A Machine Learning Approach for DDoS (Distributed Denial of Service) Attack Detection Using Multiple Linear Regression

Application Layer DDOS Attack Detection Using Hybrid Machine Learning Approach

Application Layer Distributed Denial of Service (App-DDoS) attack has become a major threat to web security. Attack detection is difficult as they mimic genuine user request. This paper proposes a clustering based correlation approach for detecting application layer DDoS attack on HTTP protocol. Proposed approach has two main modules ----Flow monitoring module and User behavior monitoring modul...

Distributed Denial of Service Defense Attack Tradeoff Analysis (DDOS-DATA)

Detection Mechanism for Distributed Denial of Service (DDoS) Attack in Mobile Ad-hoc Networks

Mobile ad hoc networks are non-static networks which formed without any central point communication infrastructure. In addition to node mobility, a ad-hoc is defined by bounded resource constraints such as bandwidth, battery power, and storage space. In this network, the intermediate nodes play role of router which routed the packets to the terminal node. The security challenges in the networks...

An Efficient Detection Mechanism for Distributed Denial of Service (DDoS) Attack

Denial of Service (DoS) and Distributed Denial of Service (DDoS) attacks have emerged as a popular means of causing collection particular overhaul disruptions, often for total periods of instance. The relative ease and low costs of initiation such attacks, supplemented by the present insufficient sate of any feasible defense method, have made them one of the top threats to the Internet centre o...

A Distributed Denial-of-Service(DDoS) Attack using BitTorrent Peer-to-Peer(P2P) Network

Recently, many hackers attacks are done with a distributed denial of service (DDoS) strategy. Most famous centralized peer to peer (P2P) networks can be easily used for realize these attacks. File-sharing protocols such BitTorrent or an extension of Gnutella use centralized server for orchestrate 7-level connections between peers. This procedure create a point-of-failure because malicious centr...