学習タスクの効率的な解決

Beimingwu: A Learnware Dock System

Authors: Zhi-Hao Tan, Jian-Dong Liu, Xiao-Dong Bi, Peng Tan, Qin-Cheng Zheng, Hai-Tian Liu, Yi Xie, Xiao-Chuan Zou, Yang Yu, Zhi-Hua Zhou | Published: 2024-01-24
Beimingwuシステム
ウォーターマーキング
学習タスクの効率的な解決

On the Robustness of Epoch-Greedy in Multi-Agent Contextual Bandit Mechanisms

Authors: Yinglun Xu, Bhuvesh Kumar, Jacob Abernethy | Published: 2023-07-15
アルゴリズム設計
ロバスト性評価
学習タスクの効率的な解決

A Natural Language Processing Approach to Malware Classification

Authors: Ritik Mehta, Olha Jurečková, Mark Stamp | Published: 2023-07-07
CNNを用いたマルウェア分類
マルウェア検出手法
学習タスクの効率的な解決

Case Study-Based Approach of Quantum Machine Learning in Cybersecurity: Quantum Support Vector Machine for Malware Classification and Protection

Authors: Mst Shapna Akter, Hossain Shahriar, Sheikh Iqbal Ahamed, Kishor Datta Gupta, Muhammad Rahman, Atef Mohamed, Mohammad Rahman, Akond Rahman, Fan Wu | Published: 2023-06-01
マルウェア分類
リソース不足の課題
学習タスクの効率的な解決

Adversarial Robustness Against the Union of Multiple Perturbation Models

Authors: Pratyush Maini, Eric Wong, J. Zico Kolter | Published: 2019-09-09 | Updated: 2020-07-28
学習タスクの効率的な解決
学習の改善
敵対的訓練

Blackbox Attacks on Reinforcement Learning Agents Using Approximated Temporal Information

Authors: Yiren Zhao, Ilia Shumailov, Han Cui, Xitong Gao, Robert Mullins, Ross Anderson | Published: 2019-09-06 | Updated: 2019-11-21
学習タスクの効率的な解決
攻撃パターン抽出
敵対的訓練