PETS 2026 / 5C: Membership Inference Attacks

4 talks · 2026 · indexed by Breach Arc Archive. Links open each talk on YouTube.

• Impact of Graph Structure on Membership-Inference Risk for Graph Neural Networks 2026
• Revisiting Assumptions for Membership Inference on Summary Statistics 2026
• Revisiting the LiRA Membership Inference Attack Under Realistic Assumptions 2026
• Weight initialization based on gradient similarity for versatile machine unlearning 2026