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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

A. K. Sagar

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Aug 2026

Adaptive Q‐Learning Trust Management Algorithm for Malicious Node Detection in VANETs

A new trust‐based model for trust management in VANETs is introduced, which is a fully decentralized, modified Q‐Learning approach, and enables dynamic assessments of trust for vehicles (nodes), increases overall network security and trust, and increases the reliability of the data in the network.

Anurag Gupta, A. K. Sagar · 0 citations
Open access Aug 2026

Enhanced Robustness in Neural Network Models against Adversarial Attacks and their Performance Analysis

Among the evaluated models, CNNs exhibit the highest baseline robustness, whereas DNNs and RNNs rely more heavily on defense mechanisms to maintain performance, whereas DNNs and RNNs rely more heavily on defense mechanisms to maintain performance.

Surekha M., A. K. Sagar, Vineeta Khemchandani · 0 citations

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