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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

A. Ngom

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Open access Aug 2026

MolPACL: Molecular Property Prediction Based on Prompt Augmentation and Contrastive Learning.

MolPACL is proposed, a prompt-augmentation-based supervised contrastive learning framework that incorporates high-level chemical semantics while preserving molecular identity, and achieves strong performance on both classification and regression tasks while reducing training cost.

Ali Forooghi, Luis Rueda, A. Ngom · 0 citations
Review Open access Aug 2026

Poisoning Attacks in Federated Learning: An Accountability- Oriented Survey with Centralized Learning as a Baseline

Artificial intelligence (AI) systems are increasingly deployed in high-stakes domains, where poisoning attacks can corrupt training data, manipulate model updates, or implant covert backdoors. This survey examines poisoning attacks in federated learning (FL), using centralized learning as a baseline to explain how dist...

S. Mohammed, D. Alhadidi, A. Ngom · 0 citations

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