最適化問題

Differentiable Adversarial Attacks for Marked Temporal Point Processes

Authors: Pritish Chakraborty, Vinayak Gupta, Rahul R, Srikanta J. Bedathur, Abir De | Published: 2025-01-17
敵対的サンプル
最適化問題

Computing Optimization-Based Prompt Injections Against Closed-Weights Models By Misusing a Fine-Tuning API

Authors: Andrey Labunets, Nishit V. Pandya, Ashish Hooda, Xiaohan Fu, Earlence Fernandes | Published: 2025-01-16
プロンプトインジェクション
攻撃の評価
最適化問題

Indiscriminate Disruption of Conditional Inference on Multivariate Gaussians

Authors: William N. Caballero, Matthew LaRosa, Alexander Fisher, Vahid Tarokh | Published: 2024-11-21
攻撃手法
最適化問題

Variational Bayesian Bow tie Neural Networks with Shrinkage

Authors: Alisa Sheinkman, Sara Wade | Published: 2024-11-17 | Updated: 2024-11-19
スパースモデル
最適化問題
評価手法

Efficient Model Compression for Bayesian Neural Networks

Authors: Diptarka Saha, Zihe Liu, Feng Liang | Published: 2024-11-01
スパースモデル
モデル性能評価
最適化問題

Privacy-Preserving Dynamic Assortment Selection

Authors: Young Hyun Cho, Will Wei Sun | Published: 2024-10-29
プライバシー保護
プライバシー保護手法
最適化問題

Evaluating of Machine Unlearning: Robustness Verification Without Prior Modifications

Authors: Heng Xu, Tianqing Zhu, Wanlei Zhou | Published: 2024-10-14
損失項
最適化問題

MergePrint: Robust Fingerprinting against Merging Large Language Models

Authors: Shojiro Yamabe, Tsubasa Takahashi, Futa Waseda, Koki Wataoka | Published: 2024-10-11
メンバーシップ推論
最適化問題

OD-Stega: LLM-Based Near-Imperceptible Steganography via Optimized Distributions

Authors: Yu-Shin Huang, Peter Just, Krishna Narayanan, Chao Tian | Published: 2024-10-06
テキスト生成手法
最適化問題

DiSK: Differentially Private Optimizer with Simplified Kalman Filter for Noise Reduction

Authors: Xinwei Zhang, Zhiqi Bu, Borja Balle, Mingyi Hong, Meisam Razaviyayn, Vahab Mirrokni | Published: 2024-10-04
フレームワーク
最適化問題