A Novel Approach Towards Analysis of Attacker Behavior in DDoS Attacks

被引：0

作者：

Gupta, Himanshu ^{[1
]}

Kulkarni, Tanmay Girish ^{[1
]}

Kumar, Lov ^{[1
]}

Murthy, Neti Lalita Bhanu ^{[1
]}

机构：

[1] BITS Pilani, Hyderabad Campus, Hyderabad, India

来源：

MACHINE LEARNING FOR NETWORKING (MLN 2019) | 2020年 / 12081卷

关键词：

Distributed denial of service attacks; Honey pot; Machine learning; Clustering algorithms; Attacker profiling;

D O I：

10.1007/978-3-030-45778-5_27

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Traditionally, research in Network Security has largely focused on Intrusion Detection and the use of Machine Learning techniques towards identifying malicious agents as well as work on methods towards protecting ourselves from such attacks. In this paper, we wish to make use of the same techniques to analyze the profile of the attacker in the case of a DDoS attack on a distributed honeypot.

引用

页码：392 / 402

页数：11

共 50 条

[21] Towards securing cloud computing from DDOS attacks
Ahmed I.
Ahmed S.
Nawaz A.
Jan S.
Najam Z.
Saadat M.
Khan R.A.
Zaman K.
1600, Science and Information Organization (11): : 615 - 622
[22] An Adaptive Approach for Defending against DDoS Attacks
Li, Muhai
Li, Ming
MATHEMATICAL PROBLEMS IN ENGINEERING, 2010, 2010
[23] An Adaptive Approach to Mitigate Ddos Attacks in Cloud
Singh, Baldev
Panda, S. N.
INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2015, 6 (10) : 47 - 52
[24] An approach for detecting and preventing DDoS attacks in campus
Merouane M.
Merouane, Mehdi (mmehdi_m@hotmail.com), 1600, Springer Science and Business Media, LLC (51): : 13 - 23
[25] Research on An Effective Approach against DDoS Attacks
Zeng Xiao-hui
Peng Xuan-ge
Li Man-hua
Xu Hong-qi
Jin Shi-yao
2009 INTERNATIONAL CONFERENCE ON RESEARCH CHALLENGES IN COMPUTER SCIENCE, ICRCCS 2009, 2009, : 21 - +
[26] An Approach of DNS Protection Against DDoS Attacks
Georgiev, Ivan
Nikolova, Kamelia
2017 13TH INTERNATIONAL CONFERENCE ON ADVANCED TECHNOLOGIES, SYSTEMS AND SERVICES IN TELECOMMUNICATIONS (TELSIKS), 2017, : 140 - 143
[27] Systematic Analysis of DDoS Attacks in Blockchain
Sheikh, Mohamad Arsalan
Khan, Gul Zameen
Hussain, Farookh Khadeer
2022 24TH INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATION TECHNOLOGY (ICACT): ARITIFLCIAL INTELLIGENCE TECHNOLOGIES TOWARD CYBERSECURITY, 2022, : 132 - +
[28] Simulation and Analysis of Quiet DDOS Attacks
Zhang, Jing
Liu, Bo
Hu, Huaping
Chen, Lin
Wang, Tianzuo
INSTRUMENTATION, MEASUREMENT, CIRCUITS AND SYSTEMS, 2012, 127 : 71 - 81
[29] An Analysis of DDoS Attacks on the Instant Messengers
Faisal, Mohammad
Abbas, Sohail
Rahman, Haseeb Ur
Khan, Muhammad Zahid
Rahman, Arif Ur
SECURITY AND COMMUNICATION NETWORKS, 2019, 2019
[30] A novel approach for DDoS attacks detection in COVID-19 scenario for small entrepreneurs
Gaurav, Akshat
Gupta, Brij B.
Panigrahi, Prabin Kumar
TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2022, 177

← 1 2 3 4 5 →