Deployable Machine Learning for Security Defense - Communications in Computer and Information Science
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8

(FIVE YEARS 8)

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0

(FIVE YEARS 0)

Published By Springer International Publishing

9783030596200, 9783030596217

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Domain Generation Algorithm Detection Utilizing Model Hardening Through GAN-Generated Adversarial Examples

Deployable Machine Learning for Security Defense - Communications in Computer and Information Science ◽

10.1007/978-3-030-59621-7_5 ◽

2020 ◽

pp. 84-101

Author(s):

Nathaniel Gould ◽

Taishi Nishiyama ◽

Kazunori Kamiya

Keyword(s):

Generation Algorithm ◽

Adversarial Examples

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FraudFox: Adaptable Fraud Detection in the Real World

Deployable Machine Learning for Security Defense - Communications in Computer and Information Science ◽

10.1007/978-3-030-59621-7_3 ◽

2020 ◽

pp. 47-65

Author(s):

Matthew Butler ◽

Yi Fan ◽

Christos Faloutsos

Keyword(s):

Fraud Detection ◽

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Toward Explainable and Adaptable Detection and Classification of Distributed Denial-of-Service Attacks

Deployable Machine Learning for Security Defense - Communications in Computer and Information Science ◽

10.1007/978-3-030-59621-7_6 ◽

2020 ◽

pp. 105-121

Author(s):

Yebo Feng ◽

Jun Li

Keyword(s):

Denial Of Service ◽

Denial Of Service Attacks ◽

Distributed Denial Of Service

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A Large-Scale Analysis of Attacker Activity in Compromised Enterprise Accounts

Deployable Machine Learning for Security Defense - Communications in Computer and Information Science ◽

10.1007/978-3-030-59621-7_1 ◽

2020 ◽

pp. 3-27

Author(s):

Neil Shah ◽

Grant Ho ◽

Marco Schweighauser ◽

Mohamed Ibrahim ◽

Asaf Cidon ◽

...

Keyword(s):

Large Scale ◽

Scale Analysis ◽

Large Scale Analysis

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DAPT 2020 - Constructing a Benchmark Dataset for Advanced Persistent Threats

Deployable Machine Learning for Security Defense - Communications in Computer and Information Science ◽

10.1007/978-3-030-59621-7_8 ◽

2020 ◽

pp. 138-163

Author(s):

Sowmya Myneni ◽

Ankur Chowdhary ◽

Abdulhakim Sabur ◽

Sailik Sengupta ◽

Garima Agrawal ◽

...

Keyword(s):

Benchmark Dataset ◽

Advanced Persistent Threats

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MALOnt: An Ontology for Malware Threat Intelligence

Deployable Machine Learning for Security Defense - Communications in Computer and Information Science ◽

10.1007/978-3-030-59621-7_2 ◽

2020 ◽

pp. 28-44

Author(s):

Nidhi Rastogi ◽

Sharmishtha Dutta ◽

Mohammed J. Zaki ◽

Alex Gittens ◽

Charu Aggarwal

Keyword(s):

Threat Intelligence

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Forecasting Network Intrusions from Security Logs Using LSTMs

Deployable Machine Learning for Security Defense - Communications in Computer and Information Science ◽

10.1007/978-3-030-59621-7_7 ◽

2020 ◽

pp. 122-137

Author(s):

W. Graham Mueller ◽

Alex Memory ◽

Kyle Bartrem

Keyword(s):

Network Intrusions

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Towards Practical Robustness Improvement for Object Detection in Safety-Critical Scenarios

Deployable Machine Learning for Security Defense - Communications in Computer and Information Science ◽

10.1007/978-3-030-59621-7_4 ◽

2020 ◽

pp. 66-83

Author(s):

Zhisheng Hu ◽

Zhenyu Zhong

Keyword(s):

Object Detection ◽

Safety Critical

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