文献データベース

Private Synthetic Data Meets Ensemble Learning

Authors: Haoyuan Sun, Navid Azizan, Akash Srivastava, Hao Wang | Published: 2023-10-15
データ生成
プライバシー保護手法
評価指標

A Blockchain-empowered Multi-Aggregator Federated Learning Architecture in Edge Computing with Deep Reinforcement Learning Optimization

Authors: Xiao Li, Weili Wu | Published: 2023-10-14
ビザンチン合意メカニズム
ブロックチェーン技術
連合学習

BufferSearch: Generating Black-Box Adversarial Texts With Lower Queries

Authors: Wenjie Lv, Zhen Wang, Yitao Zheng, Zhehua Zhong, Qi Xuan, Tianyi Chen | Published: 2023-10-14
攻撃の評価
敵対的サンプル
最適化手法

DPZero: Private Fine-Tuning of Language Models without Backpropagation

Authors: Liang Zhang, Bingcong Li, Kiran Koshy Thekumparampil, Sewoong Oh, Niao He | Published: 2023-10-14 | Updated: 2024-06-06
プライバシー保護
プライバシー保護手法
最適化手法

On the Feasibility of Cross-Language Detection of Malicious Packages in npm and PyPI

Authors: Piergiorgio Ladisa, Serena Elisa Ponta, Nicola Ronzoni, Matias Martinez, Olivier Barais | Published: 2023-10-14
悪意のあるパッケージ検出
攻撃の評価
特徴選択手法

Risk-Aware and Explainable Framework for Ensuring Guaranteed Coverage in Evolving Hardware Trojan Detection

Authors: Rahul Vishwakarma, Amin Rezaei | Published: 2023-10-14
データセット生成
トロイの木馬検出
不確実性の定量化

Embarrassingly Simple Text Watermarks

Authors: Ryoma Sato, Yuki Takezawa, Han Bao, Kenta Niwa, Makoto Yamada | Published: 2023-10-13
ウォーターマーキング
ステガノグラフィー手法
データ生成

Characterizing climate pathways using feature importance on echo state networks

Authors: Katherine Goode, Daniel Ries, Kellie McClernon | Published: 2023-10-12
データ生成
モデルの解釈性
気候情報

Harnessing the Power of LLM to Support Binary Taint Analysis

Authors: Puzhuo Liu, Chengnian Sun, Yaowen Zheng, Xuan Feng, Chuan Qin, Yuncheng Wang, Zhenyang Xu, Zhi Li, Peng Di, Yu Jiang, Limin Sun | Published: 2023-10-12 | Updated: 2025-01-09
セキュリティ分析
プロンプティング戦略
動的分析

ZEST: Attention-based Zero-Shot Learning for Unseen IoT Device Classification

Authors: Binghui Wu, Philipp Gysel, Dinil Mon Divakaran, Mohan Gurusamy | Published: 2023-10-12 | Updated: 2024-01-12
IoTデバイス識別
データ生成
自己注意メカニズム