文献データベース

Few-shot Instruction Prompts for Pretrained Language Models to Detect Social Biases

Authors: Shrimai Prabhumoye, Rafal Kocielnik, Mohammad Shoeybi, Anima Anandkumar, Bryan Catanzaro | Published: 2021-12-15 | Updated: 2022-04-15
AIによる出力のバイアスの検出
Few-Shot Learning
大規模言語モデル

HyObscure: Hybrid Obscuring for Privacy-Preserving Data Publishing

Authors: Xiao Han, Yuncong Yang, Junjie Wu | Published: 2021-12-15
アルゴリズム設計
データの隠蔽
プライバシーリスク管理

Robustifying automatic speech recognition by extracting slowly varying features

Authors: Matías Pizarro, Dorothea Kolossa, Asja Fischer | Published: 2021-12-14 | Updated: 2024-11-06
ポイズニング
敵対的訓練
防御手法

Utilizing XAI technique to improve autoencoder based model for computer network anomaly detection with shapley additive explanation(SHAP)

Authors: Khushnaseeb Roshan, Aasim Zafar | Published: 2021-12-14
データ収集
モデル設計
機械学習手法

MuxLink: Circumventing Learning-Resilient MUX-Locking Using Graph Neural Network-based Link Prediction

Authors: Lilas Alrahis, Satwik Patnaik, Muhammad Shafique, Ozgur Sinanoglu | Published: 2021-12-14
リンク予測手法
性能評価指標
機械学習手法

Efficient Differentially Private Secure Aggregation for Federated Learning via Hardness of Learning with Errors

Authors: Timothy Stevens, Christian Skalka, Christelle Vincent, John Ring, Samuel Clark, Joseph Near | Published: 2021-12-13
プライバシー侵害
プロトコル性能評価
通信効率

Does Fully Homomorphic Encryption Need Compute Acceleration?

Authors: Leo de Castro, Rashmi Agrawal, Rabia Yazicigil, Anantha Chandrakasan, Vinod Vaikuntanathan, Chiraag Juvekar, Ajay Joshi | Published: 2021-12-13 | Updated: 2021-12-14
アルゴリズム設計
メモリ管理手法
通信効率

Secure Routine: A Routine-Based Algorithm for Drivers Identification

Authors: Davide Micale, Gianpiero Costantino, Ilaria Matteucci, Giuseppe Patanè, Giampaolo Bella | Published: 2021-12-12
機械学習アルゴリズム
機械学習技術
特徴抽出手法

Malware Classification Using Static Disassembly and Machine Learning

Authors: Zhenshuo Chen, Eoin Brophy, Tomas Ward | Published: 2021-12-10
マルチクラス分類
特徴抽出手法
静的分析

On the Security & Privacy in Federated Learning

Authors: Gorka Abad, Stjepan Picek, Víctor Julio Ramírez-Durán, Aitor Urbieta | Published: 2021-12-10 | Updated: 2022-03-16
バックドア攻撃
ポイズニング
防御手法