AIセキュリティポータルbot

On Machine Learning DoS Attack Identification from Cloud Computing Telemetry

Authors: João Henrique Corrêa, Patrick Marques Ciarelli, Moises R. N. Ribeiro, Rodolfo da Silva Villaca | Published: 2019-04-11
DDoS攻撃
データ収集
機械学習手法

STC Antispoofing Systems for the ASVspoof2019 Challenge

Authors: Galina Lavrentyeva, Sergey Novoselov, Andzhukaev Tseren, Marina Volkova, Artem Gorlanov, Alexandr Kozlov | Published: 2019-04-11
深層学習技術
特徴抽出手法
音声合成技術

Universal Lipschitz Approximation in Bounded Depth Neural Networks

Authors: Jeremy E. J. Cohen, Todd Huster, Ra Cohen | Published: 2019-04-09
ロバスト性分析
多項式近似
機械学習アルゴリズム

Private Hierarchical Clustering and Efficient Approximation

Authors: Xianrui Meng, Dimitrios Papadopoulos, Alina Oprea, Nikos Triandopoulos | Published: 2019-04-09 | Updated: 2021-10-01
プライバシー保護技術
暗号化技術
階層クラスタリング

A Target-Agnostic Attack on Deep Models: Exploiting Security Vulnerabilities of Transfer Learning

Authors: Shahbaz Rezaei, Xin Liu | Published: 2019-04-08 | Updated: 2020-01-29
モデル評価手法
敵対的攻撃手法
深層学習技術

Malware Evasion Attack and Defense

Authors: Yonghong Huang, Utkarsh Verma, Celeste Fralick, Gabriel Infante-Lopez, Brajesh Kumarz, Carl Woodward | Published: 2019-04-07 | Updated: 2019-04-16
マルウェア検出
敵対的サンプル
敵対的攻撃検出

Reframing Threat Detection: Inside esINSIDER

Authors: M. Arthur Munson, Jason Kichen, Dustin Hillard, Ashley Fidler, Peiter Zatko | Published: 2019-04-07
データの起源と変遷
内部ネットワーク偵察
異常検知手法

A Compendium on Network and Host based Intrusion Detection Systems

Authors: Rahul-Vigneswaran K, Prabaharan Poornachandran, Soman KP | Published: 2019-04-06
機械学習アルゴリズム
機械学習の応用
深層学習手法

A Conceptual Architecture for Contractual Data Sharing in a Decentralised Environment

Authors: Iain Barclay, Alun Preece, Ian Taylor, Dinesh Verma | Published: 2019-04-05
データの起源と変遷
データ依存性
機械学習の応用

Minimum Uncertainty Based Detection of Adversaries in Deep Neural Networks

Authors: Fatemeh Sheikholeslami, Swayambhoo Jain, Georgios B. Giannakis | Published: 2019-04-05 | Updated: 2020-10-15
敵対的攻撃
機械学習アルゴリズム
深層学習手法