Author

Charles A. Kamhoua

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Preprint Sep 2026

TripleFlow: Training-Free Video Object Removal by Bridging Residual Editing and Native Generation

Video object removal presents a uniquely difficult editing challenge. Because a removal prompt specifies only what to erase rather than what to generate, the model must infer and reconstruct a highly specific occluded background entirely from the surrounding context. Existing training-free methods struggle with this be...

Song-He Wang, Li-Fu Wei, Shuo-Lin Xu et al. · 0 citations

Preprint Aug 2026

Beyond Best Response: Quantal Stackelberg Deception as Insurance Against Attacker Misspecification

An empirical evaluation in a cybersecurity case study with two networks and real vulnerabilities drawn from CVE and scored using the Common Vulnerability Scoring System shows that QSE beats Stackelberg in realized defender utility spanning 144 scenarios with specification errors and 25 parameter configurations.

Asif Rahman, Md Abu Sayed, Ahmed Ann Noor Ryen et al. · 0 citations