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cs.LG2025
Sy-FAR: Symmetry-based Fair Adversarial Robustness
Haneen Najjar, Eyal Ronen, Mahmood Sharif
Security-critical machine-learning (ML) systems, such as face-recognition systems, are susceptible to adversarial examples, including real-world physically realizable attacks. Vari…
cs.LG2025
Reconstructing Template-Memorized Images from Natural Prompts
Sol Yarkoni, Mahmood Sharif, Roi Livni
Recent advances in generative models, such as diffusion models, have raised concerns related to privacy, copyright infringement, and data stewardship. To better understand and cont…