文献データベース

Adversary Agnostic Robust Deep Reinforcement Learning

Authors: Xinghua Qu, Yew-Soon Ong, Abhishek Gupta, Zhu Sun | Published: 2020-08-14 | Updated: 2020-12-24
ポリシーエンジニアリング
敵対的攻撃検出
機械学習手法

Sniffing for Codebase Secret Leaks with Known Production Secrets in Industry

Authors: Zhen Yu Ding, Benjamin Khakshoor, Justin Paglierani, Mantej Rajpal | Published: 2020-08-13
ウォーターマーキング
コード変更分析
セキュリティ分析

Deep-Lock: Secure Authorization for Deep Neural Networks

Authors: Manaar Alam, Sayandeep Saha, Debdeep Mukhopadhyay, Sandip Kundu | Published: 2020-08-13 | Updated: 2024-02-18
ウォーターマーキング
セキュリティ分析
機械学習手法

Can We Trust Your Explanations? Sanity Checks for Interpreters in Android Malware Analysis

Authors: Ming Fan, Wenying Wei, Xiaofei Xie, Yang Liu, Xiaohong Guan, Ting Liu | Published: 2020-08-13
ポイズニング
説明アプローチの評価

Detecting Abnormal Traffic in Large-Scale Networks

Authors: Mahmoud Said Elsayed, Nhien-An Le-Khac, Soumyabrata Dev, Anca Delia Jurcut | Published: 2020-08-13
マルチクラス分類
機械学習手法
異常検出手法

WAFFLe: Weight Anonymized Factorization for Federated Learning

Authors: Weituo Hao, Nikhil Mehta, Kevin J Liang, Pengyu Cheng, Mostafa El-Khamy, Lawrence Carin | Published: 2020-08-13
ポイズニング
個別化手法
機械学習手法

Learning to Learn from Mistakes: Robust Optimization for Adversarial Noise

Authors: Alex Serban, Erik Poll, Joost Visser | Published: 2020-08-12
敵対的サンプル
敵対的訓練
最適化問題

Revisiting Adversarially Learned Injection Attacks Against Recommender Systems

Authors: Jiaxi Tang, Hongyi Wen, Ke Wang | Published: 2020-08-11 | Updated: 2020-08-28
敵対的攻撃手法
最適化問題
計算効率

ProblemChild: Discovering Anomalous Patterns based on Parent-Child Process Relationships

Authors: Bobby Filar, David French | Published: 2020-08-11
データ抽出と分析
攻撃者の行動分析
機械学習フレームワーク

Network Intrusion Detection Using Wrapper-based Decision Tree for Feature Selection

Authors: Mubarak Albarka Umar, Chen Zhanfang, Yan Liu | Published: 2020-08-11
機械学習技術
決定木
評価手法