive Graph Neural Network for Intrusion Detection
The paper proposes Q-AGNN, a Quantum-Enhanced Attentive Graph Neural Network, to improve intrusion detection by modeling network flows as graphs and leveraging quantum circuits to capture complex relational dependencies.
Highlighted terms show continued research focus across papers
Papers
cs.LGcs.CRRecentMar 23, 2026
In-network Attack Detection with Federated Deep Learning in IoT Networks: Real Implementation and Analysis
This paper proposes and evaluates a federated deep learning framework using autoencoders for lightweight, privacy-preserving, and scalable real-time anomaly detection in resource-constrained IoT netwo…
View →
cs.CRcs.AIcs.LGRecentMar 23, 2026