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Aaqib Zahoor

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Preprint Aug 2026

From Propagation to Protection: Risk-Aware Diffusion for Harm Minimization in Signed Social Networks

Real-world social relationships are not uniformly supportive. Information through hostile connections can increase resistance, anxiety, or misinformation rather than adoption. Classical models such as Independent Cascade and Linear Threshold, together with Influence Maximization (IM), which maximizes spread from a limi...

Aaqib Zahoor, J. Bashir, Iqra Altaf Gillani · 0 citations

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