文献データベース

Advbox: a toolbox to generate adversarial examples that fool neural networks

Authors: Dou Goodman, Hao Xin, Wang Yang, Wu Yuesheng, Xiong Junfeng, Zhang Huan | Published: 2020-01-13 | Updated: 2020-08-26
ポイズニング
敵対的サンプル
敵対的攻撃手法

On the Resilience of Biometric Authentication Systems against Random Inputs

Authors: Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Mohamed Ali Kaafar | Published: 2020-01-13 | Updated: 2020-01-24
ポイズニング
敵対的攻撃
機械学習

Membership Inference Attacks Against Object Detection Models

Authors: Yeachan Park, Myungjoo Kang | Published: 2020-01-12 | Updated: 2020-01-28
メンバーシップ推論
敵対的攻撃
機械学習

Fast is better than free: Revisiting adversarial training

Authors: Eric Wong, Leslie Rice, J. Zico Kolter | Published: 2020-01-12
敵対的サンプル
敵対的攻撃
深層学習手法

Simulated Blockchains for Machine Learning Traceability and Transaction Values in the Monero Network

Authors: Nathan Borggren, Hyoung-yoon Kim, Lihan Yao, Gary Koplik | Published: 2020-01-12
データ生成
データ管理システム
機械学習

Campfire: Compressible, Regularization-Free, Structured Sparse Training for Hardware Accelerators

Authors: Noah Gamboa, Kais Kudrolli, Anand Dhoot, Ardavan Pedram | Published: 2020-01-09 | Updated: 2020-01-13
プルーニング手法
ロバスト性に関する評価
深層学習手法

Real-Time Edge Intelligence in the Making: A Collaborative Learning Framework via Federated Meta-Learning

Authors: Sen Lin, Guang Yang, Junshan Zhang | Published: 2020-01-09 | Updated: 2020-05-08
収束分析
機械学習
通信効率

Secure multiparty computations in floating-point arithmetic

Authors: Chuan Guo, Awni Hannun, Brian Knott, Laurens van der Maaten, Mark Tygert, Ruiyu Zhu | Published: 2020-01-09
多項式近似
機械学習
線形モデル

Explainable Deep Convolutional Candlestick Learner

Authors: Jun-Hao Chen, Samuel Yen-Chi Chen, Yun-Cheng Tsai, Chih-Shiang Shur | Published: 2020-01-08 | Updated: 2020-05-29
ローソク足パターン
敵対的摂動手法
機械学習の応用

To Transfer or Not to Transfer: Misclassification Attacks Against Transfer Learned Text Classifiers

Authors: Bijeeta Pal, Shruti Tople | Published: 2020-01-08
プロンプトインジェクション
メンバーシップ推論
敵対的学習